AgentStack
Browse Sign in
Browse Why AgentStack Sell Docs
Sign in
SKILL verified Apache-2.0 Self-run

Ai Visibility Tracker

skill-xuanranl-loamwright-seo-skill-ai-visibility-tracker · by XuanRanL

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.

↗ Website ↗ Repository
— No reviews yet
0 installs
32 views
0.0% view→install

Install

$ agentstack add skill-xuanranl-loamwright-seo-skill-ai-visibility-tracker

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-xuanranl-loamwright-seo-skill-ai-visibility-tracker)

Reliability & compatibility

✓ Security review passed
0 installs to date
— no reviews yet
● 1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of Ai Visibility Tracker? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
Sign up to claim

About

AI Visibility Tracker

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

Workflow

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:

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

Alert triggers

| Condition | Action | |---|---| | Engine status: recognized → partial/unrecognized | Warning (P2) | | All engines went partial/unrecognized | Critical (P1) | | Brand mentioned but "confused" with another | Emergency (P0) | | Factual errors increased | High (P2) | | New citation by engine | Info (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)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet, be the first.

Write a review

Versions

  • v0.1.0 Imported from the upstream source.

More in AI & ML