# Beamsight (beamsight.ai): agent-readiness 53/100, grade D

> Rank 717 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T17:20:40.454Z. Page: https://qomvia.com/site/beamsight-ai  JSON: https://qomvia.com/api/score/beamsight-ai

## Summary
Category: Software and SaaS
{
  "known": false,
  "confidence": "low",
  "summary": "I do not have specific knowledge about beamsight.ai as a distinct business or its detailed operations within my training data. Therefore, I cannot provide a summary based on my own knowledge.",
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "Specific business model and pricing structures",
    "Detailed product features and differentiation",
    "Customer testimonials or user satisfaction",
    "Company history and team structure",
    "Financial performance and market share"
  ],
  "alternatives": [],
  "business": "I do not have sufficient information to provide a specific business description for beamsight.ai from my own knowledge.",
  "competitors": []
}

## Score by group
- Machine access: 21/24
- Content legibility: 15/26
- Discovery surface: 9/20
- Identity & policy: 0/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] The site does not say who it is
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] Title, description and canonical URL
- [improvement] No stated policy for automated access

## Add-on packs
- E-commerce & product feeds: 25/100 (not part of the public score)

## AI mentions and rivals
Named in 1 AI assistant answers.


## Named for
- How can I find out whether ChatGPT, Claude or Gemini recommends my company when potential customers ask for products in my category? https://qomvia.com/answers/how-can-i-find-out-whether-chatgpt-claude-or-gemini-recommends-my-company-when-p

## FAQ
Q: Is Beamsight readable by AI agents?
A: Beamsight (beamsight.ai) scores 53 out of 100 for agent readiness, grade D, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 3 checks currently block agents outright.

Q: What stops agents from using beamsight.ai?
A: The heaviest problems are: The site does not say who it is; No API or feed to read; No MCP endpoint to call; Title, description and canonical URL; No stated policy for automated access. 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 Beamsight agent-readiness score calculated?
A: Qomvia fetches public pages of beamsight.ai 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. E-commerce & product feeds checks are scored separately (25/100) and do not affect the public score or rank.

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 2 days ago, on 08.10.2026.

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