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Airlines Industry Monthly CXM Report: July 2026
Forty-one minutes. That is how long the average passenger waited for a first reply in July, and it is the fastest first response anywhere in this report. Aviation carries the heaviest disruption calendar of any sector here, handles 227 support conversations a day, and still answers faster than industries running a fraction of that volume with a fraction of the urgency.
Sentiment gives it nothing back. At -35.60%, aviation holds the fourth most negative NPS of the sixteen industries tracked, and it holds that position from the very front of the service table. The first reply is not where this sector loses people.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 2.60% |
Engagement Rate | 6.03% |
Post Frequency | 3.11 |
Avg First Response Time | 0D:0H:41M |
Avg Resolution Time | 0D:14H:58M |
Avg Daily Tickets | 227 |
NPS | -35.60% |
SLA Response | 0D:0H:11M |
SLA Resolution | 2D:6H:31M |
CXM Diagnosis
Set the two service figures against the targets aviation wrote for itself and the shape of the problem changes. First response at 41 minutes runs 3.7x past an 11 minute response SLA. Resolution at just under 15 hours lands at 0.3x of a 2D:6H:31M resolution allowance, the widest SLA resolution window any sector here has given itself. So the sector is missing the promise that is difficult and clearing the promise that costs it nothing, then reading the second number as evidence that service is working.
Authority, rather than effort, explains the pattern. A 6.03% engagement rate and 227 conversations a day mean airline complaints are conducted in public with an audience attached, and brands have staffed the opening move accordingly. The opening move cannot fix anything. Rebooking authority sits with airport operations, compensation sits with revenue management, and a lost bag sits with a ground handler in a city the agent has never worked in. So an acknowledgement arrives in 41 minutes, a decision arrives 14 hours later, and the gap between them is filled by a passenger solving the problem themselves and then explaining online how little the airline contributed.
What’s Driving Customer Frustration and Sentiment
An aviation complaint has an expiry time, and that is what separates this sector from every other one in the report. A retail customer who waits three hours for an answer is irritated. A passenger who waits 41 minutes while a connection closes has lost the thing they were asking for, and no resolution afterwards recovers it. Most contacts here arrive from inside the journey rather than after it: standing at a gate with a boarding pass for a flight that has moved, watching a carousel that has stopped turning, holding a phone in a terminal at an airport nobody intended to visit. The question is rarely what the policy says. It is whether anything can be changed before the aircraft leaves.
July sharpens all of it. Peak summer rotations leave no slack in the network, so one morning delay propagates across the day and reaches the support desk as a queue of people whose problems are simultaneously urgent. That is also why improving response speed moves sentiment so little. Passengers writing at -35.60% are grading one thing, which is whether they made the flight.
CX Priorities for Next Month
Three moves follow directly from July’s numbers. First, triage on time to departure instead of order of arrival, because a queue sorted by timestamp will always serve the passenger with a Tuesday problem ahead of the one whose gate closes in twenty minutes. Second, push a bounded rebooking and compensation authority down to the first agent who touches the conversation, since resolution running at 0.3x of the SLA allowance shows there is room to absorb the risk and the NPS figure shows what the current handoff already costs. Third, treat the 3.7x response gap as a disruption-window problem rather than a headcount one, because 227 conversations a day works out at a little over 7,000 a month and the ones that decide sentiment cluster into a few hours around each irregular operation.
Final Word
Aviation owns the fastest first response in this report and one of its most negative NPS readings, and those are the same finding: an operating model that has industrialised the apology while leaving the repair with departments the passenger cannot reach. Speed has been solved. Until the person who answers first is also permitted to end the problem, forty-one minutes buys the sector nothing it can bank.
Automobile Industry Monthly CXM Report: July 2026
Automobile handled 576 support conversations a day through July, the second-highest ticket volume in this report, and finished the month with sentiment in positive territory at 8.16%. Almost nothing else in the sector’s service numbers explains how that happened.
First response averaged 6 hours 4 minutes against a 44 minute target, which is 8.3x past the promise. Resolution landed 3.1x past its own allowance. Engagement rate and posting frequency went untracked this month, so the social layer cannot be read at all, and the operational figures have to carry the entire diagnosis.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 1.15% |
Avg First Response Time | 0D:6H:4M |
Avg Resolution Time | 0D:16H:4M |
Avg Daily Tickets | 576 |
NPS | 8.16% |
SLA Response | 0D:0H:44M |
SLA Resolution | 0D:5H:7M |
CXM Diagnosis
Two findings sit in open contradiction. Service ran 8.3x past its response target and 3.1x past its resolution target, and sentiment stayed positive anyway. That pairing is rare, and the explanation is that an automotive complaint is almost never settled inside the conversation. It gets settled in a workshop, by a technician, on a vehicle the owner can inspect afterwards, and the support ticket is only the appointment that gets them there. Owners are grading the repair.
Volume is where the pressure actually sits. At 576 conversations a day, close to 17,800 a month, this desk absorbs more contact than most in the report while missing its response target by more than five hours. That is survivable for as long as the workshops deliver. It stops being survivable the first time a repair goes wrong, because the customer has already spent six hours waiting to be acknowledged and has no patience left to spend on a second failure. With engagement and posting data absent for July, there is also no way to check whether the brand’s own channels absorbed any of that pressure or left all of it to the service desk.
What’s Driving Customer Frustration and Sentiment
Automotive carries a structural seam most sectors in this report do not have: the company receiving the complaint usually did not perform the service being complained about. An owner buys from a dealer, services at a dealer and is failed by a dealer, then writes to the brand, because the brand is the name on the bonnet and the only account they can find. The agent who picks that up owns the reputation and none of the workshop. They cannot see the job card, cannot authorise the goodwill payment, and cannot compel a franchise to ring anybody back. Six hours to a first response is partly a queue and partly the time it takes to establish whose problem this is.
What is at stake sets the tone before anyone types. A car off the road removes someone’s commute and their means of earning, and the bill for putting it back is usually large enough to argue about. Contacts arrive already escalated, from people who expect to be passed between parties and have braced for it. Positive sentiment at 8.16% says most of those arguments ended acceptably. It says nothing about whether they were pleasant.
CX Priorities for Next Month
Three priorities follow from July. First, attack the response gap ahead of the resolution gap, because 8.3x is the more damaging multiple and the arithmetic is unusually generous here: one hour removed from first response, across 576 daily conversations, takes 576 hours of owner waiting out of every single day. Second, give the first agent sight of the job card and a bounded goodwill authority, since a 3.1x resolution figure on physical repair work is mostly handoff latency rather than time spent turning spanners. Third, get engagement and posting measurement switched back on, because owned channels are where a brand speaks to owners without a franchise standing in between, and July provides no read at all on whether that conversation was happening.
Final Word
Automotive is being carried by its workshops. A desk running 8.3x late on its own response promise has not been punished for it yet, and that describes borrowed time rather than strength. At 576 tickets a day, the month a repair programme goes badly wrong is the month the gap between the brand and the bay stops being an internal problem.
Insurance Industry Monthly CXM Report: July 2026
Insurance closed July at an NPS of -0.18%, which is as close to perfectly neutral as any reading in this report gets. Nobody is angry. Nobody is pleased either, and for a product whose entire value rests on being believed, indifference is the more expensive result of the two.
The service pattern underneath it is oddly split. First response arrives inside 55 minutes, the second quickest in this report. A resolution then takes more than a day. Insurance is quick to answer and slow to decide, which in this sector are not the same act at all.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.71% |
Engagement Rate | 3.69% |
Post Frequency | 1.25 |
Avg First Response Time | 0D:0H:55M |
Avg Resolution Time | 1D:1H:24M |
Avg Daily Tickets | 20 |
NPS | -0.18% |
SLA Response | 2D:6H:2M |
CXM Diagnosis
Fifty-five minutes to answer, twenty-five hours to decide. That distance is the whole diagnosis. An insurance customer contacting support is almost never asking for information. They are asking for a decision: is this covered, will you pay, how much, and when. A 55 minute acknowledgement is a courtesy that answers none of those, so the clock the customer is actually running does not start until the assessor, the medical reviewer or the underwriter picks the file up. Everything before that is administration the customer experiences as delay.
Volume makes the pattern harder to excuse. Twenty conversations a day is one of the lightest support loads here, and a desk carrying twenty cases cannot claim to be overwhelmed by twenty-five hour decision cycles. Posting frequency at 1.25 a day is the lowest here, which matters more than it first appears: a sector this quiet in public has chosen to keep its customer conversation private, and having chosen that, the private conversation has to be excellent. No resolution SLA was recorded for insurance in July, which is its own quiet finding about how closely the sector watches the part of the process that decides everything.
What’s Driving Customer Frustration and Sentiment
Insurance is only ever tested after something has already gone wrong. Nobody contacts an insurer on a good day. The customer on the other end of that 55 minute reply has crashed a car, buried a relative, watched a flood come through a floor or been handed a diagnosis, and they are now finding out whether the policy they have paid into for years behaves like a promise or like a contract. Every other sector in this report is judged on the quality of its service. Insurance is judged on whether the product it sold turns out to have been real, which is a harder test and a much less forgiving one.
That is why a neutral -0.18% should worry the sector considerably more than it reassures it. Flat sentiment in a category carrying this much emotional weight means claimants came away feeling processed rather than helped. They were answered fast and handed an outcome they neither celebrate nor contest. A brand that exists to be trusted in the worst week of someone’s life has settled for being unobjectionable, and unobjectionable is not what people buy insurance for.
CX Priorities for Next Month
Three things would move this. First, publish an expected decision date at the point of the first reply rather than an acknowledgement, because the 55 minute figure is already excellent and spending nothing on it while a customer waits twenty-five hours in silence is the clearest waste in these numbers. Second, put a named human on every open claim file at 20 cases a day, which is entirely affordable at that volume and is the single most direct answer to sentiment that has flattened into indifference. Third, set and record a resolution benchmark, because a sector that measures its acknowledgement speed to the minute and leaves its decision speed unmeasured has told you which of the two it is managing.
Final Word
A flat sentiment score reads like safety and is not. Insurance spent July being fast at the part that does not matter and unmeasured at the part that does, and the -0.18% is what a customer base looks like when it has stopped expecting either delight or disaster. Neutrality is a cheap place to sit for a sector selling certainty, and it is not a position anybody defends for long.
Banking Industry Monthly CXM Report: July 2026
Almost everything that would normally describe a support operation is missing from banking’s July return. First response, resolution time and both service targets went unrecorded, which leaves four numbers to work with and one of them doing most of the talking: the sector published 5.98 times a day into a customer base sitting at -15.33%.
That combination is the story available this month. A publishing cadence in the top handful of this report, engagement running at 3.80%, below the middle of the pack, and only 50 support conversations a day arriving in return. Banking is talking a great deal and being talked to hardly at all.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 1.01% |
Engagement Rate | 3.80% |
Post Frequency | 5.98 |
Avg Daily Tickets | 50 |
NPS | -15.33% |
CXM Diagnosis
Read the four surviving numbers as a ratio and something specific appears. Nearly six posts a day generating 50 inbound conversations means the public channel is functioning as a broadcast tower rather than a service desk, and a 3.80% engagement rate on that volume of output says the audience is largely declining the invitation. Low inbound contact is often reported as good news internally. At -15.33% sentiment it is closer to the opposite, because customers who have stopped bringing problems to a brand have usually not stopped having them.
The absence of service data is itself a finding worth stating plainly. A sector that can report its posting frequency to two decimal places but cannot report how long it takes to answer a customer has instrumented its marketing more carefully than its service. Whatever the cause, whether a tracking gap, a reporting change or a mid-month migration, the operational half of banking’s customer experience was invisible in July, and nobody managing it had a number to look at.
What’s Driving Customer Frustration and Sentiment
In banking the conversation has to be stopped before it can begin. A customer arrives describing a frozen card, a disputed transaction or a payment that has vanished, and the first thing the agent must do is refuse to discuss it, because account details cannot be handled on an open channel. Every interaction opens with a redirection into an app, a call centre or a branch. That redirection is legally correct and commercially necessary, and it is experienced as being fobbed off by someone with an urgent money problem.
The urgency is the part that does not travel to other sectors. A frozen card is not an inconvenience to be resolved in due course, it is a person standing at a till, or abroad, or a direct debit failing on a mortgage. Money problems compound while they wait, they attract fees, and they carry a fear of loss that a delayed parcel never will. At 50 conversations a day the volume is small, so each one of these is a case a human could plausibly own end to end. The -15.33% suggests few of them felt owned by anybody.
CX Priorities for Next Month
The first of three moves is the dullest and the most necessary. Restore service measurement, because the sector cannot manage a response time it does not record and every other priority here is guesswork until it does. Second, redesign the off-channel handover so that the customer is carried rather than redirected: at 50 daily conversations, warm transfer with the case context already attached is affordable, and it converts the most resented moment in banking support into the one that demonstrates competence. Third, rebalance output against listening, since 5.98 posts a day into 3.80% engagement and mildly negative sentiment is a publishing schedule set by a content calendar rather than by anything customers asked for.
Final Word
Banking spent July broadcasting confidently into a customer base that is quietly unimpressed, and it did so without measuring the one thing that would have explained why. Quiet inboxes and busy feeds are a comfortable position to occupy and a poor one to be judged on. Nobody here can honestly say whether the -15.33% is being earned by the operation or merely tolerated by the customer, and nobody will be able to while the service numbers stay missing.
Consumer Packaged Goods (CPG) Industry Monthly CXM Report: July 2026
Twenty conversations a day. That is the entire support workload consumer packaged goods carried in July, and it produced the slowest first response in this report at 19 hours 17 minutes and the slowest resolution at 3 days 11 hours 44 minutes.
Sentiment has responded accordingly. At -65.02% the sector holds the third most negative NPS of the sixteen tracked, arrived at with a caseload a single competent agent could clear before lunch. Nothing here is a capacity problem.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.62% |
Engagement Rate | 6.21% |
Post Frequency | 2.35 |
Avg First Response Time | 0D:19H:17M |
Avg Resolution Time | 3D:11H:44M |
Avg Daily Tickets | 20 |
NPS | -65.02% |
SLA Response | 0D:2H:14M |
SLA Resolution | 1D:21H:31M |
CXM Diagnosis
The sector set itself a 2 hour 14 minute response target and took 19 hours, which is 8.6x past its own commitment. Resolution ran 1.8x past a target that was already generous at nearly two days. Both multiples point the same way, and at twenty cases a day neither can be explained by pressure. What they describe is a desk nobody owns. Somebody checks the inbox when the marketing calendar allows, which on the evidence is roughly once a working day.
The engagement figure is what makes this expensive. At 6.21% the audience is above the middle of the pack in willingness to interact, so these brands have functioning communities and a genuine flow of attention. That attention is being met by a nineteen hour silence. A consumer who comments about a spoiled product and hears nothing until tomorrow does not conclude the brand is busy. They conclude the brand is large, comfortable and unbothered, which for a category built on household familiarity is the precise opposite of the asset it spent decades buying.
What’s Driving Customer Frustration and Sentiment
Packaged goods brands have no transaction with the person complaining to them. The product was bought in someone else’s shop, from someone else’s shelf, with no account, no order number and usually no receipt, and the brand’s first requirement is to establish that the complaint is even about its own product. Which batch, which retailer, bought when. That verification is genuinely necessary and it reads, from the customer’s side, as an interrogation conducted before anyone has accepted that something went wrong.
The nature of the failure compounds it. A complaint here is rarely about service, it is about something that went into a mouth or onto skin: mould in a sealed pack, a foreign object, a smell that was not right, a child who was sick afterwards. Those contacts arrive frightened as well as annoyed, and the standard remedy of a replacement or a voucher answers the commercial injury while ignoring the alarm. Three and a half days of waiting turns an isolated manufacturing fault into a settled belief about how much the company cares.
CX Priorities for Next Month
Three changes, none of which require budget. First, put a named owner on the queue with a same-day response standard, because at twenty daily cases the gap between 19 hours and 2 hours is a rota decision rather than a resourcing one. Second, split contacts by consumer safety at intake and route anything involving illness, contamination or a foreign body straight past the standard queue, since the 8.6x response gap is being applied indiscriminately to a category where a fraction of cases genuinely cannot wait. Third, stop closing safety complaints with vouchers alone, and reply with what the batch check found, because a sector at -65.02% has already established that the goodwill gesture is not landing as goodwill.
Final Word
Consumer packaged goods ran one of the lightest ticket volumes in this report alongside the worst service times in it, and those two facts together say the function is not staffed so much as remembered. A brand cannot spend forty years buying household trust and then answer a contaminated product complaint in three and a half days. On July’s evidence, this sector is still finding that out.
Fast-Moving Consumer Goods (FMCG) Beverage Industry Monthly CXM Report: July 2026
Of the 13 hours 15 minutes it took FMCG to resolve an average case in July, roughly 8 of them passed before anyone replied at all. First response ran 7 hours 54 minutes against a 30 minute target, which is 15.8x past the commitment, while resolution came in at 0.5x of its own allowance and comfortably inside it.
So the work is not slow. The queue is. Once a person picks up an FMCG case it closes quickly, which means the sector’s problem is almost entirely about the hours before that happens.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.73% |
Engagement Rate | 6.84% |
Post Frequency | 6.57 |
Avg First Response Time | 0D:7H:54M |
Avg Resolution Time | 0D:13H:15M |
Avg Daily Tickets | 404 |
NPS | -35.01% |
SLA Response | 0D:0H:30M |
SLA Resolution | 1D:0H:11M |
CXM Diagnosis
Two thirds of the total wait a customer experiences is dead time before contact. That is the finding, and it reframes what needs fixing. A desk that resolves inside half its allowance has competent people and workable processes; a desk that takes nearly eight hours to say anything has a coverage pattern that leaves the queue unattended for long stretches. At 404 conversations a day, arriving across every hour that people eat and drink, an eight hour gap means a large share of contacts land in a window when nobody is watching and simply wait for the shift that will find them.
The publishing rhythm suggests where the attention went instead. FMCG ran a posting frequency of 6.57 a day, among the highest output in this report, and drew a 6.84% engagement rate that sits above the middle. The channel is busy and the audience is responsive. Both facts describe a team measured on reach, working the same feed the complaints arrive in, with the campaign calendar setting the daily rhythm and the service queue fitting around it. The 15.8x response gap is what that priority order looks like from the customer’s side.
What’s Driving Customer Frustration and Sentiment
An individual FMCG complaint is worth almost nothing and the relationship behind it is worth a great deal, and the sector’s service pattern is calibrated to the first number rather than the second. A soft drink that tasted wrong, a packet that was short, a seal that had gone: the commercial value of putting each one right is small enough to round away. What the customer is actually deciding, standing in a kitchen with a product they bought on habit, is whether to keep buying it. Habit is this category’s entire economic engine, and habit breaks quietly.
The channel makes it worse. A complaint here lands in the same feed as the campaign, underneath a promotion, visible to an audience that came for the content and stayed for the argument. Eight hours of silence in that setting is not private. It sits publicly beneath a brand’s own marketing while other customers add their versions of the same problem, and by the time a reply arrives it is answering a thread rather than a person. Sentiment at -35.01% is the accumulated cost of that pattern repeating a few hundred times a day.
CX Priorities for Next Month
The whole opportunity here is in the first hour. First, extend queue coverage to match when people actually contact food and drink brands, because the resolution figure proves the team can close cases and the response figure proves nobody is there to start them. Second, auto-acknowledge with a case reference and a realistic window, which costs nothing operationally and removes the specific injury of public silence under a live campaign. Third, separate the service queue from the campaign feed in both tooling and reporting, so 404 daily conversations stop competing for attention with the posting schedule and somebody owns them by name.
Final Word
FMCG has the harder half of this problem already solved. It closes cases inside half the time it allows itself and then loses the customer in the eight hours before anyone speaks, which is a scheduling failure wearing the costume of a service failure. Fixing it requires no new capability, only the decision that the queue matters as much as the calendar.
Real Estate Industry Monthly CXM Report: July 2026
Sixteen support conversations a day. That is the lowest ticket volume in this report, and it belongs to the sector selling the costliest thing most people ever buy. An engagement rate of 0.88%, the lowest here as well, says the audience is not talking to these brands either.
Service is respectable where it can be measured. First response averaged 4 hours 42 minutes and resolution 12 hours 3 minutes, both quicker than the middle of this report, with sentiment at -8.51% sitting better than most. The numbers look calm. What they mostly indicate is an absence.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.41% |
Engagement Rate | 0.88% |
Post Frequency | 2.94 |
Avg First Response Time | 0D:4H:42M |
Avg Resolution Time | 0D:12H:3M |
Avg Daily Tickets | 16 |
NPS | -8.51% |
SLA Response | 0D:0H:5M |
SLA Resolution | 0D:9H:0M |
CXM Diagnosis
Sixteen daily cases against a sector this large is the number to interrogate first. Property generates disputes constantly, over possession dates, carpet area, amenities that never arrived, maintenance charges and delayed registration, and none of that stopped in July. Those grievances are going somewhere other than the brand’s own channels: to regulators, to lawyers, to owner association groups and to the property forums where buyers compare notes before committing. A quiet inbox in this sector is not evidence of satisfaction, it is evidence that the complaint has been escalated past the company entirely, into venues where the developer has no ability to reply.
The response target deserves a note of its own. Real estate has set itself a 5 minute SLA response, which no human desk in these sixteen sectors could sustain and which no buyer is realistically demanding. Resolution running 1.3x past a 9 hour allowance is the more useful figure, and it is close enough to the mark to be manageable. The mismatch matters because a target nobody can hit stops functioning as a target, and a desk handling sixteen cases against an impossible clock will quietly ignore it rather than work to it.
What’s Driving Customer Frustration and Sentiment
Real estate is a sector where almost everybody in the audience is a prospect and almost nobody is a customer yet. The channels are built for lead generation, the content is inventory and launch marketing, and 0.88% engagement is what happens when people research a purchase of this size silently rather than in public. Buyers read, compare, lurk and say nothing, because signalling interest in a property invites a call from a sales team they are not ready for.
For those who have already bought, the reason grievances land elsewhere is structural. A property complaint is rarely resolvable by a support agent, since the dispute usually concerns a construction timeline, a regulatory approval or a contractual clause, and the buyer knows it. They also know where their real power sits, which is in the regulator’s complaint mechanism and in the collective weight of other buyers in the same tower rather than in a direct message. So the 16 daily tickets are the residue of a much larger grievance volume that never reaches the brand, and -8.51% is measured against a fraction of the people who have something to say.
CX Priorities for Next Month
Before anything operational, this sector has to find out what it is not hearing. So first, go and find the conversation, because a sector cannot manage sentiment it is not receiving: monitor owner groups, forums and regulatory filings and treat that as the real inbound, not the sixteen cases arriving politely. Second, replace the 5 minute response target with one the desk can hold, since a credible one hour standard that is actually met would be worth more than an impossible five minutes that trains everyone to disregard the clock. Third, publish milestone updates to existing buyers without being asked, because possession-stage anxiety is the root of most property escalation and silence between milestones is what sends buyers looking for allies.
Final Word
Real estate has the calmest numbers in this report and the least reason to trust them. Low volume in a category this contentious means the argument has moved to rooms the developer cannot enter, where it is conducted with regulators and other buyers and settled without the brand’s participation. A sentiment score of -8.51% collected from sixteen conversations a day is not a verdict on the sector. It is a measure of how few people bother telling it anything.
Gaming Industry Monthly CXM Report: July 2026
Gaming is the one sector of the sixteen whose follower count went backwards in July, at -0.19%, and it did so while running the heaviest ticket volume here at 603 conversations a day and an engagement rate of 14.04% that ranks third among the sixteen. An audience that is shrinking, louder and busier than anyone else’s is an unusual thing to hold at the same time.
Sentiment finished at -85.38%, the second most negative NPS in this report. Neither response time nor resolution time was recorded for the sector this month, and no service target either. How long that queue was left waiting is not a question July’s data can answer.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | -0.19% |
Engagement Rate | 14.04% |
Post Frequency | 6.65 |
Avg Daily Tickets | 603 |
NPS | -85.38% |
CXM Diagnosis
The combination that should worry gaming operators is high engagement on a declining base. Engagement usually rises because an audience is growing and enthusiastic. Here it is rising while the audience contracts, which means the people who remain are more activated than the people who left, and activation at -85.38% is not affection. A 14.04% engagement rate in this condition measures the energy of an argument rather than the health of a community.
Volume completes the picture. At 603 conversations a day this is the busiest support queue in the report, generated by an audience that is also the least willing to stay, and the sector chose July to have no service measurement in place at all. Whatever the reason for the gap, the practical result is that the desk carrying the largest complaint load anywhere here spent the month unable to say whether it was answering in ten minutes or ten hours. That is not a reporting inconvenience. It is a month of the sector’s worst-performing relationship running without instruments.
What’s Driving Customer Frustration and Sentiment
Gaming communities do not churn quietly, they organise. A dissatisfied player in this category has tools no other sector’s customer possesses: they can review bomb a store page within hours, coordinate a hashtag, compile a public document of every broken promise with timestamps, and mobilise a subreddit that will remember the incident for years. The -0.19% follower decline should be read in that light, because unfollowing a game is a deliberate and often collective act rather than passive attrition. People announce it, and they take others with them.
What sits underneath the anger is usually a sense of ownership. Players have spent hundreds of hours and often real money inside these worlds, they know the patch notes better than most support agents, and they arrive with evidence attached: a clip, a log, a bug that has been reported four times. Being answered by someone working from a script, who cannot acknowledge a known issue that the whole community has already documented, is the specific injury here. It converts a technical complaint into a credibility fight, and credibility is what a games brand actually trades on.
CX Priorities for Next Month
Nothing here can be managed while the instruments are switched off. First, turn service measurement back on, because a sector at -85.38% with 603 daily tickets cannot be managed on instinct and every other decision here is unsupported until response and resolution times exist. Second, put technically fluent agents on the front line and give them permission to confirm known issues by name, since the community has already published the bug list and pretending otherwise is what turns a fault into a grievance. Third, treat the follower decline as the leading indicator it is and read the organised channels directly, because the people coordinating in forums and comment threads have already decided what the next review cycle will say.
Final Word
Gaming ended July with the busiest support desk in this report, one of its angriest customer bases and no measurement of the service connecting the two. The audience is not drifting away, it is leaving on purpose and telling everyone why on the way out. A sector that is losing followers while its remaining players get louder has run out of room to describe this as a communications problem.
Healthcare Industry Monthly CXM Report: July 2026
Healthcare’s service figures are the ones a well-run desk produces. First response landed at 4 hours 25 minutes and resolution at 8 hours 33 minutes, both quicker than the middle of this report, with resolution closing at 0.3x of the allowance the sector gives itself. There is no operational excuse buried in these numbers.
Sentiment came in at -26.18% regardless, below the midpoint of this report’s sixteen sectors. An engagement rate of 2.44% sits near the bottom of the report. Both of those figures are usually read as weakness. In this sector they are closer to evidence of how carefully patients choose what to say in public.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.97% |
Engagement Rate | 2.44% |
Post Frequency | 2.56 |
Avg First Response Time | 0D:4H:25M |
Avg Resolution Time | 0D:8H:33M |
Avg Daily Tickets | 147 |
NPS | -26.18% |
SLA Response | 0D:0H:31M |
SLA Resolution | 1D:4H:0M |
CXM Diagnosis
When service is quick and sentiment is poor, the desk is usually answering a question it cannot itself settle. That is what is happening here. Healthcare support can rebook an appointment, chase a report and explain a process. It cannot revise a bill that clinical coding produced, cannot conjure a consultant slot that does not exist, and cannot address the outcome the patient is actually upset about. Resolution at 0.3x of the SLA allowance describes tickets being closed correctly and quickly, against a definition of resolution the patient never agreed to.
The response gap is worth naming even so. First contact at 4 hours 25 minutes runs 8.5x past a 31 minute target, and 147 conversations a day makes that a queue with real waiting in it. What makes those hours cost more here than the raw figure suggests is who is waiting: someone holding a bill they cannot pay, or trying to move a scan before a treatment window closes. The same delay does different damage depending on what the customer is afraid of, and this sector’s customers are afraid of specific and immediate things.
What’s Driving Customer Frustration and Sentiment
A patient cannot complain in public without disclosing something private. Naming a hospital, a department or a treatment tells an audience of strangers, and possibly an employer, what is wrong with you, which is why 2.44% engagement should not be read as an uninterested audience. It is a discreet one. People follow health brands, read what they publish, and decline to interact, because interaction leaves a permanent record attached to their name.
That filter changes what the -26.18% is measuring. The patients who do post publicly are the ones who have already tried the phone line, the front desk and the billing office and got nowhere, or who are angry enough to accept the exposure. Every public contact in this sector is therefore pre-escalated, arriving from someone with a resolved-elsewhere option already exhausted. A support function reading that stream as its customer sentiment is reading the tail of the distribution and mistaking it for the middle, while the far larger group of quietly dissatisfied patients says nothing at all and simply changes provider at the next renewal.
CX Priorities for Next Month
The priorities here divide by who owns the problem. First, close the 8.5x response gap where the clock is clinical rather than administrative, by triaging on urgency at intake so that appointment and treatment-window queries are separated from general enquiries instead of queueing behind them. Second, redefine resolution to mean the patient’s issue is settled rather than the ticket is closed, because a desk finishing at 0.3x of its allowance has time available to follow up on billing disputes it currently hands off and marks complete. Third, build a private intake path that is genuinely easy to find and quick to use, since a sector where public complaint carries a personal cost should be competing to make the private channel the faster one, and with 147 daily conversations it can well afford to.
Final Word
Healthcare answers quickly, closes efficiently and is still trusted less than its service metrics deserve, because the things patients contact it about are decided elsewhere in the organisation. The 2.44% engagement rate is not apathy and the -26.18% is not a verdict from the whole patient base. Both are what you get when speaking up costs something, and the people who paid that price found the answer was somebody else’s to give.
Hospitality Industry Monthly CXM Report: July 2026
An NPS of 60.77% is the highest sentiment score in this report, and the margin over second place is not narrow. Hospitality also posted the second quickest resolution time here at 7 hours 26 minutes. In a report where most sectors are explaining negative numbers, this one has to explain a good one.
The explanation is mostly about proximity. A hospitality complaint tends to reach someone who is standing in the same building as the problem, holds the authority to change a room or remove a charge, and can do it before the guest checks out. Very little else in this report allows that.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 1.95% |
Engagement Rate | 7.76% |
Post Frequency | 1.71 |
Avg First Response Time | 0D:3H:9M |
Avg Resolution Time | 0D:7H:26M |
Avg Daily Tickets | 26 |
NPS | 60.77% |
SLA Response | 0D:0H:8M |
CXM Diagnosis
Two figures here both look fine, and the tension between them is the point. Resolution at 7 hours 26 minutes is genuinely quick, and first contact at 3 hours 9 minutes is respectable in isolation, yet it runs 23.6x past a response target the sector set at 8 minutes. That target is unrealistically tight and probably a configuration choice rather than a promise made to any guest, but its direction is still useful: more than half of a guest’s total wait happens before the first reply, in the window when they are still on the property and the problem is still fixable.
No resolution target was recorded for hospitality this month, which is a gap worth closing given how much of the sector’s advantage rests on resolving in hours rather than days. The volume figure also deserves attention. At 26 conversations a day this is a small inbound load, and a sector generating the report’s best sentiment on 1.71 posts a day is producing goodwill it makes almost no effort to circulate. Posting frequency this far down the table is a strange choice for the one industry here with good news to share.
What’s Driving Customer Frustration and Sentiment
Hospitality is the sector where the customer is still inside the product when the complaint is made. A guest writing about a noisy air conditioning unit, a room that was not ready or a booking that went missing is physically present, mid-stay, with hours or days of the experience still ahead of them. That is a commercial gift disguised as a problem. The failure can be corrected while the guest is there to notice, and a well-handled recovery tends to land better than a stay where nothing went wrong at all, because the guest learns something about the brand that a smooth visit never reveals.
The corollary is that the window is short and it closes hard. Once a guest has checked out, the same complaint becomes unfixable and turns into a review, and a review in this category is read by strangers making a booking decision with money already in hand. Three hours to a first reply is comfortable when a guest is on night two of five. It is a disaster on the morning of departure, and the sector’s figures do not distinguish between those two cases at all.
CX Priorities for Next Month
Timing, rather than raw speed, is where this sector’s gains are. First, triage by stay status, since an in-stay complaint is recoverable and a post-checkout complaint is a review in waiting, and treating both as one queue wastes the only structural advantage this sector has. Second, set a response standard the desk can actually meet, because 8 minutes is unattainable, stops informing anybody’s behaviour, and hides a real 3 hour gap behind a theatrical one. Third, put the sentiment to work: at 60.77% and 1.71 posts a day, hospitality is sitting on the most positive customer base in this report and publishing less than almost anyone, and asking satisfied guests for reviews at checkout would compound an asset it currently lets evaporate.
Final Word
Hospitality earned its 60.77% honestly, by keeping the fix close to the failure and finishing most of it inside a working day. The vulnerability is that the whole advantage depends on catching guests before they leave, and a 3 hour first response spends a meaningful share of that window doing nothing. This is the one sector in the report with a surplus to protect rather than a deficit to explain, and surpluses in this category are held one stay at a time.
Online Travel Agencies Monthly CXM Report: April 2026
February performance in Online Travel Agencies reflects a sector navigating fluctuating customer sentiment while continuing to manage steady digital interaction volumes. Travel planning remains highly dependent on digital platforms, leading customers to frequently engage with brands for booking support, cancellations, refunds, and itinerary changes.
The data suggests that while interaction volumes remain manageable, delays in response and resolution timelines may be influencing overall customer satisfaction.
KPI Snapshot
Metric | Value |
Follower Growth | 0.3% |
Engagement Rate | 1.08% |
Post Frequency (per day) | 3.62 |
Average First Response Time (FRT) | 1 day, 4 hours, 13 minutes |
Average Resolution Time | 1 day, 9 hours, 18 minutes |
Average Daily Tickets | 70 |
Net Promoter Score (NPS) | -66.23% |
Average SLA Response Time | 5 hours, 38 minutes |
Average SLA Resolution Time | 14 hours, 7 minutes |
CXM Diagnosis
Online travel agencies continue to see steady customer interaction volumes, driven by booking confirmations, flight or hotel changes, cancellation requests, and refund processing inquiries. These conversations often require coordination with airlines, hotels, and third-party providers, which can extend resolution timelines.
Response times appear significantly slower than expected for a customer-facing industry where travel decisions are often time-sensitive. This delay in acknowledgment may be contributing to growing customer frustration.
What’s Driving Customer Frustration or Sentiment
Travel customers often reach out during high-stress moments such as last-minute cancellations, booking errors, itinerary changes, or refund delays. In these situations, quick acknowledgment and transparent communication are critical.
The strongly negative NPS score suggests that customers may be experiencing difficulties during support interactions, particularly when issues involve third-party coordination or delayed refunds.
CX Priorities for Next Month
Reducing first response time should be a priority for online travel agencies. Faster acknowledgment of customer queries can significantly improve customer confidence, especially during urgent travel-related situations.
Improving transparency around booking policies, refund timelines, and partner coordination can also help manage expectations and reduce friction during customer interactions.
Final Word
February’s Online Travel Agencies CX performance highlights a sector where customer expectations remain extremely high due to the time-sensitive nature of travel. Improving response speed and streamlining issue resolution will be essential to rebuilding trust and improving overall customer sentiment.
Manufacturing Industry Monthly CXM Report: July 2026
Manufacturing wrote itself a 26 minute response target and a 3 hour 51 minute resolution target, which are commitments of the kind that appear in supply contracts rather than in service brochures. It then took 9 hours 49 minutes to reply and 19 hours 1 minute to resolve, running 22.7x and 4.9x past those two numbers.
Sentiment did not punish it. NPS closed at a positive 17.05%, well above the midpoint of this report. A sector missing contractual-grade targets by that margin and keeping its customers content is worth understanding before anyone congratulates it.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 1.57% |
Engagement Rate | 3.79% |
Post Frequency | 1.9 |
Avg First Response Time | 0D:9H:49M |
Avg Resolution Time | 0D:19H:1M |
Avg Daily Tickets | 123 |
NPS | 17.05% |
SLA Response | 0D:0H:26M |
SLA Resolution | 0D:3H:51M |
CXM Diagnosis
The positive sentiment is not being generated by this desk. Manufacturing sells to distributors, fabricators, contractors and plant buyers, and those relationships are held by account managers, purchase orders and site engineers who have direct phone numbers. When something goes wrong, the buyer calls the person who sold it to them. The public support queue receives the residue of that system, and the 17.05% reflects the strength of the account relationship rather than the performance of the ticket queue, which is why a 22.7x response gap has produced no visible damage.
That should not be read as permission. The targets themselves are the clue: a 26 minute response standard exists because somebody, somewhere, committed to it in writing, and 3 hours 51 minutes for resolution is a service level written for equipment that has to keep running. Those numbers came from the contractual side of the business and the customer-facing desk was never resourced to meet them. Volume is not the cause; 123 conversations a day is a modest load. Two parts of the same company are operating to different definitions of urgency and only one of them has been told.
What’s Driving Customer Frustration and Sentiment
In manufacturing the cost of a delay is a figure the customer can calculate to the rupee. A complaint here often means a line has stopped, a batch is out of specification, a component failed inspection or a delivery missed a production window, and the person contacting support knows exactly what each hour of that is worth in lost output, idle labour and penalty clauses downstream. They are not describing an inconvenience. They are describing an invoice that grows while they wait.
That arithmetic is why a 9 hour 49 minute first response is more serious than it looks against a positive sentiment score. The customers who tolerate it are the ones with an account manager to escalate to, which conceals the exposure rather than removing it. Smaller buyers without that relationship, the ones ordering through a distributor or buying spares, get the public queue and nothing else, and they have no way to convert their urgency into anybody’s priority. The 17.05% is a weighted average of a well-served core and a long tail that is quietly being taught to buy elsewhere.
CX Priorities for Next Month
Three priorities, and none of them requires new headcount at this volume. First, reconcile the two clocks: either resource the desk to the 26 minute standard the business has already committed to, or set a public target that is honest and defend it, because the current 22.7x gap means the number is decorative. Second, capture downtime impact at intake, since a ticket that says a line has stopped and a ticket asking for a datasheet cannot share a queue, and manufacturing is a sector where the customer will tell you the cost per hour if asked. Third, work out who is contacting the public desk rather than an account manager, because that population is the sector’s least protected customer group and its experience is invisible inside a comfortable headline sentiment figure.
Final Word
Manufacturing is being insulated by its account managers from a support operation running more than twenty times past its own response commitment. That insulation is real, and finite. It protects the buyers who have a relationship and abandons the ones who do not, and a positive 17.05% describes how well the sector serves its major accounts while saying almost nothing about everybody else it sold to.
EdTech Industry Monthly CXM Report: July 2026
An engagement rate of 78.80% is the highest figure of its kind in this report by a distance that makes the second place look ordinary. Follower growth of 3.48% ranks second among the sixteen industries, and sentiment closed positive at 21.78%. On the audience side, edtech had the best month here.
The service side does not match. First response arrived in 3 hours 30 minutes, which is quicker than most, and then resolution took 21 hours 24 minutes, which is slower than most. Eighteen hours sit between the reply and the fix.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 3.48% |
Engagement Rate | 78.80% |
Post Frequency | 2.62 |
Avg First Response Time | 0D:3H:30M |
Avg Resolution Time | 0D:21H:24M |
Avg Daily Tickets | 124 |
NPS | 21.78% |
SLA Response | 0D:0H:2M |
SLA Resolution | 0D:8H:43M |
CXM Diagnosis
An engagement rate of 78.80% describes a captive audience rather than a marketing achievement. Learners open what an education brand publishes because they are enrolled, mid-course and looking for the next thing they need, which is an altogether different relationship from a follower who happens to like a post. It also means the audience is checking in daily, so anything unresolved is noticed by the same people repeatedly rather than encountered once and forgotten.
Set against that, a 21 hour 24 minute resolution running 2.5x past an 8 hour 43 minute target is the number to worry about. The 2 minute response target is not a serious benchmark and the 105.0x figure it produces should be read as a configuration artefact rather than a finding, but the resolution target was set at a sensible eight hours and missed by a wide margin anyway. A first reply inside three and a half hours followed by nearly a day of waiting means the sector has invested in looking attentive and not in being decisive. That order of priorities works on an audience that is already committed, and it works for exactly as long as the commitment lasts.
What’s Driving Customer Frustration and Sentiment
Missed learning cannot be delivered late. A parcel that arrives a day behind schedule still arrives, but a student locked out of a platform on Tuesday has lost Tuesday’s class permanently: the live session happened, the cohort moved on, the assignment window narrowed, and the revision time before an exam is simply gone. Twenty-one hours of resolution time in a category where the product is consumed on a schedule destroys value that no amount of subsequent helpfulness restores.
There is also a split between who pays and who suffers. The account belongs to a parent, the login belongs to a child, and the person writing to support may be either, with entirely different concerns. A parent asks about money, progress and whether the subscription is worth continuing. A student asks about access, a broken video or a submission that vanished, and has no authority over the account they are complaining about. An agent answering without establishing which of those two is on the other end will comfortably resolve the wrong problem, close the ticket, and leave the household with a positive interaction and an ongoing fault.
CX Priorities for Next Month
Three priorities present themselves. First, treat time-critical access failures as a separate class of ticket with a same-session target, because a login problem during a scheduled class is not comparable to a billing query and the current 2.5x resolution gap is being applied to both without distinction. Second, retire the 2 minute response SLA in favour of something chosen on purpose, since an unreachable figure hides the genuine problem sitting in the resolution column. Third, identify at intake whether the payer or the learner is writing, as this single question decides which problem actually needs solving and with a caseload of 124 a day it is entirely practical to ask.
Final Word
Edtech is being carried by enrolment. A 78.80% engagement rate and a positive 21.78% describe learners who are committed to a course rather than customers who are impressed by a service, and those two things feel identical right up to the point of renewal. A sector that answers in three hours and resolves in twenty-one is teaching its students, accurately, that being heard and being helped are separate events.
Q-Commerce Industry Monthly CXM Report: July 2026
Quick commerce resolved cases faster than it answered them in July. Average resolution came in at 5 hours 48 minutes, the quickest resolution time in this report. First response took 9 hours 45 minutes. Cases were being closed roughly four hours before anyone replied to them, which is arithmetically possible only if a large share of them were settled without a conversation happening at all.
Sentiment sits at -85.95%, the most negative NPS of the sixteen industries tracked. The sector also published more than anyone here, at 7.34 posts a day, into that audience.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 2.97% |
Engagement Rate | 59.64% |
Post Frequency | 7.34 |
Avg First Response Time | 0D:9H:45M |
Avg Resolution Time | 0D:5H:48M |
Avg Daily Tickets | 494 |
NPS | -85.95% |
CXM Diagnosis
That inversion between response and resolution is the finding of the month for this sector, and it has two plausible explanations, neither comfortable. Either automated refunds and cancellations are closing tickets before an agent ever reads them, which produces excellent resolution figures and a customer who was processed rather than served, or the two clocks are being measured from different starting points and the numbers cannot be compared as they stand. The second possibility is worth checking internally before anybody presents the 5 hour 48 minute figure as an achievement.
If the automation reading is correct, it explains the sentiment. A customer who reports a missing item and receives a system-generated refund has been compensated without being acknowledged, and at 494 conversations a day that pattern scales into a support function nobody ever speaks to. The engagement rate of 59.64% shows how much attention this audience is paying, and no service target of either kind was recorded for the sector this month, so there is no internal standard to judge the 9 hour 45 minute wait against. A desk closing cases quickly and answering them slowly is optimising the metric it reports rather than the experience it delivers.
What’s Driving Customer Frustration and Sentiment
In quick commerce the promise and the product are the same thing. A supermarket that delivers late has been slow, but a service whose entire proposition is measured in minutes has broken the specific reason the customer chose it, and there is no residual value left over to fall back on. The order was placed at a moment of immediate need, mid-recipe, for a sick child, for the thing that cannot wait until morning, so by the time support engages the need has either been met elsewhere or gone unmet.
That timing is why nine hours to a first reply is worse here than the raw number implies. The window in which a support conversation could have helped closed within minutes of the failure. Everything after that is bookkeeping, and the customer knows it, which is why they are asking for a refund rather than assistance. Meanwhile the sector maintained the busiest posting schedule in this report throughout, marketing a speed promise to an audience that had just watched it fail, and 7.34 posts a day into -85.95% sentiment reads to that audience as an organisation not paying attention.
CX Priorities for Next Month
Before any improvement there is a measurement question to settle. First, establish why resolution is completing before first response and whether the definitions are sound, because every operational decision made from these two figures is unreliable until that is settled. Second, put a human acknowledgement in front of the automated refund rather than behind it. The automation is clearly fast. What is missing is any sign that a person noticed. Third, record service targets, because a sector at -85.95% carrying 494 conversations a day has been managing its worst customer relationship with no internal standard of any kind to work against.
Final Word
Quick commerce closed July with the fastest resolution figure in this report and the worst sentiment in it, and the gap between those two facts is where the sector’s self-image is being manufactured. Speed of closure is not speed of repair, and a refund issued by a system to a customer nobody answered for nine hours is a transaction, not a recovery. At -85.95% the audience has already reached that conclusion, and it is publishing seven times a day into a crowd that has stopped believing the promise.
Retail Monthly CXM Report: July 2026
Retail took 16 hours 28 minutes to send a first reply in July and 1 day 21 hours 42 minutes to resolve, running 21.0x past its response target and 5.8x past its resolution target. Both are among the wider gaps recorded here, and neither is explained by volume: 225 conversations a day is an ordinary load.
Sentiment finished at -14.57%, almost exactly the median of the sixteen sectors here. That combination, poor service and unremarkable sentiment, is the most awkward position in this report to occupy, because nothing in it is bad enough to force a decision.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 1.70% |
Engagement Rate | 2.86% |
Post Frequency | 3.7 |
Avg First Response Time | 0D:16H:28M |
Avg Resolution Time | 1D:21H:42M |
Avg Daily Tickets | 225 |
NPS | -14.57% |
SLA Response | 0D:0H:47M |
SLA Resolution | 0D:7H:52M |
CXM Diagnosis
The two multiples point at different problems. A 21.0x response gap against a 47 minute target is a coverage failure: nobody is on the queue for long stretches, and a contact arriving in the evening waits for the following day. The 5.8x resolution gap against a target of 7 hours 52 minutes is something else, because that target implies the business believed most cases could be settled inside a working day, and they are taking nearly two.
Retail customers also tend to know how long the fix ought to take. A refund, an exchange, a stock query or a delivery chase are all processes with a visible shape, and the customer has completed them successfully elsewhere. That is what makes the resolution figure expensive rather than merely slow. When somebody waits two days for something they have watched another retailer do in an afternoon, the conclusion they draw is about competence, and the engagement rate of 2.86% suggests they are not sticking around to argue about it.
What’s Driving Customer Frustration and Sentiment
Retail complaints are almost never about a single failure, they are about the second one. The dress arrived in the wrong size, which is forgivable, and then the exchange took two days to arrange, which is the part that gets written about. Every contact in this sector begins with a customer who has already absorbed one disappointment and is now testing whether the recovery process works, and 16 hours of silence at that exact moment answers the question before anyone has typed a word.
What sharpens it is how easily comparison happens. A retail customer holds several competing accounts on the same phone, has an unused basket somewhere else, and can switch supplier during the wait with no cost or friction of any kind. In most sectors in this report a frustrated customer is at least somewhat captive. Here the alternative is one tap away and already logged in. Sentiment at -14.57% understates the exposure, because the least tolerant customers do not complain at all. They simply order elsewhere and stop opening the emails.
CX Priorities for Next Month
Start with a rota. First, cover the hours when people actually shop, because a 16 hour first response across 225 daily conversations leaves most evening and weekend contacts waiting overnight, and closing that gap is a staffing decision rather than a systems project. Second, pre-authorise the routine remedies so that a refund, an exchange or a redelivery inside a set value can be settled at first contact, since a 5.8x resolution gap on cases the business itself expected to close in under eight hours is mostly approval queueing. Third, measure repeat purchase after a complaint rather than ticket closure, as a -14.57% score is comfortable enough to survive a review while the switching it produces stays invisible in these figures.
Final Word
Retail spent July being mediocre in a category where mediocrity is punished quietly. Nothing in these numbers is alarming enough to trigger an intervention, and that is the risk: a 21.0x response gap and a two-day resolution cycle are being carried by a sentiment score close enough to average to look survivable. Customers in this sector do not escalate, they substitute, and the bill for July arrives in a basket somebody else fills.
Apparel Industry Monthly CXM Report: July 2026
Follower growth of 5.01% is the highest in this report, and by a comfortable margin. Sentiment came in positive at 24.77%, second only to one other sector here. Apparel spent July acquiring audience faster than anybody and keeping the people it already had reasonably happy.
Then there is the engagement rate, at 1.75%, which sits second from the bottom of the sixteen sectors covered here. A sector adding followers at this rate while almost none of them interact is worth a closer look than the headline suggests.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 5.01% |
Engagement Rate | 1.75% |
Post Frequency | 1.71 |
Avg First Response Time | 0D:10H:58M |
Avg Resolution Time | 0D:8H:22M |
Avg Daily Tickets | 48 |
NPS | 24.77% |
SLA Response | 0D:5H:38M |
SLA Resolution | 0D:14H:7M |
CXM Diagnosis
Fast growth with almost no engagement usually means the audience is arriving through paid acquisition rather than interest, and 1.71 posts a day supports that reading: this is not a channel earning its followers through content. The followers are being bought, and once acquired they are behaving like a mailing list rather than a community. That works commercially for as long as the acquisition budget holds and it builds nothing that survives the budget being cut.
The service picture is more encouraging and unusually shaped. Resolution at 8 hours 22 minutes is quicker than first response at 10 hours 58 minutes, which means cases are being settled almost the moment somebody finally looks at them. Apparel also set itself the most relaxed response target in this report at 5 hours 38 minutes, and still missed it by 1.9x. The work itself is evidently straightforward. What is missing is anybody watching the queue, and 48 conversations a day makes this a small problem left unsolved.
What’s Driving Customer Frustration and Sentiment
Apparel complaints are mostly about fit, and fit is the one product attribute the customer cannot verify before buying. A size that runs small, a colour that photographed differently, a fabric that felt wrong in the hand: none of these are defects, and all of them produce returns. That distinction matters, because the customer is not angry with the brand so much as inconvenienced by a process they knew they might have to use. It explains how a sector can take eleven hours to reply and still hold a positive 24.77%.
The risk is what happens in the return window. Fashion purchases carry deadlines that are social rather than contractual: the outfit was for a wedding, a festival, an interview or a holiday that is now three days away. A customer chasing an exchange against that kind of date is on a clock the retailer cannot see and did not set, and eleven hours of silence consumes a meaningful share of it. The positive sentiment reflects the majority whose timing was flexible. It says nothing about the minority whose event has already passed.
CX Priorities for Next Month
Three priorities, in an unusual order for this report. First, tighten the 5 hour 38 minute response target rather than merely meeting it, because a benchmark that generous is not describing an ambition and the sector missed it anyway. Second, ask for the deadline at intake on exchanges and returns, since resolution already runs faster than first response and simply reordering the queue by the customer’s date would cost nothing and rescue the cases that currently fail. Third, work on converting the 5.01% of new followers into anything that interacts, because a 1.75% engagement rate means this sector is renting an audience monthly and would discover very little residual value if it stopped paying.
Final Word
Apparel is winning the acquisition contest and has not yet built a relationship worth acquiring. The service operation is quietly capable, closing cases faster than it opens them, and it is being let down by nobody watching the inbox for eleven hours at a time. A positive 24.77% on a rented audience is a pleasant number that has not been tested, and the test arrives whenever the media spend does not.
Telecommunications (Telecom) Industry Monthly CXM Report: July 2026
Telecommunications set itself a 30 minute resolution target, which is the tightest resolution standard in this report and an extraordinary thing for any sector to commit to in writing. July’s actual resolution time was 18 hours 11 minutes, or 36.4x past it, the widest gap of its kind here.
The response side tells the opposite story. First contact averaged 1 hour 44 minutes against a 20 minute target, and while 5.2x is still a miss, in absolute terms it is among the quicker replies in this report. Telecom answers reasonably fast and then keeps people waiting the better part of a day.
KPI Snapshot
Metric | Value |
|---|---|
Followers Growth Rate | 0.66% |
Engagement Rate | 4.07% |
Post Frequency | 3.81 |
Avg First Response Time | 0D:1H:44M |
Avg Resolution Time | 0D:18H:11M |
Avg Daily Tickets | 284 |
NPS | -32.56% |
SLA Response | 0D:0H:20M |
SLA Resolution | 0D:0H:30M |
CXM Diagnosis
A 30 minute resolution target is a statement about what this sector believes its own problems are. It describes a business that expects most contacts to be settled in one interaction, by an agent with the tools to fix a plan, credit an account or reset a connection there and then. The 36.4x reality describes something quite different: cases that get acknowledged inside two hours and then travel, to a network team, a billing system or a field engineer, and come back the next day if they come back at all.
That is where the 284 daily conversations are being lost. First response at 1 hour 44 minutes shows the front line is staffed and reachable, so the failure sits entirely behind it, in the handoffs. Sentiment at -32.56% is the predictable consequence of a customer being answered promptly by somebody who then disappears with the problem. Fast acknowledgement followed by an eighteen hour silence is worse for trust than a slower reply that arrives with an answer attached, because it establishes contact and then breaks it.
What’s Driving Customer Frustration and Sentiment
Telecom sells something the customer needs in order to complain about it. A person reporting no signal, no broadband or a barred connection is attempting to reach a company using the service that company has failed to provide, often from a borrowed phone or a neighbour’s connection. No other sector in this report has that circularity built into its support model, and it means the contact itself is a small ordeal before anyone has replied.
Billing is where most of the anger actually lives. Telecom bills are recurring, itemised, full of components the customer did not knowingly agree to, and they arrive monthly whether the service worked or not. A disputed charge is not a single event; it repeats, and the customer knows that if it is not corrected properly it will appear again in thirty days. Eighteen hours to resolve a billing dispute would be tolerable if the resolution were final. Much of the frustration in this sector comes from the reasonable expectation that it will not be, and that the same conversation is due again next month.
CX Priorities for Next Month
The first question is whether the target means anything. So, decide whether 30 minutes is a real commitment or an aspiration, because a 36.4x gap means nobody is managing to it and a credible target that is actually monitored would change more behaviour than an impressive one that is ignored. Second, attack the handoffs rather than the front line, since a 1 hour 44 minute first response proves the entry point works and the eighteen hours are being spent in transit between teams. Third, track whether resolved billing disputes recur on the following invoice, because on a load of 284 a day the same customer arriving twice about one charge is the most expensive pattern in this operation and nothing in July’s figures would reveal it.
Final Word
Telecom answers quickly and finishes slowly, and it is the second half of that sentence that its customers are scoring. The sector committed itself to a 30 minute resolution standard and delivered eighteen hours, which is less a service failure than an organisational one: the people who reply cannot conclude anything on their own. Absent that, a prompt first response is an introduction to the wait rather than the end of it.
