| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Product analytics | GTM data and infrastructure | 10% | 4 of 40 | 13% | 46 | accepted challenger | ▲+1Since September 2026: 11% → 12%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Digital adoption and onboarding | Customer | 8% | 4 of 45 | 33% | 60 | criticized challenger | ▼−1Since September 2026: 10% → 10%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| In-app messaging and customer communications | Customer | 3% | 7 of 105 | 11% | 27 | accepted challenger | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer intelligence and data science | GTM data and infrastructure | 2% | 14 of 142 | 12% | 8 | under 10 labels · led by Amplitude at 18% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Session replay and heatmaps | GTM data and infrastructure | 2% | 17 of 56 | 25% | 4 | under 10 labels · led by Microsoft Clarity at 33% | |
| Mobile apps | Marketing | 2% | 17 of 117 | 0% | 3 | under 10 labels · led by Customer.io at 17% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Client onboarding platforms | Customer | 0% | 30 of 104 | 25% | 8 | under 10 labels · led by Rocketlane at 47% | |
| Customer feedback and surveys | Customer | 0% | 33 of 84 | 0% | 3 | under 10 labels · led by CustomerGauge at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Web analytics | GTM data and infrastructure | 0% | 28 of 91 | 0% | 3 | under 10 labels · led by Google Analytics 4 at 57% | |
| Interactive demo platforms | Sales | 0% | 50 of 50 | 100% | 2 | under 10 labels · led by Storylane at 31% | |
| Customer education and LMS | Customer | 0% | 59 of 86 | 0% | 1 | under 10 labels · led by LearnUpon at 26% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Customer intel | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 28 → 14 of 142 |
| Session replay | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 17 of 56, unchanged |
| In-app messaging | 2% | 4% | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 7 of 105 |
| Product analytics | 11% | 12% | ▲+1Since September 2026: 11% → 12%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 of 40, unchanged |
| Digital adoption | 10% | 10% | ▼−1Since September 2026: 10% → 10%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 4 of 45 |
| Mobile apps | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 17 of 117 |
| Client onboarding | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 30 of 104, unchanged |
| Feedback | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 32 → 33 of 84 |
| Web analytics | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 28 of 91, unchanged |
| Interactive demos | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 50 of 50, unchanged |
| Customer education | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 44 → 59 of 86 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 3 | 4 | 3 | 12 |
| GPT-5.4 mini | 0 | 6 | 2 | 0 | 8 |
| Gemini 3.5 Flash | 2 | 9 | 0 | 5 | 16 |
| Perplexity Sonar | 0 | 5 | 3 | 2 | 10 |
| Grok 4.1 Fast | 3 | 6 | 3 | 4 | 16 |
| Mistral Small | 1 | 5 | 2 | 1 | 9 |
| DeepSeek V4 Flash | 1 | 5 | 4 | 4 | 14 |
| Llama 4 Maverick | 1 | 0 | 1 | 1 | 3 |
| Qwen 3.7 Flash | 2 | 8 | 2 | 3 | 15 |
| Kimi K2 | 1 | 7 | 5 | 5 | 18 |
| GLM 4.7 FlashX | 0 | 5 | 1 | 4 | 10 |
| MiniMax M2.5 | 5 | 3 | 3 | 0 | 11 |
| GPT-6 Luna | 0 | 7 | 0 | 1 | 8 |
| Muse Glimmer 30B | 0 | 8 | 5 | 2 | 15 |
Verbatim evidence the judge attached to positive labels.
“I'd typically suggest starting with Appcues or Pendo depending on whether you prioritize simplicity (Appcues) or analytics-driven guidance (Pendo).” Claude Haiku 4.5 · Digital adoption · paraphrase prompt · first choice
“I'd recommend Amplitude for pure analytics power, or Pendo if you want to combine insights with in-product engagement” MiniMax M2.5 · Product analytics · direct prompt · first choice
“I'd suggest starting with Pendo or Whatfix as they offer the best balance of features, pricing, and ease of use” MiniMax M2.5 · Digital adoption · direct prompt · first choice
“I'd suggest starting with Amplitude or Pendo as they balance powerful features with reasonable pricing” MiniMax M2.5 · Product analytics · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Skip Pendo unless your product team desperately needs a deep "system of record" for product analytics” Gemini 3.5 Flash · Digital adoption · paraphrase prompt · hard negative
“Platforms to Avoid for Mid-Market ... Pendo | Expensive (~$4,083/month median); steep learning curve” Kimi K2 · Digital adoption · direct prompt · hard negative
“Avoid enterprise-heavy platforms like ... Pendo (which is better for large enterprises)” Kimi K2 · In-app messaging · direct prompt · hard negative
“Avoid Pendo if your primary need is in-app guidance.” DeepSeek V4 Flash · Digital adoption · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 420 of the 453 answers that named Pendo and are not a share of its labels.
1,090 of the 1,245 domain citations in answers naming Pendo came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 297 | undated | |||
| Podcast or video | 212 | undated | |||
| Case study | 194 | undated | |||
| News or press | 157 | undated | |||
| Glossary or explainer | 70 | undated | |||
| Conference or event | 62 | undated | |||
| Comparison | 23 | 0 | 2026-04-15 | ||
| Webinar or virtual event | 10 | undated | |||
| Template or tool | 6 | undated | |||
| Report or ebook | 5 | undated |
Every page pendo.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Pendo's own pages state, read September 28, 2026: pendo.io, pendo.io/pricing, trust.pendo.io, pendo.io/product/mcp, pendo.io/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Pendo's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Pendo, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Pendo by email, built from the raw record of the edition. It shows: