BotScore Autor: BotScore.io

BotScore shows what AI crawlers can't read on the page you're viewing | and gives you an Agent Brief to fix it.

Run 27 deterministic GEO rules locally in your browser: discoverability, structured data, machine-readable HTML, accessibility for bots, and classic SEO metadata. See failed rules highlighted on the page, copy a Markdown Agent Brief into tickets or docs, fix the page, re-audit.

This is page-level agent-readability | not brand citation tracking. Audits execute on your device; page content and audit results are not sent to our servers. No cloud pipeline. No API keys.

Free (built)

• GEO score (0–100) and five category breakdowns
• 27 deterministic audit rules
• Agent Brief (Markdown) to copy into tickets or docs
• Markdown preview and optional on-page highlights
• Filter issues by severity and category
• Save up to two audits for comparison (local storage only)
• Export audit results as CSV
• Test custom selectors (save requires Pro)
• Preview bulk tab list (run requires Pro)
• No account, no analytics SDKs

Categories: Bot Discoverability, Machine Readability, Structured Knowledge, Accessibility for Bots, Classic SEO.

Same-origin fetches when you audit: initial HTML, robots.txt, llms.txt, llms-full.txt. DOM delta checks compare fetched HTML to the live page for CSR-aware warnings. AI crawler robots.txt checks include GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, anthropic-ai, PerplexityBot, Google-Extended, Applebot-Extended, meta-externalagent, Bytespider, and CCBot.

Open any https:// page, click the sidebar action, review your score, copy the Agent Brief.

Pro ($19/mo or $189/yr): eight slots, PDF, up to eight saved custom rules (advisory), bulk audits on up to eight tabs, license in Settings (Lemon Squeezy). One license per browser. Team not at launch | email hello@botscore.io with subject "BotScore Team" to get notified. Enterprise (planned): shared workspaces, rulesets, CI/CD API | contact hello@botscore.io.

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Support: hello@botscore.io
Website: https://botscore.io/