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SEO & GEO Skill Cluster · 6 Skills

Technical SEO & GEO AI Search Optimization Skills

Automate technical SEO audits, Schema.org structured data, sitemap generation, and Generative Engine Optimization (GEO). Ensure your product ranks on both Google SERPs and AI search engines like Perplexity, ChatGPT, and Claude.

The Default AI Trap

Developers build fast web applications but omit canonical tag hierarchies, hreflang alternates, valid JSON-LD schemas, and AI crawler accessibility. LLMs often fail to structure content for passage-level citation.

The AgentTaste Standard

Zero-compromise technical crawlability, strict schema validation, citable statistics tables for AI extraction, and structured llms.txt endpoints.

Core Principles Enforced by SEO & GEO Skills

Schema JSON-LD compliance: Valid SoftwareApplication, Article, FAQPage, and BreadcrumbList markup.
AI citation readiness: Format key facts into extractable bulleted lists and citable data tables.
Crawler access control: Explicit robots.txt policies distinguishing AI search bots from training scrapers.
Core Web Vitals discipline: Fast First Contentful Paint, zero Cumulative Layout Shift, and minimal script bloat.

Curated SEO & GEO Skills (6)

Select any package below to inspect full inputs, triggers, and executable SKILL.md instructions.

Universal SKILL.md Standard
GEO & LLM Citation Engine
AgentTastePro

GEO & LLM Citation Engine

Equip your web apps with citable statistics, JSON-LD Schema.org graphs, and llms.txt discovery.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# GEO & LLM Citation Engine (seo-geo-citation-ready)
Enforces 2026 Generative Engine Optimization standards so AI engines (Perplexity, ChatGPT, Claude) cite your project directly in their answers.

## Use when
- Add structured data and agent discovery to a public site.

## Required inputs
- Public URL and site source
- Verified facts and page types

## Prerequisites
- Use traceable sources for statistics and validate structured data.

## Expected outputs
- Schema markup and machine-readable discovery files

Source: https://agenttaste.dev/skills/seo-geo-citation-ready#instructions
Full SKILL.md: https://agenttaste.dev/skills/seo-geo-citation-ready/SKILL.md
SKILL.md
SEO audit
Corey HainesPublic source

SEO audit

Diagnose technical SEO, on-page issues and organic search performance.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# SEO audit (marketing-seo-audit)
A public marketing skill for investigating crawlability, indexation, page metadata and search performance. Findings should be tied to the inspected site and available data.

## Use when
- Investigate indexing issues, ranking losses or organic traffic changes.
- Review a site’s SEO before a launch.

## Required inputs
- Website URL and target market
- Search Console or analytics data when available

## Prerequisites
- Web access to inspect the site.
- Read linked reference files and product marketing context.

## Expected outputs
- Sourced SEO findings
- Prioritized fixes and validation steps

Source: https://github.com/coreyhaines31/marketingskills/blob/1efedbc5148b54b2f0f6c6c9fe0be62e151c7fff/skills/seo-audit/SKILL.md
Full SKILL.md: https://agenttaste.dev/skills/marketing-seo-audit/SKILL.md
SKILL.mdSource ↗
AI search optimization
Corey HainesPublic source

AI search optimization

Improve content for AI search answers, retrieval and source citations.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# AI search optimization (marketing-ai-seo)
The public ai-seo skill covers answer engine optimization and content visibility in AI-generated search answers. It does not guarantee citations or search rankings.

## Use when
- Review content for AI search or answer engine visibility.

## Required inputs
- Website or content URL
- Target questions and audience

## Prerequisites
- Web access and the relevant content.
- Access to visibility tools when quantitative measurement is requested.

## Expected outputs
- Content and citation improvements
- A visibility measurement plan

Source: https://github.com/coreyhaines31/marketingskills/blob/1efedbc5148b54b2f0f6c6c9fe0be62e151c7fff/skills/ai-seo/SKILL.md
Full SKILL.md: https://agenttaste.dev/skills/marketing-ai-seo/SKILL.md
SKILL.mdSource ↗
Competitor and alternatives pages
Corey HainesPublic source

Competitor and alternatives pages

Create fair comparison pages with sourced features, pricing, fit and migration guidance.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# Competitor and alternatives pages (marketing-competitor-alternatives)
Corey Haines’s competitor-page skill distinguishes alternatives lists, direct comparisons and competitor-versus-competitor pages, with centralized evidence and explicit strengths and weaknesses.

## Use when
- Build a comparison page for explicitly named competing products.

## Required inputs
- Your product and named competitors
- Target buyers, verified pricing and feature sources

## Prerequisites
- Current public sources for every material comparison.
- Disclose your relationship to the product; do not invent competitor weaknesses.

## Expected outputs
- Comparison page draft or page plan
- Source-backed competitor data

Source: https://github.com/coreyhaines31/marketingskills/blob/e85f3cbc2e4a79bf33b2a12e9bdd9087d414735b/skills/competitors/SKILL.md
Full SKILL.md: https://agenttaste.dev/skills/marketing-competitor-alternatives/SKILL.md
SKILL.mdSource ↗
Programmatic SEO planning
Corey HainesPublic source

Programmatic SEO planning

Plan template-driven pages with distinct data, search intent and indexation quality gates.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# Programmatic SEO planning (marketing-programmatic-seo)
Corey Haines’s programmatic SEO skill evaluates keyword patterns, data requirements, templates, internal linking and launch checks before scaling a page system.

## Use when
- Assess an opportunity for a useful data-driven directory or template-page system.

## Required inputs
- Product, audience and conversion objective
- Candidate keyword patterns and available unique data

## Prerequisites
- A reliable dataset and evidence of distinct user intent.
- Search-volume or competition figures require real data sources.

## Expected outputs
- Programmatic page strategy and template plan
- Rollout quality checks and measurement

Source: https://github.com/coreyhaines31/marketingskills/blob/e85f3cbc2e4a79bf33b2a12e9bdd9087d414735b/skills/programmatic-seo/SKILL.md
Full SKILL.md: https://agenttaste.dev/skills/marketing-programmatic-seo/SKILL.md
SKILL.mdSource ↗
Structured data and JSON-LD
Corey HainesPublic source

Structured data and JSON-LD

Implement page-appropriate Schema.org markup and validate it against visible content.

Claude Code · Cursor · Codex · Antigravity

Preview instructions

Selection brief

# Structured data and JSON-LD (marketing-schema-markup)
Corey Haines’s schema skill covers organization, article, product and breadcrumb markup, with validation and current search-feature eligibility checks before making rich-result claims.

## Use when
- Add or repair structured data on an existing website.

## Required inputs
- Page content and current markup
- Relevant entity facts and intended search feature

## Prerequisites
- Access to page HTML or source and verified entity facts.
- Check current Google documentation; markup does not guarantee enhanced search results.

## Expected outputs
- JSON-LD matching visible content
- Validation findings and eligibility limitations

Source: https://github.com/coreyhaines31/marketingskills/blob/e85f3cbc2e4a79bf33b2a12e9bdd9087d414735b/skills/schema/SKILL.md
Full SKILL.md: https://agenttaste.dev/skills/marketing-schema-markup/SKILL.md
SKILL.mdSource ↗

Quick Installation Across Coding Agents

Claude Code

Run SEO audit skills via .claude/skills/seo-geo-citation-ready/SKILL.md against your live site.

Cursor (.cursorrules)

Include .cursor/rules/seo.mdc to automatically validate meta tags and schema markup during page creation.

OpenAI Codex CLI

Deploy .agents/skills/seo-geo-citation-ready/SKILL.md to build sitemaps and llms.txt automatically.

Google DeepMind Antigravity

Leverage Antigravity SEO skills to execute automated technical audits and backlink workflows.

Frequently Asked Questions: SEO & GEO

What is GEO and why is it essential alongside traditional SEO?

Generative Engine Optimization (GEO) focuses on getting your website cited by AI search engines like Perplexity, ChatGPT Search, and Google AI Overviews. It requires structured summaries, citable statistics, and clear entity definitions.

Do these skills generate valid Schema.org structured data?

Yes. They output type-safe JSON-LD schemas for software applications, tech articles, FAQs, organization entities, and breadcrumb trails that pass Google Rich Results tests.

How do these skills handle llms.txt and llms-full.txt?

They provide complete specifications and generation logic for standard llms.txt endpoints, allowing AI agents to quickly ingest clean Markdown summaries of your product.

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