seo-geo
by ReScienceLabThe seo-geo skill helps improve website visibility in Google, Bing, and AI search. Use this seo-geo guide for audits, keyword research, schema markup, and SEO Content updates with a practical workflow, references, and scripts for repeatable execution.
This skill scores 78/100, which means it is a solid listing candidate for directory users who need SEO/GEO workflows rather than a generic prompt. The repository provides enough operational detail, scripts, and reference material for an agent to trigger the skill and execute real optimization tasks with less guesswork, though install adopters should note the onboarding is still somewhat fragmented.
- Strong triggerability and scope: the frontmatter names SEO, GEO, schema markup, keyword research, AI visibility, and related search terms, making it easy for agents to route relevant requests.
- Real workflow support: SKILL.md includes an audit-to-optimization workflow plus runnable scripts such as seo_audit.py, keyword_research.py, serp_analysis.py, and schema-related helpers.
- Good evidence density: multiple references cover Google guidance, GEO research, platform algorithms, schema templates, and an example case study, which improves agent leverage and reduces ambiguity.
- Install guidance is incomplete: there is no install command in SKILL.md, so users may need to infer setup and usage from the document and scripts.
- Description metadata is thin: the description length is only 1, so directory users may need the repo content to understand fit and limits.
Overview of seo-geo skill
What seo-geo is for
The seo-geo skill helps you improve a site for both classic search and AI search. It is useful when you need an seo-geo guide for audits, keyword planning, schema markup, and content updates that can be cited by systems like ChatGPT, Perplexity, Gemini, Copilot, and Claude.
Who should use it
Use the seo-geo skill if you manage a website, landing page, content hub, or product docs and need practical search visibility gains. It fits SEO leads, content editors, founders, and agents working on SEO Content that must rank, get indexed, or earn AI citations.
What makes it different
This skill is not just a generic prompt about SEO. It includes a workflow, scripts, and references that support an evidence-based seo-geo install and execution path: audit first, then keyword research, then content and schema changes. That makes it better for agents that need repeatable steps instead of one-off advice.
How to Use seo-geo skill
Install and start with the right files
Use the seo-geo install flow from the skills system, then open SKILL.md first. After that, read references/seo-checklist.md, references/geo-research.md, references/schema-templates.md, and references/platform-algorithms.md before making changes. If you need implementation detail, inspect scripts/seo_audit.py, scripts/keyword_research.py, and scripts/serp_analysis.py.
Give the skill a concrete SEO job
The best seo-geo usage starts with a specific page, site, or keyword cluster. Ask for one outcome at a time, such as:
- “Audit this homepage for indexation blockers and schema gaps.”
- “Build SEO Content around this topic cluster for AI citations.”
- “Rewrite this landing page so it answers the query faster and adds FAQ schema.”
- “Find keyword gaps versus these competitors and suggest page types.”
What good inputs look like
Stronger inputs include the URL, target audience, primary keyword, competitors, current CMS, and any constraints such as no code changes, no developer support, or a need to keep the copy brand-safe. For example: Review https://example.com, target "B2B HR software", compare against 3 competitors, and recommend metadata, schema, and content changes for Google and AI search.
Practical workflow for better output
Start with audit output, then ask for the smallest usable next step. A good sequence is: crawl or inspect the page, identify blockers, research target terms, then request revised title tags, meta descriptions, headings, FAQ content, and schema. This keeps the seo-geo skill focused on decisions that affect visibility instead of producing generic copy.
seo-geo skill FAQ
Is seo-geo only for traditional SEO?
No. The seo-geo skill is built for both search ranking and GEO, meaning the goal is to be cited or surfaced in AI answers as well as indexed in Google and Bing.
Do I need technical skills to use it?
Not much. Beginners can use it for audits and content briefs, but the best results come when you can supply URLs, competitor examples, and clear page goals. If you cannot provide those, the output will be broader and less actionable.
When should I not use seo-geo?
Do not use it if you only need generic copywriting, social posts, or brand messaging with no search objective. It is also a weaker fit when you cannot change page structure, metadata, or schema, because those are major levers in seo-geo work.
How is it different from a normal prompt?
A normal prompt may give you a draft. The seo-geo skill gives you a repeatable workflow, supporting references, and scripts that help an agent make better SEO decisions with less guesswork, especially when the task involves audits, keywords, and structured data.
How to Improve seo-geo skill
Feed it the right constraints
The seo-geo skill works best when you specify what cannot change, not just what you want improved. Include CMS limits, dev constraints, brand terms to preserve, markets to target, and whether the page is meant for Google, Bing, or AI citation visibility. That reduces wasted recommendations.
Ask for outputs you can ship
Request deliverables that match the work stage: audit checklist, keyword map, title/meta options, FAQ draft, schema JSON-LD, or a prioritized action list. This helps the seo-geo guide stay practical and makes it easier to compare the first answer against your actual implementation options.
Iterate on evidence, not vibes
If the first result is too broad, tighten the prompt with page data, current copy, Search Console notes, or competitor snippets. For seo-geo for SEO Content, the biggest quality jump usually comes from adding the target query, search intent, and examples of pages that already win that query.