Invicti is a web application and API security product for enterprises, used for automated security testing of web applications, including dynamic application security testing (DAST) · invicti.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
OWASP ZAP is first at 51%.
Ranked first, contested: OWASP ZAP has 26%. 7 of 14 models made it the first choice when asked directly.
Ranked first. Next is Burp Suite DAST at 10%.
“Invicti leads on "proof-based scanning" — it actively exploits vulnerabilities to prove they are real, dramatically reducing false positives.”Kimi K2 · Comparative question · first choice
“Invicti (formerly Netsparker) — Strong on accuracy/proof-based scanning; good for enterprises moving to fewer false positives.”Grok 4.20 · Scale-constrained question · first choice
“the tool most frequently cited as the "best all-around" choice for a mid-size B2B company is Invicti (formerly Netsparker)”MiniMax M2.5 · Paraphrase question · first choice
“I recommend Invicti (formerly Netsparker) as the top choice for a dynamic web application security scanner (DAST).”Grok 4.20 · Paraphrase question · first choice
“it is advisable to avoid or proceed with extreme caution when using OWASP ZAP or Invicti in automated pipelines”Mistral Small · Negative question · warning
“Do not buy these expecting broad organization-wide ASM.”Perplexity Sonar · Negative question · warning
“One 2026 benchmark showed 23% false positive rate — the highest among tested tools (though it had other strengths)”Kimi K2 · Negative question · warning
“some configurations of Invicti (formerly Acunetix in older forms; ~23% false positive rate in one test)”Grok 4.20 · Negative question · warning
The products named in the same answers as Invicti, over the 174 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 98 | 25 | Compare → | |
| 78 | 13 | Compare → | |
| 70 | 6 | Compare → | |
| 70 | 4 | View → | |
| 64 | 0 | View → | |
| 45 | 0 | Compare → | |
| 40 | 1 | View → | |
| 39 | 0 | View → | |
| 38 | 1 | View → | |
| 32 | 1 | View → |
What the models named instead of Invicti →
A side-by-side page exists where both products are among a category's top eight.
Stated on Invicti's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 161 of the 174 answers that named Invicti and are not a share of its labels.
365 of the 458 domain citations in answers naming Invicti came from a third party's page. Thirty-four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 2 | 3 | 0 | 6 |
| Perplexity Sonar | 2 | 1 | 1 | 1 | 5 |
| Grok 4.20 | 4 | 0 | 0 | 2 | 6 |
| Mistral Small | 2 | 1 | 1 | 1 | 5 |
| DeepSeek V4 Flash | 2 | 3 | 0 | 0 | 5 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 3 | 0 | 0 | 5 |
| Kimi K2 | 2 | 1 | 0 | 2 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 2 | 0 | 1 | 1 | 4 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,006 | undated | SAST, WAF | ||
| Webinar or virtual event | 204 | undated | SAST | ||
| News or press | 170 | undated | SAST, SCA | ||
| Report or ebook | 126 | undated | |||
| Glossary or explainer | 90 | undated | SCA, SAST | ||
| Comparison | 54 | undated | SAST, SCA | ||
| Case study | 39 | undated | |||
| Conference or event | 36 | undated | |||
| Podcast or video | 35 | undated | |||
| Template or tool | 29 | undated |
Every page invicti.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name SAST (19); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.