xuanranl/loamwright-seo-skill/ai-visibility-tracker

Claude Code and agent skill by xuanranl/loamwright-seo-skill

Trust tier 2
  • community
LLM review pending
Source check pending

Checking that the SKILL.md file is still in the repository.

Active probe of ChatGPT/PPLX/Claude/Gemini to check if our article is cited. Compares to projects/{slug}/geo-baseline.json. Triggered by /ai-visibility command or daily/weekly schedule.

Install

npx vskill@latest install xuanranl/loamwright-seo-skill/ai-visibility-tracker

SKILL.md

AI Visibility Tracker

Re-runs scripts.fetch.ai_search_probe periodically per article.

Workflow

bash
python -m scripts.fetch.ai_search_probe \
    --brand "{brand}" \
    --domain "{domain}" \
    --engines chatgpt,perplexity,claude,gemini \
    --queries "specific queries from this article's title + variants" \
    --json > projects/{slug}/probes/{engine}-{date}.json

Compare to baseline:

  • ai_resolution_status improvement / regression
  • Citation count change
  • Brand mention frequency change

Alert triggers

ConditionAction
Engine status: recognized → partial/unrecognizedWarning (P2)
All engines went partial/unrecognizedCritical (P1)
Brand mentioned but "confused" with anotherEmergency (P0)
Factual errors increasedHigh (P2)
New citation by engineInfo (P3, positive!)

Schedule

  • Tier 1 articles (revenue-critical): daily
  • Tier 2: weekly
  • Tier 3 (most): monthly
  • Brand-level probes: daily

See also

  • scripts/fetch/ai_search_probe.py
  • references/geo/geo-score-feedback-loop.md (T+14/45/90 windows)

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

See evaluation results

Source

Popularity

Repository stars
61
Repository forks
13
7-day trend score
21

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

Works with

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