ai-seo
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 with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "ai-seo" from https://skillstore.io/skills/coreyhaines31-ai-seo.md and its manifest at https://skillstore.io/api/skills/coreyhaines31-ai-seo/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "ai-seo". Assess a product page that hides pricing and has no direct category definition.
Expected outcome:
- Priority 1: Add a clear category definition near the page opening.
- Priority 2: Publish accessible, current pricing and plan limits.
- Priority 3: Add sourced proof and answer common buyer questions.
Using "ai-seo". Explain why our guides receive citations but our product is not recommended.
Expected outcome:
Your guides may be useful sources while broader web consensus still favors established products. Strengthen reviews, community discussion, analyst coverage, and earned media.
Using "ai-seo". Create a monthly AI visibility measurement plan for twenty priority queries.
Expected outcome:
- Record citations, mentions, recommendation framing, cited pages, and competitors for each query.
- Repeat the same query set across selected platforms each month.
- Compare visibility changes with content releases, branded search, and self-reported attribution.
Security Audit
SafeAll 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.
Risk Factors
๐ Filesystem access (2)
๐ Network access (4)
โก Contains scripts (1)
โ๏ธ External commands (25)
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<a href="https://skillstore.io/skills/coreyhaines31-ai-seo?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/coreyhaines31-ai-seo/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/coreyhaines31-ai-seo.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
coreyhaines31. (2026). ai-seo security audit report (audit version 7) [Author version 2.2.0]. Skillstore. https://skillstore.io/skills/coreyhaines31-ai-seo/audits/7BibTeX citation
@techreport{coreyhaines31-coreyhaines31-ai-seo-2026,
author = {coreyhaines31},
title = {ai-seo security audit report (audit version 7)},
institution = {Skillstore},
year = {2026},
number = {7},
url = {https://skillstore.io/skills/coreyhaines31-ai-seo/audits/7},
note = {Author version 2.2.0}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "ai-seo security audit report (audit version 7)"
version: "2.2.0"
type: report
authors:
- name: "coreyhaines31"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/coreyhaines31-ai-seo/audits/7"
identifiers:
- type: other
value: "skillstore:coreyhaines31-ai-seo:audit:7"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
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.
Try These Prompts
Review this page for AI search readiness: [page content or URL details]. Identify the three highest-priority improvements and explain each recommendation.
Our brand is [brand], and competitors [names] appear for [queries]. Compare likely structure, authority, and presence gaps using these observations: [details].
Create an AI search optimization plan for [site]. Use our priority queries, content inventory, audience, and current visibility data: [details].
Design a detailed audit for Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot. Include evidence requirements, scoring criteria, and monthly monitoring.
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.
Avoid
- 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.
Frequently Asked Questions
What is AI SEO?
Which platforms does this skill address?
Does this skill guarantee an AI citation?
Can it perform a traditional technical SEO audit?
Does every site need llms.txt or an OKF bundle?
What information improves the audit?
Developer Details
Author
coreyhaines31License
MIT
Author version
v2.2.0
Skillstore revision
r2
Ref
c43861a65bb95efcae259cd161c9d6f4dc7eec6f
Maintenance freshness
7/24/2026
Usage
6 downloads ยท 161 views
File structure
๐ evals/
๐ evals.json
๐ references/
๐ citations-vs-recommendations.md
๐ content-patterns.md
๐ content-types.md
๐ okf.md
๐ platform-ranking-factors.md
๐ SKILL.md