| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| GRC platforms | Security operations | 19% | 1 of 75 | 3% | 30 | accepted challenger | ▲+3Since September 2026: 12% → 15%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Compliance automation | Security operations | 0% | 12 of 67 | 11% | 28 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Third-party risk management | Security operations | 0% | 23 of 87 | 20% | 5 | under 10 labels · led by UpGuard at 55% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cyber risk quantification | Security operations | 0% | 28 of 116 | 0% | 4 | under 10 labels · led by CyberSaint CyberStrong at 25% | |
| Business continuity management | Security operations | 0% | 103 of 114 | 100% | 1 | under 10 labels · led by LogicManager at 24% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| GRC | 12% | 15% | ▲+3Since September 2026: 12% → 15%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 1 of 75 |
| TPRM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 23 of 87 |
| Compliance automation | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 12 of 67 |
| Cyber risk quant | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 28 of 116, unchanged |
| Business continuity | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 103 of 114, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 4 | 1 | 0 | 5 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 3 | 0 | 4 |
| Perplexity Sonar | 2 | 4 | 2 | 0 | 8 |
| Grok 4.20 | 1 | 4 | 1 | 2 | 8 |
| Mistral Small | 1 | 1 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 6 | 2 | 0 | 9 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 1 | 4 | 2 | 0 | 7 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 1 | 5 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 2 | 1 | 1 | 0 | 4 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“If I had to pick one default recommendation for a typical mid-sized B2B firm, I'd choose Hyperproof” Perplexity Sonar · GRC · paraphrase prompt · first choice
“For most mid-market B2B companies, the practical sweet spot is Hyperproof (if you manage 3+ frameworks)” DeepSeek V4 Flash · GRC · direct prompt · first choice
“I'd recommend Hyperproof as a strong starting point for a governance, risk, and compliance (GRC) tool.” Grok 4.20 · GRC · paraphrase prompt · first choice
“Group A: Modern, AI-Native GRC (Best Fit) *Examples:* Vanta, Drata, Secureframe, Hyperproof.” Qwen 3.7 Flash · GRC · scale prompt · first choice
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.
“Some tools, like Hyperproof, are strong in control management and evidence collection but lack deep enterprise risk integration or advanced reporting.” Mistral Small · Compliance automation · negative prompt · soft negative
“Hyperproof is a compliance-first platform with limited features for business continuity management” Llama 4 Maverick · Business continuity · comparative prompt · soft negative
“SMB-focused ones like Hyperproof or Vendict lack depth for B2B-scale vendor portfolios” Grok 4.20 · TPRM · paraphrase prompt · soft negative
“good platforms, but typically positioned for larger programs and higher price points” GPT-5.4 mini · GRC · budget 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 142 of the 149 answers that named Hyperproof and are not a share of its labels.
424 of the 424 domain citations in answers naming Hyperproof 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 79 | 14 | 2026-09-14 | GRC | |
| Case study | 23 | 0 | 2026-01-22 | GRC | |
| Glossary or explainer | 9 | 0 | 2025-11-03 | ||
| Template or tool | 7 | 0 | 2025-03-27 | ||
| Webinar or virtual event | 1 | undated | |||
| Conference or event | 1 | 0 | 2022-06-03 | ||
| Report or ebook | 1 | 0 | 2020-05-15 | ||
| Comparison | 1 | 0 | 2023-08-31 |
Every page hyperproof.io 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 Hyperproof's own pages state, read September 28, 2026: hyperproof.io, trust.hyperproof.io, hyperproof.io/product, hyperproof.io/case-studies, hyperproof.io/integrations. 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 Hyperproof'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 Hyperproof, 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 Hyperproof by email, built from the raw record of the edition. It shows:
AI models recommend Hyperproof first in GRC platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.