# Mentionova (mentionova.com): agent-readiness 65/100, grade C

> Rank 230 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-30T13:40:15.975Z. Page: https://qomvia.com/site/mentionova-com  JSON: https://qomvia.com/api/score/mentionova-com

## Summary
Category: Software and SaaS
{
  "known": false,
  "confidence": "low",
  "summary": "I do not have pre-existing knowledge about mentionova.com in my training data. Therefore, I cannot provide a summary based on my own information.",
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "The specific features and functionalities of its platform.",
    "Its market position and customer base.",
    "Its financial performance and investor backing.",
    "Its operational geography and target regions.",
    "Its primary competitors and unique selling propositions."
  ],
  "alternatives": [],
  "business": "I do not have pre-existing knowledge to define this company's business model.",
  "competitors": []
}

## Score by group
- Machine access: 24/24
- Content legibility: 21/26
- Discovery surface: 9/20
- Identity & policy: 3/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] Organisation structured data

## AI mentions and rivals
Named in 2 AI assistant answers.


## Named for
- What are the best tools to track how a brand is mentioned and recommended by AI assistants like ChatGPT, Claude and Gemini? https://qomvia.com/answers/what-are-the-best-tools-to-track-how-a-brand-is-mentioned-and-recommended-by-ai
- What are the best alternatives to Profound and Peec AI for monitoring AI brand visibility? https://qomvia.com/answers/what-are-the-best-alternatives-to-profound-and-peec-ai-for-monitoring-ai-brand-v

## FAQ
Q: Is Mentionova readable by AI agents?
A: Mentionova (mentionova.com) scores 65 out of 100 for agent readiness, grade C, measured today, on 30.09.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using mentionova.com?
A: The heaviest problems are: No API or feed to read; No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; Organisation structured data. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Mentionova agent-readiness score calculated?
A: Qomvia fetches public pages of mentionova.com as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from today, on 30.09.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/