| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Contract lifecycle management and e-signature | Revenue operations | 0% | 65 of 65 | 56% | 27 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 4 | 5 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 2 | 4 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 3 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 2 | 3 |
| Kimi K2 | 0 | 1 | 0 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Choose Icertis or Sirion if you are a large enterprise (1,000+ users) needing massive scale” Qwen 3.7 Flash · CLM · comparative prompt · first choice
“Choose Sirion or Icertis if: You are a global, highly audited enterprise” Gemini 3.5 Flash · CLM · comparative prompt · first choice
“Regulated industries: Icertis” MiniMax M2.5 · CLM · comparative prompt · first choice
“Best for large-enterprise contract intelligence and governance: Icertis.” GPT-5.4 mini · CLM · 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.
“Icertis consistently ranks at or near the top of the "approach with caution" list... Who should avoid: Any organization under ~500 employees” DeepSeek V4 Flash · CLM · negative prompt · hard negative
“Platforms built for massive enterprises—such as Icertis, Oracle Agile...are often dangerous bets for small to mid-sized companies” Qwen 3.7 Flash · CLM · negative prompt · hard negative
“you do not need—and should actively avoid—heavy enterprise-grade CLM systems (like Icertis or Sirion)” Gemini 3.5 Flash · CLM · scale prompt · hard negative
“Avoid for Mid-Market - Icertis — Enterprise-only, complex implementation, $180K+ starting price” Kimi K2 · CLM · direct prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 13 of the 90 answers that named Icertis and are not a share of its labels.
Fifty-four of the fifty-eight domain citations in answers naming Icertis came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
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 Icertis'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 Icertis, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at icertis.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.