| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Product analytics | GTM data and infrastructure | 24% | 2 of 40 | 14% | 70 | accepted challenger | ▼−4Since September 2026: 28% → 24%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer intelligence and data science | GTM data and infrastructure | 10% | 3 of 142 | 9% | 53 | accepted challenger | ▲+8Since September 2026: 4% → 12%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Web analytics | GTM data and infrastructure | 7% | 3 of 91 | 5% | 38 | accepted challenger | |
| Session replay and heatmaps | GTM data and infrastructure | 2% | 11 of 56 | 12% | 8 | under 10 labels · led by Microsoft Clarity at 33% | |
| Mobile apps | Marketing | 0% | 46 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. |
| App store optimization tools | Marketing | 0% | 47 of 56 | 0% | 1 | under 10 labels · led by AppTweak at 39% | |
| Attribution and marketing mix modeling | Marketing | 0% | 119 of 123 | 100% | 1 | under 10 labels · led by Dreamdata at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Audience and consumer insights platforms | Marketing | 0% | 119 of 155 | 0% | 1 | under 10 labels · led by SparkToro at 19% | |
| Data management platforms | GTM data and infrastructure | 0% | 86 of 159 | 0% | 1 | under 10 labels · led by Segment at 37% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Customer intel | 4% | 12% | ▲+8Since September 2026: 4% → 12%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 3 of 142 |
| Web analytics | 0% | 8% | newNew since September 2026: not ranked then, 8% now. | New this edition | Rank 3 of 91, unchanged |
| Product analytics | 28% | 24% | ▼−4Since September 2026: 28% → 24%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 40, unchanged |
| Session replay | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 11 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 27 → 46 of 117 |
| App store optimization | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 47 of 56, unchanged |
| Attribution & MMM | 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 82 → 119 of 123 |
| Audience insights | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 119 of 155, unchanged |
| DMP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 86 of 159, 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 | 2 | 6 | 5 | 1 | 14 |
| GPT-5.4 mini | 2 | 5 | 1 | 0 | 8 |
| Gemini 3.5 Flash | 5 | 6 | 4 | 1 | 16 |
| Perplexity Sonar | 1 | 5 | 2 | 2 | 10 |
| Grok 4.1 Fast | 2 | 7 | 5 | 4 | 18 |
| Mistral Small | 3 | 5 | 4 | 0 | 12 |
| DeepSeek V4 Flash | 4 | 5 | 4 | 2 | 15 |
| Llama 4 Maverick | 1 | 1 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 4 | 7 | 1 | 1 | 13 |
| Kimi K2 | 3 | 5 | 5 | 2 | 15 |
| GLM 4.7 FlashX | 2 | 6 | 3 | 2 | 13 |
| MiniMax M2.5 | 3 | 6 | 5 | 1 | 15 |
| GPT-6 Luna | 3 | 6 | 1 | 2 | 12 |
| Muse Glimmer 30B | 0 | 8 | 2 | 1 | 11 |
Verbatim evidence the judge attached to positive labels.
“Mixpanel | Team-wide adoption & UI | Exceptional visual query builder, highly democratized, great warehouse-syncing features, predictable MTU-based pricing.” Gemini 3.5 Flash · Product analytics · scale prompt · first choice
“Mixpanel: The Pure-Play Event Analytics Champion ... Its user interface is arguably the cleanest and most intuitive on the market.” Gemini 3.5 Flash · Product analytics · comparative 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
“| Mixpanel | Product/behavioral analytics | Free tier; $28/mo+ | Funnels, retention; easy for SaaS/ecomm |” Grok 4.1 Fast · Customer intel · scale 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.
“Suffered a security incident (smishing attack) in November 2025... OpenAI dropped them post-breach. Be wary if data security and transparency are priorities.” Grok 4.1 Fast · Customer intel · negative prompt · hard negative
“"Highest Caution: Mixpanel … When to avoid: If handling sensitive user data or EU users"ate"ated security incidents” Muse Glimmer 30B · Product analytics · negative prompt · hard negative
“Mixpanel - SECURITY CONCERNS ... Major breach (November 2025): Significant data breach exposed user data” Kimi K2 · Web analytics · 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
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 466 of the 519 answers that named Mixpanel and are not a share of its labels.
1,142 of the 1,318 domain citations in answers naming Mixpanel 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 | 562 | undated | |||
| Case study | 91 | undated | |||
| Report or ebook | 65 | undated | |||
| Comparison | 44 | undated | |||
| Glossary or explainer | 28 | undated | |||
| Template or tool | 3 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Conference or event | 1 | 0 | 2025-09-08 |
Every page mixpanel.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 · Crunchbase
What Mixpanel's own pages state, read September 28, 2026: mixpanel.com, mixpanel.com/pricing, trust.mixpanel.com, mixpanel.com/use-cases/grow, mixpanel.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 Mixpanel'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 Mixpanel, 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 Mixpanel by email, built from the raw record of the edition. It shows:
Mixpanel is among the products AI models recommend first in Product 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.
Mixpanel is among the products AI models recommend 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.
Mixpanel 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.