seo-geo
by AgriciDanielseo-geo helps SEO Content teams evaluate and improve pages for AI Overviews, ChatGPT search, Perplexity, and other answer engines. Use this seo-geo skill to assess brand mentions, crawler accessibility, passage-level citability, and llms.txt readiness with a practical seo-geo guide for install and usage.
This skill scores 67/100, which is enough to list but with caveats: it gives directory users a reasonably clear trigger and useful GEO/AI-search scope, yet the repo offers limited supporting structure for confident adoption beyond the main SKILL.md. Users should expect a workable but somewhat self-contained skill rather than a heavily scaffolded workflow asset.
- Clear invocation cues for AI search/GEO tasks, including explicit triggers like "AI Overviews," "GEO," "Perplexity," and "AI citations".
- Substantive skill body with many headings and code fences, suggesting real operational guidance rather than a placeholder.
- Covers practical optimization concepts such as brand mentions, crawler accessibility, llms.txt, and passage-level citability scoring.
- No install command, scripts, references, or support files, so users must rely mostly on the single SKILL.md for execution details.
- Description metadata is very short, and the evidence includes few external assets or validation aids, which limits trust and progressive disclosure.
Overview of seo-geo skill
What seo-geo does
seo-geo is an SEO skill for Generative Engine Optimization: it helps you evaluate and improve content for AI Overviews, ChatGPT search, Perplexity, and other AI-powered answer engines. The seo-geo skill is best for SEO Content teams that need a practical read on whether a page is likely to be cited, summarized, or ignored by AI search systems.
Who should install it
Use this seo-geo skill if you write or audit landing pages, guides, category pages, or brand content and need a clearer answer than “optimize for AI search.” It is especially useful when you want a workflow that looks at passage-level citability, brand mentions, crawler accessibility, and llms.txt readiness instead of only classic backlink metrics.
Why it is different
The biggest differentiator in seo-geo is the emphasis on AI visibility signals that matter in practice: mention frequency, citeable passages, and platform-specific optimization. That makes it more decision-oriented than a generic prompt, because it helps you identify what to fix first and what is probably already strong enough.
How to Use seo-geo skill
Install and load context
For seo-geo install, add the skill from the repo path AgriciDaniel/claude-seo and then load the skill instructions before you start analysis. Begin with SKILL.md, then check LICENSE.txt if you need usage terms. If your environment supports additional repository inspection, scan for supporting docs or helpers, but this skill is mostly self-contained.
Give it the right input
The seo-geo usage pattern works best when you provide a URL, page draft, or target page plus the search intent you care about. A weak request is “improve my page for AI search.” A stronger request is: “Analyze this article for seo-geo and tell me how to increase AI citation likelihood for a commercial query, with changes ranked by impact.”
Read the output as a workflow, not a score
Use the seo-geo guide output to decide what to edit first: tighten answerable passages, add clearer entity references, improve source trust signals, and check whether your content can be crawled and excerpted cleanly. If the skill identifies weak citability, do not only rewrite headlines; fix the section structure, evidence placement, and the answer block that an AI system would likely lift.
What to look for first
The most useful repository concepts surfaced in seo-geo are brand mentions versus backlinks, GEO analysis criteria, and citability scoring. Those are the levers that most affect output quality, so they should shape your prompt and your review order. If you are auditing a page, compare these signals before doing cosmetic SEO edits.
seo-geo skill FAQ
Is seo-geo only for SEO Content?
No. It is strongest for SEO Content, but it can also help product marketing, editorial, and documentation pages when the goal is AI search visibility. If your page is not meant to be cited or summarized, the skill is probably the wrong fit.
How is seo-geo different from a normal prompt?
A normal prompt usually gives generic advice like “write clearer headings” or “add keywords.” The seo-geo skill is more specific: it focuses on AI search behaviors, mention-based visibility, and passage-level citability, which gives you a more useful pre-publish or audit workflow.
Do beginners need advanced SEO knowledge?
No, but you do need a real page, topic, or URL to analyze. Beginners get the best results when they ask for one clear task, such as “score this page for GEO readiness” or “rewrite this section for better AI citation potential.”
When should I not use seo-geo?
Do not use seo-geo when you only need traditional blue-link SEO, technical crawl fixes, or a broad content strategy with no AI-search goal. It also will not replace sitewide analytics, log analysis, or a full technical audit.
How to Improve seo-geo skill
Give stronger source material
The best seo-geo results come from pages with an explicit target query, a real audience, and visible page structure. If you can, provide the URL, intended search intent, primary CTA, and any brand facts you need preserved. That lets the skill judge whether the content is actually citeable instead of guessing.
Ask for fixes by priority
A useful seo-geo improvement request is not “make this better.” Ask for ranked changes: “Identify the top 5 edits that would most improve AI citations, and separate must-fix issues from nice-to-have improvements.” This helps the output stay focused on high-leverage changes like answer blocks, evidence placement, or entity clarity.
Watch for common failure modes
The main failure mode is overfitting to keywords while ignoring whether the page can be quoted cleanly by an AI system. Another is optimizing for backlinks when the page needs stronger brand mention signals, clearer passages, or better crawler accessibility. Use the seo-geo skill to catch those mismatches early.
Iterate after the first pass
After the first output, re-run seo-geo with the revised draft and ask what still blocks citation or AI visibility. For seo-geo for SEO Content, iteration matters because small structural edits often change the result more than broad rewrites. Keep the prompt specific, compare before/after recommendations, and apply the changes that improve extractability and trust most directly.