Agent Skills › gooseworks-ai/goose-skills › improve-search-visibility-citation-check

improve-search-visibility-citation-check

GitHub

执行搜索可见性检查，在AI和Google表面运行买家问题，记录并评分品牌提及率。

skills/marketing/improve-search-visibility-citation-check/SKILL.md gooseworks-ai/goose-skills

触发场景

需要评估品牌在AI和搜索引擎中的可见性运行搜索可见性流程的引用检查步骤

安装

npx skills add gooseworks-ai/goose-skills --skill improve-search-visibility-citation-check -g -y

更多选项

非标准路径

npx skills add https://github.com/gooseworks-ai/goose-skills/tree/main/skills/marketing/improve-search-visibility-citation-check -g -y

不安装直接使用

npx skills use gooseworks-ai/goose-skills@improve-search-visibility-citation-check

指定 Agent (Claude Code)

npx skills add gooseworks-ai/goose-skills --skill improve-search-visibility-citation-check -a claude-code -g -y

安装 repo 全部 skill

npx skills add gooseworks-ai/goose-skills --all -g -y

预览 repo 内 skill

npx skills add gooseworks-ai/goose-skills --list

SKILL.md

Frontmatter

{
    "name": "improve-search-visibility-citation-check",
    "version": "0.1.1",
    "description": "Step of the improve-search-visibility playbook: runs the agreed buyer questions on AI and Google surfaces, records every run and scores how often the brand is named. Run improve-search-visibility instead; not for direct use."
}

citation-check

Reads: search/questions.md; ../improve-search-visibility/references/citation-protocol.md; the last run record's per-question snapshot (../improve-search-visibility/references/run-memory.md); the canonical brand facts from the brain (for accuracy checks on brand questions); the tracked competitor list.

Does:

Free pass (step 1): ChatGPT, AI Overview and AI Mode in the host's own browser (private window, signed out; stop on any CAPTCHA or refusal and mark the surface), and the host's web search for who ranks, labelled "web search". Paid top-up (step 3, only after the one yes): Google's exact page one through gooseworks:data_call_provider (provider scrapecreators, path /v1/google/search, the query and region), inside the ceiling (the spend-gate skill (../spend-gate/SKILL.md) proxy branch), stopping at it. No browser → the minimum paste set, offered in the first message.
Run — ChatGPT once per question and three times for the key questions; AI Overview and AI Mode once each when Google allows; Google page one once per question in the top-up; pasted: 5 questions (up to 4 key questions + at least one brand question), ChatGPT twice, AI Overview and AI Mode once each. New chat per question, memory off, never the brand name in non-brand prompts. Wait for each answer to finish (protocol's wait rule); unfinished answers are retried once, never scored as misses.
Only this run's observations count. An earlier run's answers are the baseline from the last run record (../improve-search-visibility/references/run-memory.md): shown as "last checked " beside today's reading and compared only like with like (same question version, same route and location, the noise rule there), never counted in today's numbers or tables. A surface not checked today says "not checked today".
Record every run with the full field list; save verbatim answers. Note whether ChatGPT searched (sources shown) — answers without search come from training memory.
Classify every cited URL by source type. For brand questions, list each stated fact and compare it to the brain: correct / wrong (quote both) / not on file.
Score each row (named k of N, won/partial/lost/no-brand answer, prominence, stable or unstable), then mention rate per surface and stage, own-citation rate, third-party coverage and share of voice against the brands the engines named. Won = ≥ ⅔ of runs; unstable = some but not all; one run is never stable.

Writes: the rows table used by the report and the verbatim runs file (search/visibility/<date>-runs.md, not imported); every charge is logged by the spend gate, and the report states credits charged against the ceiling in the gate's own words. Never: reports one run as fact; passes an organic or API read off as what buyers see in the AI apps; ranks the brand "#2 in ChatGPT".