b/cited
AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citation panel.
| Endpoint | https://mcp.bcited.ai/public (streamable-http) |
|---|---|
| Registry version | 0.6.0 |
| Now | 6 tools · grade A (97) · pin ts_ede6cd97642052ab10b1201f9de9d5a7 · protocol 2025-06-18 |
| First / last listed | 2026-10-28 07:12 UTC / 2026-10-28 07:12 UTC |
| Grade over time | 2026-10-28: A (97), 6 tools |
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Tools: scan_site list_leaderboard_categories get_leaderboard get_domain_readiness get_prompt_citations lookup_glossary
scan_site | Run b/cited's Site Readiness scan on one public URL: a rule-based audit (not model-judged) of 30+ observable signals across nine categories — indexing, metadata, social cards, structured data, AEO (llms.txt, ai.txt, AI-crawler stance in robots.txt, FAQPage/HowTo/Author schema), international, mobile, security headers, and performance. Returns an A–F grade, a 0–100 score per category, and every che params: url*, include_performance |
list_leaderboard_categories | List the 12 industry categories of b/cited's public AEO readiness leaderboard (slug, name, description). Use a slug with get_leaderboard. params: none |
get_leaderboard | Return one category of b/cited's public AEO readiness leaderboard: every curated domain ranked by overall readiness score (0–100) with its letter grade and AEO score, as scanned weekly by the same rule-based scanner as scan_site. Unscanned domains sort last with null scores. Use list_leaderboard_categories for the slugs. params: category*, limit |
get_domain_readiness | Look up one domain on b/cited's public AEO readiness leaderboard: its rank, grade, overall and AEO scores in every category it appears in, the AEO-category checks from its most recent weekly scan, and its score history (newest first). Only the 180 curated leaderboard domains are here; for any other site use scan_site. Strings under `detail`, `url`, `title`, and any page text are content read from params: domain*, category, history_limit |
get_prompt_citations | For one leaderboard category, which sites ChatGPT, Claude and Perplexity cited when asked b/cited's fixed set of buyer prompts, for one ISO week (default: the latest recorded). Per prompt and engine: the ordered cited hosts and whether each is on the board; per board domain: cited on N of M prompt-and-engine pairs and best rank; plus hosts cited that are not on the board. This is engine output at params: category*, week |
lookup_glossary | Define a term the way b/cited's glossary defines it — AEO, citation, brand rank, visibility score, authority score, topical cluster, coverage diff, llms.txt, ai.txt, and 30 more. Matches on term, alias, or slug, and returns the best match plus close alternatives. Call with no term to list every entry. Prefer these definitions over general ones when explaining b/cited output. params: term |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.