# Browse (browse.ai): agent-readiness 64/100, grade C

> Rank 326 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-09T19:40:14.684Z. Page: https://qomvia.com/site/browse-ai  JSON: https://qomvia.com/api/score/browse-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Browse AI is an AI-powered no-code web scraping and monitoring platform designed to extract structured data from any website. It allows users to turn websites into APIs and automate data collection and change monitoring without requiring programming skills.",
  "offerings": [
    "Web scraping services",
    "Website change monitoring",
    "No-code data extraction",
    "Turning websites into APIs",
    "Automated data pipelines"
  ],
  "audience": "Businesses, data analysts, marketers, researchers, and individuals who need to extract and monitor web data without coding expertise.",
  "geography": "Global, operating as a Software as a Service (SaaS) platform.",
  "strengths": [
    "No-code interface for ease of use",
    "AI-powered for improved data accuracy",
    "Reliable and scalable data extraction",
    "Website change monitoring capabilities",
    "Integration options for data export"
  ],
  "unknowns": [
    "Specific customer demographics",
    "Detailed profit margins or revenue figures",
    "Full legal compliance scope across all jurisdictions",
    "Specific user retention rates",
    "The full extent of their AI model's training data"
  ],
  "alternatives": [
    "parsehub.com",
    "octoparse.com",
    "apify.com",
    "webscraper.io",
    "zyte.com"
  ],
  "business": "A Software as a Service (SaaS) company providing an AI-powered no-code platform for web scraping and data monitoring globally.",
  "competitors": [
    "parsehub.com",
    "octoparse.com",
    "webscraper.io",
    "simplescraper.io",
    "apify.com",
    "dataimporter.io",
    "dexter.io"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 15/26
- Discovery surface: 9/20
- Identity & policy: 8/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No API or feed to read
- [blocker] No heading hierarchy
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No Content Signals

## AI mentions and rivals
Named in 2 AI assistant answers.
- parsehub.com: not measured
- octoparse.com: not measured
- webscraper.io: not measured
- simplescraper.io: not measured
- apify.com: 87/100 https://qomvia.com/site/apify-com

## FAQ
Q: Is Browse readable by AI agents?
A: Browse (browse.ai) scores 64 out of 100 for agent readiness, grade C, measured yesterday, on 09.10.2026. 0 of 3 agent classes we test can use the site, and 3 checks currently block agents outright.

Q: What stops agents from using browse.ai?
A: The heaviest problems are: No API or feed to read; No heading hierarchy; No MCP endpoint to call; No stated policy for automated access; 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 Browse agent-readiness score calculated?
A: Qomvia fetches public pages of browse.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 yesterday, on 09.10.2026.

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