# Otterly (otterly.ai): agent-readiness 17/100, grade F

> Rank 981 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-30T11:40:45.222Z. Page: https://qomvia.com/site/otterly-ai  JSON: https://qomvia.com/api/score/otterly-ai

## Summary

{
  "known": false,
  "confidence": "low",
  "summary": "",
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "I do not have specific information about otterly.ai in my knowledge base. My knowledge cutoff may predate its existence or prominence."
  ],
  "alternatives": [],
  "business": null,
  "competitors": []
}

## Score by group
- Machine access: 9/24
- Content legibility: 0/26
- Discovery surface: 0/20
- Identity & policy: 0/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] Page metadata is incomplete
- [blocker] No discoverable sitemap
- [blocker] No llms.txt
- [blocker] The site does not say who it is
- [blocker] Content is buried in boilerplate

## AI mentions and rivals
Named in 22 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
- 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
- Which platforms can help me measure my brand’s visibility in generative AI and LLM-generated answers? https://qomvia.com/answers/which-platforms-can-help-me-measure-my-brand-s-visibility-in-generative-ai-and-l
- 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
- 1. Which AI visibility monitoring platform should a small or medium-sized company use to track brand mentions, competitors and recommendations across LLMs? https://qomvia.com/answers/1-which-ai-visibility-monitoring-platform-should-a-small-or-medium-sized-company

## FAQ
Q: Is Otterly readable by AI agents?
A: Otterly (otterly.ai) scores 17 out of 100 for agent readiness, grade F, measured today, on 30.09.2026. 0 of 3 agent classes we test can use the site, and 10 checks currently block agents outright.

Q: What stops agents from using otterly.ai?
A: The heaviest problems are: Page metadata is incomplete; No discoverable sitemap; No llms.txt; The site does not say who it is; Content is buried in boilerplate. 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 Otterly agent-readiness score calculated?
A: Qomvia fetches public pages of otterly.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.

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
- Score another site: https://qomvia.com/