hoo-citation-trackerlisted
Install: claude install-skill shalintripathi/organic-os
# AI citation tracking
1. Read profile: keywords.targets (the query set), competitors, site url,
and the optional `citations: {engines: [...]}` key (see Engine set
below).
2. For each query (cap 20 per run; rotate through the set across runs),
ask each engine in the engine set that is actually reachable from this
session. Sources in order of preference: an authorized AI-search
connector; the search-data adapter's AI-visibility read, when its
tools are present in this session (the search-data slot, ADR-0009 in
the repo; the known adapter is OpenSEO - see
`$CLAUDE_PLUGIN_ROOT/docs/connectors.md` - licensed data, and every
line carrying it names the adapter as its source); WebSearch with
engine-targeted queries; plain WebSearch otherwise. Never scrape
engines through automation that violates their ToS.
3. Record per query: engine | our domain mentioned? | cited (linked)? |
position (only when cited - the ordinal below) | sentiment (only when
mentioned - the label plus its evidence quote, below) | competitors
mentioned | answer summary (<=30 words).
4. Metrics: mention rate, citation rate, share of voice vs competitors
(mentions of us / mentions of anyone tracked).
5. Persist to runs/YYYYMMDD-citations/ + append one signal line with the
headline movement vs the previous run (diff the last runs/ folder).
6. New citation appearing or disappearing on a money query -> P1 signal.
7. When `runs/<date>-ai-baseline/REPORT.md` exists in the