| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Breach and attack simulation | Security operations | 2% | 9 of 74 | 24% | 38 | accepted challenger | |
| Attack surface management | Security operations | 0% | 66 of 100 | 0% | 1 | under 10 labels · led by Intruder at 49% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 1 | 4 |
| GPT-5.4 mini | 1 | 0 | 2 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 1 | 0 | 2 | 2 | 5 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“I'd usually recommend AttackIQ as the best all-around security control validation / breach-and-attack simulation tool.” GPT-5.4 mini · BAS · paraphrase prompt · first choice
“1. AttackIQ - Focus: Continuous security validation and threat-informed defense.” Mistral Small · BAS · comparative prompt · first choice
“start with AttackIQ for adversary emulation” GPT-6 Luna · BAS · comparative prompt · first choice
“ATT&CK-aligned, good SIEM/SOAR integrations, agentless option (Flex) | Reporting can be technical-heavy” DeepSeek V4 Flash · BAS · scale 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.
“Avoid: AttackIQ and SafeBreach tend to be priced higher and are better suited for larger enterprises” Kimi K2 · BAS · direct prompt · hard negative
“some reviewers noted it might not be suitable for larger companies due to potential scalability issues or management complexity” Mistral Small · BAS · negative prompt · soft negative
“Widely respected for its alignment with the MITRE ATT&CK framework, but criticized for having a steeper learning curve.” Gemini 3.5 Flash · BAS · negative prompt · soft negative
“Rebranded as "Adversarial Exposure Validation (AEV)"—potentially indicating category pivot due to BAS market challenges” Kimi K2 · BAS · 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 124 of the 131 answers that named AttackIQ and are not a share of its labels.
556 of the 556 domain citations in answers naming AttackIQ 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 533 | 4 | 2026-09-23 | SIEM, EDR | |
| Report or ebook | 97 | 4 | 2026-09-25 | ||
| Webinar or virtual event | 80 | 3 | 2026-07-23 | SIEM | |
| Glossary or explainer | 68 | 0 | 2025-05-20 | GRC | |
| Podcast or video | 44 | 0 | 2020-07-01 | ||
| Case study | 27 | 0 | 2021-01-25 | ||
| Blog | 18 | 2 | 2026-09-22 | SIEM | |
| Conference or event | 6 | 0 | 2026-06-09 | ||
| Comparison | 6 | 0 | 2025-07-25 | ||
| Template or tool | 1 | undated |
Every page attackiq.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. 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.
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 AttackIQ's own pages state, read October 5, 2026: attackiq.com, attackiq.com/tag/compliance, attackiq.com/platform, attackiq.com/customers, attackiq.com/partners. 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 AttackIQ'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 AttackIQ, 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 AttackIQ by email, built from the raw record of the edition. It shows: