Airlines Industry Monthly CXM Report: January 2026
January performance in Airlines reflects a high-pressure operating environment where service speed is holding steady, but customer confidence is sharply eroding. Support teams are responding quickly and resolving issues within hours, yet sentiment remains deeply negative.
The data points to a recurring airline challenge. Customers are being processed efficiently, but not reassured. In moments involving delays, cancellations, or missed connections, efficiency without certainty fails to rebuild trust.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.27% |
| Engagement Rate | 1.5% |
| Post Frequency (per day) | 4.17 |
| First Response Time (FRT) | 29 minutes |
| Average Resolution Time | 5 hours, 3 minutes |
| Net Promoter Score (NPS) | -53.51% |
| Average Daily Tickets | 354 |
| Average SLA Response Time | 4 minutes |
| Average SLA Resolution Time | 8 hours, 1 minute |
CXM Diagnosis
Daily ticket volumes are high, driven by disruption-led interactions. From a pure operations standpoint, performance is strong. First response and resolution times sit within acceptable ranges, indicating effective routing and frontline readiness.
Despite this, sentiment is collapsing. The negative NPS makes it clear that customers are judging the experience on outcome quality and accountability, not speed. Resolutions may be fast, but they are not landing with confidence.
What’s Driving Customer Frustration or Sentiment
Airline customers usually reach out at moments of stress where plans, money, and time are at stake. Fast acknowledgment helps reduce anxiety, but customers are ultimately looking for clear answers, ownership, and fair remedies.
When resolutions feel procedural or constrained, frustration escalates quickly. Even timely closures fail when customers leave uncertain about refunds, rebookings, or next steps.
CX Priorities for Next Month
The priority should be strengthening the resolution authority and clarity. Agents need the ability to provide decisive answers and transparent options without excessive escalation.
Proactive communication during disruptions and stronger post-resolution confirmation will also matter. Customers need to feel the issue is truly closed, not just logged and processed.
Final Word
January’s Airlines CX performance shows a system that responds fast but reassures poorly. Operational speed is no longer the bottleneck. Rebuilding confidence through clearer, fairer outcomes is the real work ahead.
Automobile Industry Monthly CXM Report: January 2026
January CX performance in the automotive sector reflects strong customer attention and rising service pressure. Engagement levels are high, and ticket volumes are significant, indicating an active and vocal customer base engaging across multiple touchpoints.
At the same time, the experience shows signs of strain. Customers are willing to engage, but delays in response and resolution are tempering confidence and keeping sentiment only modestly positive.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.11% |
| Engagement Rate | 25.47% |
| Post Frequency (per day) | 4.42 |
| First Response Time (FRT) | 5 hours, 46 minutes |
| Average Resolution Time | 15 hours, 1 minute |
| Net Promoter Score (NPS) | 12.19% |
| Average Daily Tickets | 482 |
| Average SLA Response Time | 44 minutes |
| Average SLA Resolution Time | 4 hours, 39 minutes |
CXM Diagnosis
Daily ticket volume is high, pointing to sustained dependency on support for service, delivery, and ownership-related issues. Engagement is exceptionally strong, suggesting customers are actively seeking information, updates, or resolution rather than passively consuming content.
However, actual response and resolution times are significantly slower than SLA targets. This gap indicates operational friction under load, likely driven by handoffs between service teams, dealers, and backend systems.
What’s Driving Customer Frustration or Sentiment
Automotive customers typically reach out around service delays, warranty clarity, delivery timelines, and post-purchase support. These are issues tied to both money and time, which raises expectations for clear and timely communication.
The moderately positive NPS suggests customers are not fully dissatisfied, but they are not confident either. Delays appear to be tolerated when outcomes are fair, but prolonged waits increase effort and uncertainty.
CX Priorities for Next Month
Reducing resolution time should be the primary focus. Streamlining coordination between frontline support and service partners will be critical to shortening closure cycles.
Improving first response speed will also help manage expectations early. Faster acknowledgment paired with realistic timelines can reduce follow-ups and protect sentiment as volumes remain high.
Final Word
January’s Automotive CX performance shows strong customer engagement under growing operational pressure. Trust is holding, but it is fragile. Closing the gap between promised speed and actual delivery will determine whether sentiment strengthens or slips in the months ahead.
Insurance Industry Monthly CXM Report: January 2026
Insurance CX performance in January reflects a low-volume environment with measured engagement and generally stable sentiment. Customers are interacting when needed, but expectations around timelines and follow-through remain cautious.
The data suggests an experience that is not broken, but not reassuring either. Outcomes appear acceptable, yet the pace of resolution continues to test patience in moments that matter.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.22% |
| Engagement Rate | 5.17% |
| Post Frequency (per day) | 1.56 |
| First Response Time (FRT) | 3 hours, 16 minutes |
| Average Resolution Time | 1 day, 15 hours, 45 minutes |
| Net Promoter Score (NPS) | 21 |
| Average Daily Tickets | 4.75% |
| Average SLA Response Time | 2 days, 6 hours, 2 minutes |
CXM Diagnosis
Ticket volumes remain very low, which should allow teams to focus on accuracy and care. First response times are reasonable, suggesting that customer queries are being acknowledged without excessive delay.
Resolution time, however, stretches well beyond a day. This indicates downstream friction such as documentation checks, approvals, or dependency on external assessors. The slightly positive NPS shows that customers are not deeply unhappy, but confidence is fragile and conditional on eventual outcomes.
What’s Driving Customer Frustration or Sentiment
Insurance interactions are often tied to claims, eligibility, and financial reassurance. Delays increase anxiety, even when the final decision is acceptable.
Moderate engagement levels suggest customers are actively following up rather than escalating publicly. This points to effort-heavy journeys where customers stay engaged because they must, not because the process feels smooth.
CX Priorities for Next Month
Reducing resolution timelines should be the primary focus. Even incremental improvements in case progression visibility can significantly improve perceived control.
Clearer interim updates and more transparent timelines will also matter. When customers understand why resolution takes time and what stage their case is in, tolerance increases.
Final Word
January’s Insurance CX performance shows acceptable outcomes delivered too slowly. Trust is present, but thin. Improving pace and visibility without compromising accuracy is the fastest way to strengthen customer confidence.
Banking Industry Monthly CXM Report: January 2026
January performance in Banking & Finance shows heightened customer attention without a corresponding lift in confidence. Audience growth and engagement are strong, but customer sentiment remains decisively negative, pointing to unresolved trust issues rather than lack of visibility or reach.
The data suggests customers are watching, reacting, and engaging more than before. What they are not doing is leaving interactions reassured. This gap between attention and trust defines the month.
KPI Snapshot
| Metric | Value |
| Follower Growth | 2.41% |
| Engagement Rate | 8.35% |
| Post Frequency (per day) | 9.38 |
| Average Daily Tickets | 67 |
| Net Promoter Score (NPS) | -36.74% |
CXM Diagnosis
Customer demand is steady and manageable, with ticket volumes well within control. Visibility and content activity are high, as reflected in both follower growth and posting frequency.
Despite this, sentiment remains deeply negative. With no usable response or resolution time data to indicate operational delay, the issue likely sits in outcome quality, policy rigidity, or communication clarity. Customers are engaging, but they are not feeling helped.
What’s Driving Customer Frustration or Sentiment
Banking interactions often revolve around sensitive moments involving money, access, and compliance. In these situations, reassurance matters more than volume or presence.
High engagement suggests customers are actively seeking answers or escalation, not passively consuming information. When those interactions fail to deliver certainty or closure, dissatisfaction compounds quickly.
CX Priorities for Next Month
The priority should be improving resolution confidence. Clear explanations, stronger confirmation at closure, and reduced repeat contact will matter more than additional outreach or content volume.
There is also a need to audit common failure points where customers feel stuck or unheard. Fixing these moments will have a direct impact on sentiment without increasing operational load.
Final Word
January’s Banking & Finance CX performance shows high attention but low trust. Customers are engaged, but unconvinced. The path forward is not more activity, but better outcomes that leave customers confident the issue is truly resolved.
Consumer Packaged Goods (CPG) Industry Monthly CXM Report: January 2026
January performance in Consumer Packaged Goods reflects steady demand with growing strain on service delivery. Customers continue to engage and reach out at a consistent pace, but long response and resolution cycles are testing patience.
The data suggests a category where outcomes are acceptable, but the journey to get there feels slow and effort-heavy. Trust is present, but it is being stretched by delays that customers do not expect for everyday products.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.71% |
| Engagement Rate | 2.75% |
| Post Frequency (per day) | 1.68 |
| First Response Time (FRT) | 19 hours, 41 minutes |
| Average Resolution Time | 3 days, 7 hours, 56 minutes |
| Net Promoter Score (NPS) | 13.26% |
| Average Daily Tickets | 80 |
| Average SLA Response Time | 2 hours, 14 minutes |
| Average SLA Resolution Time | 1 day, 21 hours, 31 minutes |
CXM Diagnosis
Ticket volumes are moderate, indicating manageable operational pressure. However, first response time stretches close to a full day, far exceeding SLA expectations. Resolution timelines extend beyond three days, signaling downstream bottlenecks rather than intake issues alone.
Despite these delays, NPS remains positive. This suggests customers are eventually satisfied with outcomes, but the process requires persistence and follow-up, increasing overall effort.
What’s Driving Customer Frustration or Sentiment
CPG customers typically contact support for delivery issues, damaged goods, refunds, or product quality concerns. These are routine issues with low tolerance for delay.
The wide gap between SLA targets and actual experience likely drives early frustration. Customers expect quick acknowledgment and predictable timelines, and prolonged silence or slow progression weakens confidence even if the issue is resolved fairly.
CX Priorities for Next Month
Reducing resolution time should be the primary focus. Simplifying workflows for common issues and improving coordination with logistics and fulfillment partners will have the biggest impact.
Improving first response speed will also help reset expectations early. Even a simple acknowledgment with clear next steps can reduce repeat follow-ups and perceived effort.
Final Word
January’s Consumer Packaged Goods CX performance shows customers willing to stay patient, but only up to a point. Outcomes are holding sentiment above neutral, but long delays are a risk. Closing the gap between promised timelines and actual delivery will be critical to sustaining trust.
Fast-Moving Consumer Goods (FMCG) Beverage Industry Monthly CXM Report: January 2026
January performance in FMCG shows sustained demand and high operational pressure, with customer sentiment slipping under the weight of slow responsiveness. Engagement remains healthy, and ticket volumes are heavy, but delays early in the journey are shaping how customers judge the experience.
The data reflects a category where customers interact frequently and expect quick acknowledgment. When that expectation is missed, frustration builds fast, even if issues are eventually resolved.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.85% |
| Engagement Rate | 6.52% |
| Post Frequency (per day) | 4.63 |
| First Response Time (FRT) | 1 day, 9 hours, 41 minutes |
| Average Resolution Time | 1 day, 8 hours, 33 minutes |
| Net Promoter Score (NPS) | -12.1% |
| Average Daily Tickets | 379 |
| Average SLA Response Time | 30 minutes |
| Average SLA Resolution Time | 1 day, 11 minutes |
CXM Diagnosis
Daily ticket volumes are high, indicating constant customer reliance on support for order, delivery, and product-related issues. While resolution time is broadly aligned with SLA expectations, the first response delay is significant.
This creates a poor first impression. Customers wait more than a day to be acknowledged, which overshadows the fact that resolution itself is relatively timely once the case is active. The negative NPS reflects this imbalance between intake experience and final outcome.
What’s Driving Customer Frustration or Sentiment
FMCG customers expect speed by default. Missing items, damaged goods, or refund questions feel urgent, even if the monetary value is low.
The large gap between promised response time and actual acknowledgment undermines trust early. Customers feel ignored before they feel helped, which drives dissatisfaction even when the issue is resolved within a reasonable window.
CX Priorities for Next Month
Improving first response speed must be the top priority. Faster acknowledgment alone would reduce anxiety, repeat follow-ups, and negative sentiment at scale.
In parallel, better triaging of high-frequency issues and clearer automated updates can help manage volume without adding agent load. Stabilising the intake experience will have the biggest impact on perception.
Final Word
January’s FMCG CX performance shows how damaging delayed acknowledgment can be in high-volume environments. Resolution speed is not the core problem. Being seen and heard early is. Closing that gap is essential to restoring customer confidence.
Real Estate Industry Monthly CXM Report: January 2026
January performance in Real Estate shows strong customer interest paired with slow service follow-through. Engagement remains high, and sentiment is positive, but delays in response and resolution are creating avoidable friction in a category where timing signals credibility.
The data reflects a market where customers are actively exploring, enquiring, and following up. What holds the experience back is not demand, but the pace at which that demand is handled.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.56% |
| Engagement Rate | 10.1% |
| Post Frequency (per day) | 2.4 |
| First Response Time (FRT) | 10 hours, 10 minutes |
| Average Resolution Time | 1 day, 20 hours, 31 minutes |
| Net Promoter Score (NPS) | 15.47% |
| Average Daily Tickets | 27 |
| Average SLA Response Time | 5 minutes |
| Average SLA Resolution Time | 9 hours |
CXM Diagnosis
Ticket volumes are low, indicating that teams are not under scale pressure. Engagement, however, is high, suggesting customers are serious and intent-driven in their interactions.
The major gap lies between SLA expectations and actual performance. First responses are delayed by several hours, and resolutions stretch close to two days. Despite this, sentiment remains positive, which points to acceptable outcomes once customers are finally engaged.
What’s Driving Customer Frustration or Sentiment
Real estate conversations often revolve around pricing, availability, site visits, and documentation. These are time-sensitive moments where delayed acknowledgment can feel like lost opportunity rather than inconvenience.
Positive NPS suggests customers ultimately feel treated fairly, but the journey requires waiting and follow-ups. Confidence is being maintained, but it is doing so in spite of delays, not because of the experience design.
CX Priorities for Next Month
Improving first response speed should be the immediate priority. Faster acknowledgment would better match customer urgency and preserve intent early in the journey.
Shortening resolution cycles for common enquiries through clearer ownership and pre-defined workflows can also reduce effort without increasing volume or cost.
Final Word
January’s Real Estate CX performance shows healthy interest and stable trust, constrained by slow execution. Customers are willing to engage, but momentum matters. Speed at the start of the journey will determine how much of that interest converts into confidence.
Gaming Industry Monthly CXM Report: January 2026
January performance in Gaming reflects an intense, always-on customer environment where engagement is explosive and service teams are operating under constant pressure. Players are highly active, highly vocal, and deeply invested in outcomes.
The data shows a notable shift from December. While volume remains extreme, sentiment has improved, suggesting that faster handling and clearer outcomes are beginning to stabilize trust in a volatile ecosystem.
KPI Snapshot
KPI | Value |
Follower Growth | 1.42% |
Engagement Rate | 351.82% |
Post Frequency (per day) | 18.9 |
First Response Time (FRT) | 3 hours, 24 minutes |
Average Resolution Time | 3 hours, 30 minutes |
Net Promoter Score (NPS) | 18.61% |
Average Daily Tickets | 959 |
CXM Diagnosis
Daily ticket volume is extremely high, reflecting constant interaction driven by gameplay issues, transactions, rewards, and account access. Despite this load, response and resolution times remain tight, indicating strong operational discipline and tooling.
Unlike prior periods, sentiment has turned positive. This suggests that speed is now being matched with acceptable resolution quality. Players may still be frustrated in the moment, but they are leaving interactions feeling heard and handled.
What’s Driving Customer Frustration or Sentiment
Gaming customers react instantly to friction. Bugs, outages, and balance issues carry emotional weight and spread quickly across communities.
The exceptionally high engagement rate points to reactive conversation rather than passive consumption. What has changed is outcome confidence. When players see issues resolved within hours and explanations feel consistent, frustration de-escalates even at scale.
CX Priorities for Next Month
Maintaining resolution consistency should be the top priority. At this volume, even small variations in decision-making or messaging can reignite dissatisfaction.
Proactive communication around known issues, updates, and fixes will also matter. Reducing uncertainty before players need to contact support can prevent spikes and protect sentiment.
Final Word
January’s Gaming CX performance shows that speed paired with credible outcomes can shift sentiment, even under extreme pressure. The system is holding, trust is improving, and consistency will determine whether that progress sustains.
Healthcare Industry Monthly CXM Report: January 2026
January performance in Healthcare reflects steady growth and a largely stable experience under moderate operational pressure. Customer sentiment remains positive, suggesting that trust is holding even as response and resolution timelines stretch.
The data points to a category where accuracy and reassurance continue to outweigh raw speed. Customers are engaging when needed and leaving interactions reasonably confident in outcomes.
KPI Snapshot
| KPI | Value |
| Follower Growth | 2.83% |
| Engagement Rate | 3.7% |
| Post Frequency (per day) | 3.79 |
| First Response Time (FRT) | 6 hours, 51 minutes |
| Average Resolution Time | 12 hours, 10 minutes |
| Net Promoter Score (NPS) | 17.66% |
| Average Daily Tickets | 154 |
| Average SLA Response Time | 31 minutes |
| Average SLA Resolution Time | 1 day, 4 hours |
Ticket volumes are moderate, indicating steady reliance on support without overwhelming scale. Response times are slower than SLA expectations, but not excessively so, given the nature of healthcare interactions.
Resolution time sits well within SLA limits, which helps preserve confidence. The positive NPS suggests that customers value correctness, empathy, and clear guidance more than immediate replies.
What’s Driving Customer Frustration or Sentiment
Healthcare customers often reach out about appointments, reports, billing clarity, or care coordination. These interactions carry emotional weight, and customers are more forgiving of delays when communication is clear and outcomes feel dependable.
Engagement levels remain controlled, indicating that customers are not escalating unnecessarily. This points to journeys that may be slow at the start but stabilize once context is established.
CX Priorities for Next Month
Improving first response speed would strengthen early reassurance, especially during high-volume periods. Even modest gains here can reduce anxiety and repeated contact.
Maintaining resolution quality should remain non-negotiable. Any attempt to speed up must preserve accuracy and empathy, as these are central to trust in healthcare CX.
Final Word
January’s Healthcare CX performance shows a system that prioritizes getting it right over getting it fast. Sentiment is positive because outcomes feel reliable. Sustaining this balance while tightening early response will be key to long-term confidence.
Hospitality Industry Monthly CXM Report: January 2026
January performance in Hospitality reflects a category that continues to excel on emotional outcomes. Customer engagement is strong, service volumes are manageable, and sentiment is exceptionally positive.
The data shows an experience where guests feel cared for and heard. Even when issues take time to resolve, the way they are handled is reinforcing trust rather than eroding it.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.86% |
| Engagement Rate | 12.06% |
| Post Frequency (per day) | 1.7 |
| First Response Time (FRT) | 2 hours, 54 minutes |
| Average Resolution Time | 11 hours, 29 minutes |
| Average Daily Tickets | 27 |
| Net Promoter Score (NPS) | 77.94% |
| Average SLA Response Time | 8 minutes |
CXM Diagnosis
Ticket volumes are low, giving teams the bandwidth to focus on quality and personalization. First response times are quick enough to reassure guests, and resolution timelines remain reasonable for hospitality-related issues.
The extremely high NPS indicates that customers judge the experience on tone, accountability, and follow-through rather than raw speed. Service interactions are reinforcing brand warmth and reliability.
What’s Driving Customer Frustration or Sentiment
Hospitality customers care deeply about how issues are handled, not just whether they are handled. Delays are tolerated when communication is clear and empathetic.
High engagement combined with strong sentiment suggests guests are reaching out to enhance their experience, not just to complain. This points to confidence in service channels and staff.
CX Priorities for Next Month
The priority should be consistency. As volumes fluctuate, maintaining the same level of attentiveness and resolution quality will be critical.
There is also room to reduce resolution time for routine requests without altering the service model. Faster closure on simple issues can further strengthen an already strong experience.
Final Word
January’s Hospitality CX performance shows what effective service design looks like in practice. Speed supports the experience, but care defines it. This balance is driving exceptional trust and advocacy.
Online Travel Agencies Monthly CXM Report: January 2026
January performance in Online Travel Agencies reflects steady customer demand paired with mounting frustration. While audience growth and posting activity remain healthy, the service experience is struggling to keep up with customer urgency.
The data shows a familiar travel pattern. Customers reach out when plans are time-sensitive and emotionally charged. When responses and resolutions take days, trust erodes quickly, even if the volume itself is manageable.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.9% |
| Engagement Rate | 3.41% |
| Post Frequency (per day) | 3.98 |
| First Response Time (FRT) | 1 day, 11 hours, 45 minutes |
| Average Resolution Time | 1 day, 18 hours, 54 minutes |
| Average Daily Tickets | 68 |
| Net Promoter Score (NPS) | -13.27% |
| Average SLA Response Time | 5 hours, 38 minutes |
| Average SLA Resolution Time | 14 hours, 7 minutes |
CXM Diagnosis
Ticket volumes are moderate and should be operationally manageable. However, first response times stretch well beyond a full day, significantly missing SLA expectations. Resolution timelines follow the same pattern, compounding uncertainty.
The negative NPS indicates that customers are not judging the experience kindly. The issue is not awareness or engagement, but the inability to respond and resolve within the window that travel decisions demand.
What’s Driving Customer Frustration or Sentiment
OTA customers typically reach out during disruptions, booking changes, cancellations, or refund situations. These are moments where speed signals control.
The wide gap between SLA targets and actual experience creates a credibility problem. Customers feel anxious before they feel supported, and repeated follow-ups amplify dissatisfaction even if the issue is eventually resolved.
CX Priorities for Next Month
Reducing first response time should be the immediate priority. Faster acknowledgment alone would lower anxiety and reduce repeat contact.
Improving visibility into case status and setting clearer expectations around timelines will also matter. Customers are more patient when they know what is happening and when to expect closure.
Final Word
January’s Online Travel Agency CX performance shows demand without reassurance. Growth and activity are not the issue. Responsiveness is. Closing the gap between urgency and execution is critical to stabilising customer trust.
Manufacturing Industry Monthly CXM Report: January 2026
January performance in Manufacturing reflects a stable, outcome-driven experience where customer trust remains strong despite slower response cycles. Engagement is healthy, demand is controlled, and sentiment is decisively positive.
The data points to a sector where customers value certainty and follow-through more than immediacy. Interactions may take time, but they are ending with confidence rather than frustration.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.24% |
| Engagement Rate | 5.21% |
| Post Frequency (per day) | 2.33 |
| First Response Time (FRT) | 12 hours, 1 minute |
| Average Resolution Time | 1 day, 5 hours, 35 minutes |
| Net Promoter Score (NPS) | 48.11% |
| Average Daily Tickets | 73 |
| Average SLA Response Time | 27 minutes |
| Average SLA Resolution Time | 3 hours, 51 minutes |
CXM Diagnosis
Ticket volumes are moderate and well within manageable limits. Engagement indicates active customer communication without signs of escalation pressure.
Response and resolution times exceed SLA expectations by a wide margin, pointing to process dependencies rather than frontline capacity issues. Despite this, the high NPS shows that customers judge the experience on outcome reliability, technical accuracy, and accountability.
What’s Driving Customer Frustration or Sentiment
Manufacturing customers typically engage around specifications, delivery coordination, production timelines, or issue remediation. These are high-impact interactions where correctness matters more than speed.
Positive sentiment suggests customers are comfortable waiting when communication is clear and commitments are met. Frustration is likely minimized by transparency and confidence in final outcomes.
CX Priorities for Next Month
Aligning SLA targets with real operational timelines should be a priority. When SLAs are consistently missed, even satisfied customers may begin to question predictability.
Improving early-stage communication and setting realistic expectations at first response can further reduce perceived delay without changing backend processes.
Final Word
January’s Manufacturing CX performance shows a system built on trust rather than urgency. Outcomes are strong, sentiment is healthy, and customers feel supported. Sustaining this will depend on better alignment between promised speed and actual delivery.
EdTech Industry Monthly CXM Report: January 2026
January performance in EdTech reflects a period of explosive growth paired with a largely stable service experience. Audience expansion and engagement are exceptionally high, indicating strong market interest and active learner participation.
The data suggests a sector scaling rapidly without losing customer trust. Support teams are absorbing increased visibility and demand while still delivering outcomes that leave users confident.
KPI Snapshot
| KPI | Value |
| Follower Growth | 145.55% |
| Engagement Rate | 97.21% |
| Post Frequency (per day) | 2.27 |
| First Response Time (FRT) | 4 hours, 28 minutes |
| Average Resolution Time | 11 hours, 28 minutes |
| Average Daily Tickets | 120 |
| Net Promoter Score (NPS) | 41.12% |
| Average SLA Response Time | 2 minutes |
| Average SLA Resolution Time | 8 hours, 43 minutes |
CXM Diagnosis
Ticket volumes are meaningful but not overwhelming given the scale of growth. First response time exceeds SLA targets, yet remains fast enough to reassure users early in the journey.
Resolution timelines are broadly aligned with expectations, which is helping sentiment stay positive. The strong NPS indicates that once learners engage with support, they feel guided and supported through to closure.
What’s Driving Customer Frustration or Sentiment
EdTech users typically reach out around access issues, onboarding, certifications, payments, or progress tracking. These are high-intent moments where clarity and follow-through matter more than instant replies.
The extremely high engagement rate reflects active learning communities rather than complaint-driven interaction. Users appear invested and patient as long as outcomes are clear and dependable.
CX Priorities for Next Month
As growth continues, protecting response consistency will be critical. First response times should not drift further as visibility and volume increase.
Expanding self-serve guidance and proactive communication for common issues can reduce ticket pressure while preserving human support for complex learner needs.
Final Word
January’s EdTech CX performance shows a sector growing fast without losing trust. Outcomes remain strong, sentiment is healthy, and operations are holding. Sustaining this momentum will depend on keeping response discipline tight as scale accelerates.
Q-Commerce Industry Monthly CXM Report: January 2026
January performance in Q-Commerce highlights a sharp disconnect between operational speed and customer trust. Activity levels are high, volumes are intense, and issues are being handled quickly, yet customer sentiment has collapsed.
The data makes one thing clear. Speed is no longer the differentiator in Q-Commerce. Outcomes, fairness, and consistency are. When those fail, fast handling only accelerates dissatisfaction.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.5% |
| Engagement Rate | 5.12% |
| Post Frequency (per day) | 5.73 |
| First Response Time (FRT) | 4 hours, 39 minutes |
| Average Resolution Time | 3 hours, 22 minutes |
| Net Promoter Score (NPS) | -83.98% |
| Average Daily Tickets | 469 |
CXM Diagnosis
Daily ticket volume is extremely high, reflecting constant dependency on support for order accuracy, delivery failures, refunds, and inventory issues. From an operational lens, response and resolution speeds are strong given the scale.
However, the catastrophic NPS indicates that customers are not leaving interactions feeling helped. This suggests rushed closures, repeat issues, or resolutions that favour operational efficiency over customer fairness.
What’s Driving Customer Frustration or Sentiment
Q-Commerce customers expect instant gratification and accuracy. Missing items, late deliveries, or incorrect refunds feel unacceptable, not inconvenient.
Fast resolution does not compensate when the outcome feels partial or incorrect. Customers would rather wait slightly longer for a clear, fair fix than receive a rapid response that forces them to follow up again.
CX Priorities for Next Month
Resolution quality must take precedence over throughput. Agents need clearer authority, better context, and stronger guardrails to deliver outcomes that stick.
Root-cause fixes in fulfillment, rider coordination, and inventory accuracy are essential. CX teams cannot absorb systemic operational failures at this scale without sentiment collapsing.
Final Word
January’s Q-Commerce CX performance shows the limits of speed. When trust breaks, faster replies only surface problems sooner. Restoring confidence will require fewer mistakes, fairer resolutions, and outcomes customers believe in.
Retail Monthly CXM Report: January 2026
January performance in Retail shows a category managing scale without losing customer goodwill. Engagement is healthy, ticket volumes are high, and sentiment remains strongly positive despite slow response and resolution cycles.
The data suggests customers are willing to wait when outcomes are reliable. Retail CX this month is not fast, but it is trusted.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.11% |
| Engagement Rate | 7.5% |
| Post Frequency (per day) | 3.45 |
| First Response Time (FRT) | 15 hours, 58 minutes |
| Average Resolution Time | 4 days, 41 minutes |
| Net Promoter Score (NPS) | 51% |
| Average Daily Tickets | 294 |
| Net Promoter Score (NPS) | 23.69% |
| Average SLA Response Time | 45 minutes |
| Average SLA Resolution Time | 7 hours, 13 minutes |
CXM Diagnosis
Daily ticket volume is high, reflecting the operational intensity of retail across orders, returns, delivery issues, and refunds. Response and resolution times significantly exceed SLA targets, pointing to backlog pressure and complex fulfillment dependencies.
Despite this, NPS remains strongly positive. This indicates that customers judge the experience on resolution fairness and follow-through rather than speed alone. When issues are closed, they are closed well.
What’s Driving Customer Frustration or Sentiment
Retail customers expect issues, especially at scale. What they care about is whether the brand takes ownership and resolves them without repeated effort.
The long resolution cycle likely creates interim frustration, but positive sentiment suggests customers feel heard and compensated appropriately by the end of the journey.
CX Priorities for Next Month
Reducing resolution time should be a priority, especially for repeatable issues like refunds and delivery exceptions. Faster closure would materially improve effort perception without requiring perfect speed.
Aligning SLA expectations with real-world operations will also be important. Persistent SLA misses, even with positive sentiment, can weaken trust over time.
Final Word
January’s Retail CX performance shows resilience. Customers are patient when outcomes are fair and reliable. The opportunity ahead is to preserve that trust while gradually reducing the effort required to reach resolution.
Apparel Industry Monthly CXM Report: January 2026
January performance in Apparel & Lifestyle shows a category with healthy demand and engagement, but fragile customer confidence. Growth and activity are steady, yet service outcomes are not consistently leaving customers reassured.
The data points to an experience that is operationally functional but emotionally underwhelming. Customers are getting responses and resolutions, but not in a way that builds loyalty.
KPI Snapshot
| KPI | Value |
| Follower Growth | 1.68% |
| Engagement Rate | 4.58% |
| Post Frequency (per day) | 2.39 |
| First Response Time (FRT) | 8 hours, 55 minutes |
| Average Resolution Time | 13 hours |
| Net Promoter Score (NPS) | -5.21% |
| Average Daily Tickets | 52 |
| Average SLA Response Time | 5 hours, 38 minutes |
| Average SLA Resolution Time | 14 hours, 7 minutes |
CXM Diagnosis
Ticket volumes are relatively low, suggesting the category is not under operational strain. Response and resolution times are broadly aligned with SLA expectations, indicating process discipline.
Despite this, NPS remains slightly negative. This signals a gap between operational closure and customer satisfaction. Issues may be resolved, but not in ways customers perceive as fair, flexible, or empathetic.
What’s Driving Customer Frustration or Sentiment
Apparel and lifestyle customers are sensitive to fit, quality, returns, and refunds. These are emotionally charged moments where policy rigidity is quickly felt.
Even small delays or friction in exchanges and refunds can outweigh otherwise decent response times. Customers judge the experience on ease and tone, not just speed.
CX Priorities for Next Month
Improving resolution quality should take priority over further speed gains. Clearer ownership, better goodwill gestures, and smoother return journeys can materially improve sentiment.
There is also an opportunity to proactively communicate policies and timelines earlier in the journey to reduce disappointment when issues arise.
Final Word
January’s Apparel & Lifestyle CX performance shows that efficiency alone is not enough. Customers want to feel accommodated, not processed. Closing that emotional gap will be key to turning steady demand into lasting loyalty.
Telecommunications (Telecom) Industry Monthly CXM Report: January 2026
January performance in Telecommunications reflects a category under steady demand with improving customer confidence. Engagement is moderate, volumes are high, and service responsiveness is strong enough to prevent frustration from escalating.
The data suggests a sector that is operationally busy but largely in control. Customers are reaching out frequently, yet the experience is holding together because acknowledgment is timely and outcomes are dependable.
KPI Snapshot
| KPI | Value |
| Follower Growth | 0.58% |
| Engagement Rate | 3.68% |
| Post Frequency (per day) | 4.06 |
| First Response Time (FRT) | 2 hours, 37 minutes |
| Average Resolution Time | 10 hours, 44 minutes |
| Net Promoter Score (NPS) | 19.61% |
| Average Daily Tickets | 271 |
| Average SLA Response Time | 20 minutes |
| Average SLA Resolution Time | 30 minutes |
CXM Diagnosis
Ticket volumes are high, reflecting constant dependency on support for service continuity. Despite this pressure, response and resolution times remain relatively tight, indicating effective routing and agent utilization.
Actual response and resolution exceed SLA targets, but not to a degree that is damaging sentiment. The positive NPS suggests customers judge the experience by outcome reliability rather than strict adherence to SLA speed.
What’s Driving Customer Frustration or Sentiment
Telecom customers typically reach out for service disruptions, billing issues, or plan changes. These interactions are often urgent, but customers are willing to tolerate short waits if resolution is clear and dependable.
Healthy engagement combined with positive sentiment indicates that customers feel heard and supported. Frustration is likely contained due to predictable outcomes and consistent communication.
CX Priorities for Next Month
Reducing the gap between SLA targets and actual response times would further strengthen confidence, especially during peak volume periods.
Maintaining resolution quality while managing high ticket inflow should remain a priority. Any degradation in clarity or consistency would quickly surface in sentiment.
Final Word
December’s Telecommunications CX performance shows a system under pressure but in control. Customers are engaged, outcomes are reliable, and trust is holding. Sustained discipline in execution will be key to keeping sentiment stable at scale.
