| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI marketing agents | Marketing | 0% | 71 of 157 | 0% | 1 | under 10 labels · led by HubSpot Breeze at 24% | |
| Audience and consumer insights platforms | Marketing | 0% | 137 of 155 | 100% | 1 | under 10 labels · led by SparkToro at 19% | |
| Channel partner and local marketing | Partner and channel | 0% | 41 of 124 | 0% | 1 | under 10 labels · led by Channelscaler at 10% | newNew since September 2026: not ranked then, 0% now. |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 125 of 142 | 100% | 1 | under 10 labels · led by Amplitude at 18% | newNew since September 2026: not ranked then, 0% now. |
| Tag management | GTM data and infrastructure | 0% | 34 of 67 | 0% | 1 | under 10 labels · led by Google Tag Manager at 81% | newNew since September 2026: not ranked then, 0% now. |
| Web analytics | GTM data and infrastructure | 0% | 73 of 91 | 100% | 1 | under 10 labels · led by Google Analytics 4 at 57% |
| 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 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“though it often requires more technical setup than Salesforce for true partner enablement workflows” Qwen 3.7 Flash · Channel marketing · comparative prompt · alternative
“Choose Adobe or Oracle if you're already standardized on those enterprise suites.” GPT-5.4 mini · AI marketing agents · 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.
“you may not yet have the dedicated data science team required to support massive, hyper-complex Enterprise systems (like full-scale Adobe Experience Cloud implementations) without significant friction” Qwen 3.7 Flash · Audience insights · scale prompt · soft negative
“Forrester noted its heavy focus on GenAI features may come at the expense of core analytics excellence” Kimi K2 · Customer intel · negative prompt · soft negative
“may find enterprise suites like Adobe Experience Cloud too heavy or expensive” Qwen 3.7 Flash · Web analytics · 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 41 of the 52 answers that named Adobe Experience Cloud and are not a share of its labels.
Ninety-five of the 102 domain citations in answers naming Adobe Experience Cloud 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 Experience Cloud's own pages state, read October 5, 2026: developer.adobe.com/experience-cloud/cloud-manager, adobe.com/subscription/experience-cloud-enablement.html, developer.adobe.com/experience-cloud/experience-manager-apis, developer.adobe.com/experience-cloud/cloud-manager/docs, developer.adobe.com/experience-cloud/cloud-manager/guides. 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 Experience Cloud'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 Experience Cloud, 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 Experience Cloud by email, built from the raw record of the edition. It shows: