# Improve Content Visibility in AI Search

AI search engines may overlook useful content when its answers, evidence, and structure are difficult to extract. This skill audits visibility and recommends focused improvements.

## Install

```bash
npx skillstore add coreyhaines31/ai-seo
```

## Metadata

- Status: approved
- Slug: coreyhaines31-ai-seo
- Version: 2.2.0
- Author version: 2.2.0
- Skillstore revision: r2
- Version status: valid
- Tree hash: 3c05ca5ee9a58806a1e897a5ffafff848340e23e4ad41713adbb604fcd44823c
- Author: coreyhaines31
- GitHub username: coreyhaines31
- License: MIT
- Repository: https://github.com/coreyhaines31/marketingskills/tree/main/skills/ai-seo/
- Ref: c43861a65bb95efcae259cd161c9d6f4dc7eec6f
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: filesystem, network, scripts, external\_commands
- Quality score: 78
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/coreyhaines31-ai-seo
- Manifest: https://skillstore.pages.dev/api/skills/coreyhaines31-ai-seo/manifest

## Capabilities

- Audits content across structure, authority, and third-party presence.
- Evaluates citation visibility across major AI search platforms.
- Reviews answer blocks, headings, tables, FAQs, and source attribution.
- Checks robots.txt guidance for common AI crawlers.
- Recommends content formats and monitoring metrics for priority queries.
- Explains differences between citations, mentions, and recommendations.

## Use Cases

- Audit SaaS AI visibility: Find content, authority, and crawlability gaps that may reduce citations across major AI search platforms.
- Improve editorial extractability: Restructure articles with direct answers, sourced evidence, comparison tables, and useful question headings.
- Plan measurable AI search work: Prioritize queries, platforms, content updates, and recurring visibility checks within an SEO program.

## Prompt Templates

### Review one page

```
Review this page for AI search readiness: [page content or URL details]. Identify the three highest-priority improvements and explain each recommendation.
```

### Compare competitor citations

```
Our brand is [brand], and competitors [names] appear for [queries]. Compare likely structure, authority, and presence gaps using these observations: [details].
```

### Build a content optimization plan

```
Create an AI search optimization plan for [site]. Use our priority queries, content inventory, audience, and current visibility data: [details].
```

### Design a multi-platform audit

```
Design a detailed audit for Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot. Include evidence requirements, scoring criteria, and monthly monitoring.
```

## Limitations

- Cannot guarantee citations, rankings, mentions, or recommendations.
- Needs current pages, target queries, or visibility observations for a specific audit.
- Does not replace a technical SEO audit or structured data implementation.
- Platform behavior and crawler policies can change after the reference guidance was written.

## Best Practices

- Provide priority queries, audience details, current pages, and observed AI answers.
- Verify every statistic, quote, product fact, and platform claim before publication.
- Measure citations, recommendation framing, and business outcomes over consistent time intervals.

## Anti Patterns

- Do not publish thin AI-targeted pages that offer no value to human readers.
- Do not fabricate reviews, citations, expert quotes, or community discussions.
- Do not treat a citation as proof that an AI system recommends the brand.

## Security Audit

- Audited at: 2026-07-23T12:40:04.179\+00:00
- Summary: All 38 static alerts are false positives caused by ordinary Markdown prose, inline code formatting, fenced examples, documentation links, or relative documentation paths. No executable commands, path traversal behavior, reconnaissance, prompt injection, or unauthorized network activity was found.

## Stats

- Views: 161
- Downloads: 11
- Favorites: 0
- Popularity score: 0