| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Web analytics | GTM data and infrastructure | 0% | 32 of 91 | 41% | 27 | criticized challenger | |
| Attribution and marketing mix modeling | Marketing | 0% | 110 of 123 | 42% | 12 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Audience and consumer insights platforms | Marketing | 0% | 33 of 155 | 0% | 5 | under 10 labels · led by SparkToro at 19% | |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 142 of 142 | 80% | 5 | under 10 labels · led by Amplitude at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Product analytics | GTM data and infrastructure | 0% | 37 of 40 | 50% | 4 | under 10 labels · led by Amplitude Analytics at 34% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Session replay and heatmaps | GTM data and infrastructure | 0% | 38 of 56 | 0% | 1 | under 10 labels · led by Microsoft Clarity at 33% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 3 | 1 | 3 | 7 |
| Grok 4.1 Fast | 0 | 0 | 2 | 5 | 7 |
| Mistral Small | 0 | 2 | 0 | 3 | 5 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 3 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 2 | 4 |
| Kimi K2 | 0 | 0 | 3 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 3 | 7 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best for: Large orgs with a dedicated analytics function, custom segmentation at enterprise scale. Cost is custom per account, high price tier.” Muse Glimmer 30B · Web analytics · comparative prompt · alternative
“Adobe Analytics is also a powerful tool that combines product analytics with full session recordings” Llama 4 Maverick · Session replay · direct prompt · alternative
“Offers advanced cross-channel tracking (email, social, mobile) and is favored by enterprises” Mistral Small · Attribution & MMM · comparative prompt · alternative
“Deep segmentation and enterprise reporting; typically heavier and more complex than GA4.” Perplexity Sonar · Web analytics · 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.
“Who to avoid (or pause with): Adobe Analytics, Salesforce Data Cloud, or legacy versions of Oracle.” Qwen 3.7 Flash · Customer intel · negative prompt · hard negative
“Skip Enterprise (Adobe, Bizible): 3-6 month setups... Too heavy/costly” Grok 4.1 Fast · Attribution & MMM · paraphrase prompt · hard negative
“Massive cost & complexity – Year 1 can easily exceed $400K–$700K” GLM 4.7 FlashX · Web analytics · negative prompt · hard negative
“Hyper-Expensive Enterprise Suites (e.g., Adobe Analytics, Salesforce Marketing Cloud)... notorious for having an incredibly high Total Cost of Ownership (TCO)” Gemini 3.5 Flash · Customer 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 206 of the 224 answers that named Adobe Analytics and are not a share of its labels.
526 of the 526 domain citations in answers naming Adobe Analytics 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.
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 Analytics's own pages state, read September 28, 2026: developer.adobe.com/client-sdks/solution/adobe-analytics, helpx.adobe.com/customer-care-office-hours/analytics/Adobe-Analytics-Launch.html, adobe.com/accessibility/compliance/adobe-analytics-analysis-workspace-acr-2023.html, adobe.com/accessibility/compliance/adobe-analytics-analysis-workspace-2025-acr.html, developer.adobe.com/client-sdks/solution/adobe-analytics/faq. 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 Analytics'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 Analytics, 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 Analytics by email, built from the raw record of the edition. It shows: