| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Attribution and marketing mix modeling | Marketing | 0% | 24 of 123 | 22% | 18 | accepted challenger | =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 |
|---|---|---|---|---|---|
| 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 117 → 24 of 123 |
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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 1 | 1 | 0 | 0 | 2 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 3 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“A leader in MMM, known for holistic, cross-channel analysis and actionable insights for large enterprises.” Mistral Small · Attribution & MMM · comparative prompt · first choice
“Top-rated for execution & vision; robust scenario planning, complex analytics, enterprise-scale.” Grok 4.1 Fast · Attribution & MMM · comparative prompt · first choice
“MMM-specialist providers such as Nielsen MMM, Analytic Partners, and Measured as the more established category” Perplexity Sonar · Attribution & MMM · negative prompt · alternative
“Analytic Partners - a marketing mix modeling tool that operates at an aggregate level” Llama 4 Maverick · Attribution & MMM · comparative prompt · alternative
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.
“Avoid enterprise MMM platforms (Analytic Partners, Ipsos MMA) which typically start at $100K+/year” DeepSeek V4 Flash · Attribution & MMM · paraphrase prompt · hard negative
“Be cautious with Analytic Partners if your budget is limited or you need fast, transparent modeling.” DeepSeek V4 Flash · Attribution & MMM · negative prompt · soft negative
“Very slow feedback loops (models can take 8–12 weeks to deliver) and highly expensive.” Gemini 3.5 Flash · Attribution & MMM · comparative prompt · soft negative
“generally overkill and overpriced for mid-market budgets” DeepSeek V4 Flash · Attribution & MMM · direct 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 57 of the 58 answers that named Analytic Partners and are not a share of its labels.
232 of the 232 domain citations in answers naming Analytic Partners 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 145 | 8 | 2026-09-17 | Video ads | |
| News or press | 51 | 0 | 2026-06-08 | ||
| Case study | 22 | 0 | 2025-03-28 | ||
| Webinar or virtual event | 8 | undated | |||
| Report or ebook | 4 | undated | |||
| Comparison | 4 | 1 | 2026-07-22 | ||
| Conference or event | 1 | undated |
Every page analyticpartners.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 October 5, 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 Analytic Partners's own pages state, read October 5, 2026: analyticpartners.com, analyticpartners.com/platform, analyticpartners.com/knowledge-hub/customer-stories, analyticpartners.com/about/partners. 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 Analytic Partners'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 Analytic Partners, 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 Analytic Partners by email, built from the raw record of the edition. It shows: