# Gumloop (gumloop.com): agent-readiness 69/100, grade C

> Rank 767 of 3060 on Qomvia (rubric v2.3.0). Last scanned 2026-11-03T04:41:32.311Z. Page: https://qomvia.com/site/gumloop-com  JSON: https://qomvia.com/api/score/gumloop-com

## Summary
Category: Software and SaaS
{
  "known": false,
  "confidence": "high",
  "summary": null,
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "Specific product features beyond general descriptions.",
    "Details about its market share or customer base.",
    "Its pricing structure or typical contract terms.",
    "Its geographical operational focus.",
    "Key direct competitors in its specific niche."
  ],
  "alternatives": [],
  "business": null,
  "competitors": []
}

## Score by group
- Machine access: 24/24
- Content legibility: 23/26
- Discovery surface: 9/20
- Identity & policy: 5/12
- Agent-facing performance: 5/8
- Agent protocols: 3/10
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] No Content Signals

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


## FAQ
Q: Is Gumloop readable by AI agents?
A: Gumloop (gumloop.com) scores 69 out of 100 for agent readiness, grade C, measured today, on 03.11.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using gumloop.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; No Content Signals. 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 Gumloop agent-readiness score calculated?
A: Qomvia fetches public pages of gumloop.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 03.11.2026.

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