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Google Trends
6/10

AI Vendor Safety Scorecard

A procurement-grade assessment tool that scores AI vendors on transparency, safety practices, red-team results, and incident history so enterprise buyers and compliance teams can make defensible AI purchasing decisions.

Target user

enterprise procurement and IT risk officers evaluating AI vendors

Features
  • Publicly verifiable safety score per major AI vendor (Anthropic, OpenAI, Google, Meta, etc.)
  • Red-team and incident report summarizer with plain-language risk callouts
  • Procurement-ready PDF audit packet with citations
  • Watchlist alerts when a vendor's safety disclosures change or incidents are reported
Why now

A coordinated public letter from frontier-lab staff calling for a slowdown has put AI safety governance on the agenda of every CIO and regulator, creating immediate demand for tooling that operationalizes vendor diligence.

Signals · overall 6/10
Demand
7/10

Gartner has a dedicated 'AI Governance Platforms' reviews category and EU AI Act + DORA are forcing procurement teams to evaluate third-party AI; multiple vendors already sell into this exact buyer.Best AI Governance Platforms Reviews 2026 - GartnerAI Certification in Enterprise Procurement: 2026 Vendor Guide

Whitespace
3/10

Crowded market: Holistic AI, Trustible, CognitiveView, ProcBay, Dunnixer, Gera Tools, Aona AI all offer AI vendor assessment scorecards, and aggregators like aigovernancevendors.com list 20+ tools — not wide-open.Compare Top 20+ AI Governance Tools: A Vendor BenchmarkEnterprise AI vendor assessment tools | AI Governance Vendors

Monetization
6/10

Enterprise WTP exists (Holistic AI and Trustible are sales-led annual subscriptions, free templates like Aona suggest a template market but real budgets go to platforms) — monetization is real but pricing power is constrained by competition.Holistic AI Pricing (2026): Tiers, Costs & AlternativesAI Vendor Evaluation Template & Scorecard (2026), Free Download | Aona AI

Longevity
9/10

EU AI Act enforcement runs 2025–2028 with penalties up to 7% of global revenue, DORA adds third-party AI risk rules, and Gartner tracks the category — multi-year regulatory tailwind.EU AI Act Impact on Procurement: Key Compliance Insights

Feasibility
7/10

Scorecards are already published as 40–100 question templates with weighted scoring, so the core deliverable is achievable; differentiating requires access to red-team/incident data that frontier labs rarely publish.AI Vendor Risk Scorecard - Gera Tools

anthropic · 200+ searches · DEGoogle Trends · 2026-07-29 (today)
AI Vendor Safety Scorecard — TrendWatcher