| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| API security platforms | Security operations | 2% | 12 of 93 | 24% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 3 | 5 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best Overall Choice: Salt Security or Imperva for discovery and external API exposure monitoring” Claude Haiku 4.5 · API security · paraphrase prompt · first choice
“Choose Imperva API Security if you already want a unified app-security console spanning cloud, on-premises, and hybrid environments.” Perplexity Sonar · API security · paraphrase prompt · alternative
“Imperva | Strong if you already use Imperva WAF/CDN | May be redundant if you don't use their ecosystem” DeepSeek V4 Flash · API security · scale prompt · alternative
“Compliance-Focused Mid-Market ... Considerations: Less specialized than pure-play API security vendors” Kimi K2 · API security · direct 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.
“Imperva reviews note strong inventory/visibility, but also comments about lacking deep detections/protections in some environments.” GPT-5.4 mini · API security · negative prompt · soft negative
“legacy players are criticized for "bloated" dashboards and difficult integration processes” Qwen 3.7 Flash · API security · negative prompt · soft negative
“These are often bolt-on features rather than purpose-built API security platforms.” DeepSeek V4 Flash · API security · negative prompt · soft negative
“Requires tuning/expertise; higher complexity/cost | Hybrid/legacy setups” Grok 4.1 Fast · API security · 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 54 of the 58 answers that named Imperva API Security and are not a share of its labels.
207 of the 207 domain citations in answers naming Imperva API Security 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.
What Imperva API Security's own pages state, read October 5, 2026: imperva.com/products/api-security, imperva.com/solutions/secure-applications-apis, imperva.com/resources/resource-library/datasheets/imperva-api-security, imperva.com/resources/resource-library/datasheets/api-security-anywhere, imperva.com/resources/resource-library/reports/imperva-api-threat-report. 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 Imperva API Security'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 Imperva API Security, 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 Imperva API Security by email, built from the raw record of the edition. It shows: