| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Competitive intelligence tools | Marketing | 0% | 15 of 86 | 23% | 22 | accepted challenger | |
| Market intelligence platforms | GTM data and infrastructure | 0% | 29 of 172 | 6% | 18 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 3 | 1 | 4 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 3 | 2 | 6 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 4 | 0 | 4 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Crayon and Contify are strongest as broad CI platforms” Perplexity Sonar · Competitive intel · comparative prompt · first choice
“Choose Contify/Market Logic/Stravito/Valona if you want a broader enterprise intelligence layer” GPT-5.4 mini · Market intelligence · comparative prompt · alternative
“You need an organization-wide view of market moves: look at Contify or AlphaSense” GPT-6 Luna · Competitive intel · comparative prompt · alternative
“Contify/AlphaSense for market-wide, research-grade intelligence in regulated industries” Muse Glimmer 30B · Competitive intel · 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 unless you have a large enterprise IT budget and a dedicated analyst” DeepSeek V4 Flash · Competitive intel · negative prompt · hard negative
“Avoid ultra-enterprise like Contify if budget-tight.” Grok 4.1 Fast · Competitive intel · paraphrase prompt · hard negative
“A universal complaint across top-tier CI platforms (Klue, Crayon, Kompyte, Contify) is irrelevant alerts.” Qwen 3.7 Flash · Competitive intel · negative prompt · soft negative
“All four platforms receive the #1 complaint: too many irrelevant alerts” Kimi K2 · Competitive intel · 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 130 of the 133 answers that named Contify and are not a share of its labels.
414 of the 512 domain citations in answers naming Contify came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 | 135 | 2 | 2026-10-01 | Market intelligence, Competitive intel | |
| Case study | 58 | 0 | 2026-05-29 | Market intelligence | |
| News or press | 12 | 3 | 2026-09-22 | ||
| Comparison | 8 | 1 | 2026-09-10 | ||
| Template or tool | 5 | undated | |||
| Report or ebook | 3 | undated | |||
| Webinar or virtual event | 1 | undated |
Every page contify.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.
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 Contify'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 Contify, 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 Contify by email, built from the raw record of the edition. It shows: