| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Attribution and marketing mix modeling | Marketing | 0% | 30 of 123 | 0% | 5 | 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. |
| Data warehouse and reverse ETL for marketing | GTM data and infrastructure | 0% | 17 of 83 | 0% | 5 | under 10 labels · led by Hightouch at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data clean rooms | GTM data and infrastructure | 0% | 66 of 100 | 0% | 1 | under 10 labels · led by Snowflake Data Clean Rooms at 19% | |
| Market intelligence platforms | GTM data and infrastructure | 0% | 146 of 172 | 100% | 1 | under 10 labels · led by Apollo.io at 17% |
| 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 56 → 30 of 123 |
| Warehouse & ETL | 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 19 → 17 of 83 |
| Data clean rooms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 66 of 100, unchanged |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 146 of 172, 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 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 2 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Marketing-specific platforms (Improvado, Funnel.io) handle ETL/warehousing end-to-end without full warehouse commitment” Grok 4.1 Fast · Warehouse & ETL · negative prompt · alternative
“MMM: Funnel as the data foundation if you want to layer MMM on top of attribution later” GPT-5.4 mini · Attribution & MMM · paraphrase prompt · alternative
“Improvado, Funnel.io, or Supermetrics (marketing-specific ETL with faster setup)” Kimi K2 · Warehouse & ETL · negative prompt · alternative
“Ingestion (ELT): Funnel.io (or Hevo Data for non-marketing data).” Gemini 3.5 Flash · Warehouse & ETL · direct 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.
“Funnel.io suggests being cautious about Funnel overlapping with BI unless roles are defined” Llama 4 Maverick · Market intelligence · 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 29 of the 29 answers that named Funnel and are not a share of its labels.
Ninety-four of the 116 domain citations in answers naming Funnel 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 | 497 | 6 | 2026-08-12 | ||
| Comparison | 45 | 7 | 2026-09-16 | ||
| Case study | 43 | 0 | 2023-03-03 | ||
| Report or ebook | 37 | undated | |||
| Glossary or explainer | 26 | 1 | 2026-07-22 | ||
| Template or tool | 24 | 0 | 2023-11-30 | ||
| Webinar or virtual event | 17 | undated | |||
| News or press | 5 | undated | |||
| Conference or event | 2 | 0 | 2023-12-20 | ||
| Podcast or video | 1 | undated |
Every page funnel.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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
What Funnel's own pages state, read September 28, 2026: funnel.io, funnel.io/pricing, funnel.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 Funnel'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 Funnel, 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 Funnel by email, built from the raw record of the edition. It shows: