| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Audience and consumer insights platforms | Marketing | 0% | 131 of 155 | 33% | 3 | under 10 labels · led by SparkToro at 19% | |
| AI marketing agents | Marketing | 0% | 70 of 157 | 0% | 2 | under 10 labels · led by HubSpot Breeze at 24% | |
| Content marketing platforms | Marketing | 0% | 42 of 135 | 0% | 2 | under 10 labels · led by HubSpot Content Hub at 33% | newNew since September 2026: not ranked then, 0% now. |
| Creative automation platforms | Marketing | 0% | 95 of 109 | 50% | 2 | under 10 labels · led by Bannerflow at 19% | |
| Channel partner and local marketing | Partner and channel | 0% | 113 of 124 | 100% | 1 | under 10 labels · led by Channelscaler at 10% | newNew since September 2026: not ranked then, 0% now. |
| Data clean rooms | GTM data and infrastructure | 0% | 58 of 100 | 0% | 1 | under 10 labels · led by Snowflake Data Clean Rooms at 19% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 0 | 1 | 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 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Adobe, for instance, states that it does not scan local content and does not train generative AI models on your content unless you request a custom model” GPT-5.4 mini · Creative automation · negative prompt · alternative
“Moved from Challenger to Leader in 2025.” DeepSeek V4 Flash · Content marketing · 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.
“Omnichannel Tools (Salesforce Marketing Cloud, Adobe, HubSpot): ... They generally do not handle partners well.” Qwen 3.7 Flash · Channel marketing · direct prompt · hard negative
“skip pure enterprise (e.g., Adobe) for complexity/cost” Grok 4.1 Fast · Creative automation · direct prompt · hard negative
“Many platform users report steep learning curves (e.g., Brandwatch's Boolean queries, Adobe's complexity)” DeepSeek V4 Flash · Audience insights · scale 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 18 of the 20 answers that named Adobe and are not a share of its labels.
Forty-seven of the forty-seven domain citations in answers naming Adobe 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 | 13,857 | 0 | 2025-06-01 | DAM, Mobile apps | |
| Report or ebook | 1,261 | 0 | 2023-10-01 | Direct mail, SEO | |
| Conference or event | 481 | 0 | 2024-01-01 | DAM, DMP | |
| Podcast or video | 217 | 0 | 2023-07-01 | ||
| Webinar or virtual event | 147 | 0 | 2022-10-01 | ||
| Comparison | 82 | 0 | 2022-01-01 | DMP | |
| Case study | 55 | 0 | 2020-11-01 | ||
| Glossary or explainer | 52 | 0 | 2023-02-01 | ||
| Template or tool | 40 | 0 | 2023-04-01 | ||
| News or press | 13 | 0 | 2020-04-01 |
Every page adobe.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. Of its titles that name a category, most name DAM (27); 0 name its categories the models place it in. 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 · LinkedIn · Crunchbase
What Adobe's own pages state, read October 5, 2026: adobe.com, adobe.com/creativecloud/plans.html, trust.adobe.com, adobe.com/products/xmp.html. 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 Adobe'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 Adobe, 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 Adobe by email, built from the raw record of the edition. It shows: