BotScore by BotScore.io

BotScore scores Generative Engine Optimization (GEO)—how well bots and LLM crawlers can read the page in your active Firefox tab. All analysis runs locally. Your HTML and audit results are not sent to BotScore servers.

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, ChatGPT-User, Anthropic, Perplexity, and Google-Extended.

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

Pro ($9/mo): 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 (planned, $39/mo): sixteen slots/rules/tabs—notify hello@botscore.io. Enterprise (planned): shared workspaces, rulesets, CI/CD API—contact hello@botscore.io.

Privacy: https://botscore.io/privacy.html
Support: hello@botscore.io
Website: https://botscore.io/