| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Customer intelligence and data science | GTM data and infrastructure | 18% | 1 of 142 | 13% | 47 | accepted challenger | ▲+13Since September 2026: 6% → 19%, +13 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| Web analytics | GTM data and infrastructure | 8% | 2 of 91 | 6% | 35 | accepted challenger | |
| Session replay and heatmaps | GTM data and infrastructure | 0% | 20 of 56 | 8% | 12 | accepted challenger | |
| Mobile apps | Marketing | 0% | 37 of 117 | 0% | 3 | under 10 labels · led by Customer.io at 17% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data management platforms | GTM data and infrastructure | 0% | 43 of 159 | 0% | 2 | under 10 labels · led by Segment at 37% | newNew since September 2026: not ranked then, 0% now. |
| Experimentation and personalization | Marketing | 0% | 56 of 71 | 50% | 2 | under 10 labels · led by VWO at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Attribution and marketing mix modeling | Marketing | 0% | 116 of 123 | 100% | 1 | under 10 labels · led by Dreamdata at 27% | newNew since September 2026: not ranked then, 0% now. |
| Audience and consumer insights platforms | Marketing | 0% | 98 of 155 | 0% | 1 | under 10 labels · led by SparkToro at 19% | |
| Search and social advertising platforms | Marketing | 0% | 97 of 113 | 100% | 1 | under 10 labels · led by Google Ads at 13% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Customer intel | 6% | 19% | ▲+13Since September 2026: 6% → 19%, +13 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 4 → 1 of 142 |
| Web analytics | 0% | 9% | newNew since September 2026: not ranked then, 9% now. | New this edition | Rank 2 of 91, unchanged |
| Session replay | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 20 of 56, unchanged |
| Mobile apps | 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 29 → 37 of 117 |
| DMP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 43 of 159, unchanged |
| Experimentation | 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 29 → 56 of 71 |
| Attribution & MMM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 116 of 123, unchanged |
| Audience insights | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 98 of 155, unchanged |
| Paid ads | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 97 of 113, unchanged |
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 | 0 | 3 | 5 | 0 | 8 |
| GPT-5.4 mini | 3 | 1 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 2 | 3 | 3 | 1 | 9 |
| Perplexity Sonar | 0 | 3 | 1 | 2 | 6 |
| Grok 4.1 Fast | 1 | 5 | 3 | 2 | 11 |
| Mistral Small | 0 | 2 | 3 | 1 | 6 |
| DeepSeek V4 Flash | 4 | 4 | 2 | 1 | 11 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 5 | 1 | 1 | 9 |
| Kimi K2 | 1 | 7 | 2 | 1 | 11 |
| GLM 4.7 FlashX | 3 | 3 | 1 | 1 | 8 |
| MiniMax M2.5 | 3 | 1 | 0 | 1 | 5 |
| GPT-6 Luna | 2 | 2 | 2 | 0 | 6 |
| Muse Glimmer 30B | 1 | 4 | 0 | 1 | 6 |
Verbatim evidence the judge attached to positive labels.
“Amplitude is described as a digital analytics platform that connects product analytics, web analytics, session replay, experimentation, and customer data activation in one place” Muse Glimmer 30B · Customer intel · comparative prompt · first choice
“Amplitude is widely recognized as a top-tier behavioral analytics platform... Choose Amplitude if you want to understand how your users interact with your digital product” GLM 4.7 FlashX · Customer intel · paraphrase prompt · first choice
“Amplitude: "Most sophisticated behavioral analysis for mature organizations with 500+ employees and dedicated analytics engineering resources"” Kimi K2 · Web analytics · scale prompt · first choice
“Choose Amplitude or Mixpanel if you're a product team focused on understanding feature adoption, funnels, and retention.” DeepSeek V4 Flash · Customer intel · comparative 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.
“Verdict: Avoid if your team lacks data science resources or if you need quick, non-technical insights.” GLM 4.7 FlashX · Customer intel · negative prompt · hard negative
“Highest concern: Amplitude and Dialpad due to active, substantiated privacy litigation.” Kimi K2 · Customer intel · negative prompt · hard negative
“Mixpanel/Amplitude: Great for product analytics, weak on full-funnel B2B revenue/CRM” Grok 4.1 Fast · Attribution & MMM · paraphrase prompt · hard negative
“Product analytics tools like Amplitude, Mixpanel, and Heap are better for funnels, retention, and feature adoption, but they are not ideal substitutes for traditional website analytics.” Perplexity Sonar · Web analytics · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 248 of the 287 answers that named Amplitude and are not a share of its labels.
486 of the 598 domain citations in answers naming Amplitude 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 | 1,701 | 28 | 2026-09-28 | ||
| Glossary or explainer | 826 | 0 | 2026-05-29 | ||
| Conference or event | 370 | 5 | 2026-09-30 | ||
| Template or tool | 237 | 0 | 2026-04-06 | ||
| News or press | 193 | 0 | 2026-05-05 | ||
| Comparison | 121 | 2 | 2026-09-25 | ||
| Case study | 61 | 0 | 2026-02-17 | ||
| Webinar or virtual event | 42 | 1 | 2026-07-15 | ||
| Report or ebook | 30 | 0 | 2024-03-29 | ||
| Podcast or video | 4 | 0 | 2024-06-25 |
As the event pages on amplitude.com state them, read September 28, 2026.
Every page amplitude.com 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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
What Amplitude's own pages state, read September 28, 2026: amplitude.com, amplitude.com/pricing, trust.amplitude.com, amplitude.com/platform-updates, amplitude.com/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 Amplitude'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 Amplitude, 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 Amplitude by email, built from the raw record of the edition. It shows:
AI models recommend Amplitude first in Customer intelligence and data science this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Amplitude is among the products AI models recommend first in Web analytics this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.