| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Enterprise architecture tools | IT operations and endpoint | 0% | 87 of 113 | 50% | 6 | 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 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 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.
“Ideal For: Organizations heavily invested in ServiceNow who want to quickly stand up basic APM” Gemini 3.5 Flash · EA tools · comparative prompt · alternative
“best if you already use ServiceNow heavily and want tight workflow/governance integration” GPT-5.4 mini · EA tools · paraphrase prompt · alternative
“ServiceNow APM (Best for Enterprise-Ready)” MiniMax M2.5 · EA tools · paraphrase 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.
“if you are *not* already a ServiceNow shop, the implementation costs and administrative overhead are usually too heavy for a mid-sized B2B company” Gemini 3.5 Flash · EA tools · paraphrase prompt · soft negative
“carries significant complexity and licensing overhead — often overkill for mid-market” DeepSeek V4 Flash · EA tools · paraphrase prompt · soft negative
“Expensive if you're not already on the platform; heavy for mid-market needs” Kimi K2 · EA tools · paraphrase 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 11 of the 13 answers that named ServiceNow APM and are not a share of its labels.
Fifty-seven of the fifty-seven domain citations in answers naming ServiceNow APM 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.
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 APM'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 APM, 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 APM by email, built from the raw record of the edition. It shows: