Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Hainrixz/claude-seo-ai/plugin install claude-seo-aiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hainrixz/claude-seo-ai/geo)<a href="https://agentmods.dev/skills/hainrixz/claude-seo-ai/geo"><img src="https://agentmods.dev/badge/skills/hainrixz/claude-seo-ai/geo/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hainrixz/claude-seo-ai/geo"><img src="https://agentmods.dev/badge/skills/hainrixz/claude-seo-ai/geo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00113 | $0.01694 |
| Opus 5 | $0.00056 | $0.00847 |
| Sonnet 5 | $0.00023 | $0.00339 |
| Haiku 4.5 | $0.00011 | $0.00169 |
Grade A, and why
geo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/claude-seo-ai:geo
The AI-search (GEO/AEO) subset of the audit. Read-only.
$ARGUMENTS = <url|path> [flags]. --pages N, --render static|auto|js (default static) and --feed <path> (the Agentic Commerce Protocol product feed; it only does anything when the e-commerce vertical is active, and without it M18.agentic.acp_feed_errors stays needs_api — an unread feed is never a clean feed) are forwarded to the orchestrator and reach audit.mjs unchanged. --probe and --gsc-ai-export are handled here, not by audit.mjs: they are probes — reported, never scored (severity 0, excluded from the AI Visibility score and from every cap).
What to do
- Invoke seo-orchestrator with the target and flags and the instruction "AI path only": it acquires the snapshot with the scripts (never WebFetch), runs the deterministic checks, and dispatches ai-search-geo-specialist with M6 (seo-entity-linking), M11 (seo-geo-answerblocks), M12 (seo-geo-factdensity), M14 (seo-ai-crawlers — access + Google AI-feature eligibility), M21 (seo-ai-discovery — llms.txt, agents.md, UCP, agentic sitemap), M22 (seo-agent-readiness); plus M5 (seo-schema-jsonld, via schema-generator) and M4 (seo-rendering, via technical-auditor) because they feed AI visibility.
- Run the probe flows below only when their flag is present.
- Present from
report.json: the AI Visibility score (band + interpretation), the citability breakdown by category,needs_api/manual_reviewcounts, the prioritized GEO/AEO actions, anyprobessection (clearly separated from the score), and thereport.mdpath. - Lead with the one thing Google documents: a page reaches AI Overviews / AI Mode by being indexed and snippet-eligible in Search (M14
ai_eligibility). Remind the user that M21 — llms.txt and the other discovery files — is reported at weight 0 (Google Search ignores llms.txt; vendor support is partial). Never write files; offer/claude-seo-ai:fixfor the safe AUTO fixes (e.g. the AI-crawler robots.txt preset).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago Changed · +32 lines · +22 tokens per session e0f00b7150d4
- 5d ago Changed · +2 lines · +7 tokens per session ebbb04bec744
- 11d ago First seen · 18 lines · 84 tokens per session scan A 52135bcaad58
geo is a skill published in the GitHub repository Hainrixz/claude-seo-ai (59 stars, last pushed 4d ago), licensed MIT. It adds 113 tokens to every session and 1,694 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
linkedin-post
Draft a daily LinkedIn post for S M Moshiur Rahman about business development, grounded in a real problem he hit that day and real numbers from OmniRank. Use when he says "linkedin post", "today's post", "draft a post", or describes friction he wants written up.
audit
Use when asked to audit a site's SEO, check AEO or answer-engine readiness, diagnose why a page is not ranking or not being cited by AI, verify structured data, or run pre-deploy discoverability checks on built HTML.
geo-artifacts
Use when asked to generate or fix llms.txt, llms-full.txt or facts.json, make a site citable or ingestible by ChatGPT, Claude, Perplexity or Gemini, or publish machine-readable ground truth for AI crawlers.
web-optimization
Audit or generate web content optimized for traditional search (SEO), AI generative answer engines like ChatGPT/Perplexity/Google AI Overviews (GEO), and answer engines / featured snippets / voice (AEO). Use when the user asks to improve a page's ranking or AI-citability, run an SEO/GEO/AEO audit of a URL or file, add…
fire-your-seo-agency
A procedure for improving how a website appears in search engines and how AI answer systems find and cite it. It covers search, answer-engine, generative-AI, and Naver visibility.
ansvisor-aeo-coach-standalone
Standalone (no-MCP) version of the Ansvisor AEO Coach. Use this only when the user's Claude client cannot connect to the Ansvisor MCP server (e.g. claude.ai web without a Connector configured). Fetches live data from the Ansvisor REST API directly with the user's API key via code execution. For clients that support…