| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Enterprise architecture tools | IT operations and endpoint | 0% | 79 of 113 | 38% | 8 | under 10 labels · led by SAP LeanIX at 25% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 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 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“If your company already uses ServiceNow for Service Desk or ITSM ... you should likely use their native APM modules.” Qwen 3.7 Flash · EA tools · paraphrase prompt · alternative
“Consider ServiceNow Enterprise Architecture if ServiceNow is already central to your IT operations” GPT-6 Luna · EA tools · paraphrase prompt · alternative
“Start with LeanIX or ServiceNow EA.” GPT-6 Luna · EA tools · 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 should avoid it if: ... You intend to integrate *external* EA tools into it” Qwen 3.7 Flash · EA tools · negative prompt · hard negative
“often not large enough to justify the massive implementation teams and costs associated with traditional heavyweight tools like SAP LeanIX or ServiceNow” Qwen 3.7 Flash · EA tools · scale prompt · soft negative
“if you don't want to build around ServiceNow... check that it meets your broader modeling needs” GPT-6 Luna · EA tools · 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 30 of the 31 answers that named ServiceNow Enterprise Architecture and are not a share of its labels.
Ninety-five of the 105 domain citations in answers naming ServiceNow Enterprise Architecture 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.
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.
What ServiceNow Enterprise Architecture's own pages state, read October 5, 2026: careers.servicenow.com/jobs/744000144581511/sr-dir-architecture-and-technology, careers.servicenow.com/jobs/744000152072409/principal-enterprise-architect-korea, careers.servicenow.com/jobs/744000141432089/principal-presales-enterprise-architect, careers.servicenow.com/jobs/744000148528056/solution-architect-strategic-portfolio-enterprise-architecture. 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 ServiceNow Enterprise Architecture'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 ServiceNow Enterprise Architecture, 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 ServiceNow Enterprise Architecture by email, built from the raw record of the edition. It shows: