SKILL ISSUE

AI SEO (coreyhaines31) vs SEO Audit (coreyhaines31)

AI SEO (coreyhaines31) and SEO Audit (coreyhaines31) are both SEO skills, so an agent choosing between them is matching on descriptions that overlap. Here is where they actually diverge.

AI SEO

coreyhaines31

Prepares content and site signals so AI assistants and large language models are more likely to surface and cite your pages in generated answers. It focuses on agent-readiness and AI-citation signals rather than traditional ranking, meta-tag fixes, or full technical audits, and it won’t perform broad on-page or performance remediation.

1 scenario in the bank answer to it

SEO Audit

coreyhaines31

Diagnose an existing site's search visibility — crawlability, meta tags, structured data, broken links — and hand back a prioritized fix list.

5 scenarios in the bank answer to it

What is the difference between AI SEO (coreyhaines31) and SEO Audit (coreyhaines31)?

AI SEO (coreyhaines31)
Prepares content and site signals so AI assistants and large language models are more likely to surface and cite your pages in generated answers. It focuses on agent-readiness and AI-citation signals rather than traditional ranking, meta-tag fixes, or full technical audits, and it won’t perform broad on-page or performance remediation.
SEO Audit (coreyhaines31)
Diagnose an existing site's search visibility — crawlability, meta tags, structured data, broken links — and hand back a prioritized fix list.

Should I use AI SEO or SEO Audit?

The clearest answer is a situation each one is unambiguously right for. Both of these are drawn from the game's question bank.

Reach for AI SEO when

We rank on the first page of Google and traffic is fine, but when customers ask ChatGPT for tools like ours, it never mentions us. Competitors get named constantly.

Ranking is already solved here, which rules out the three classic-search options no matter how thorough they are. ai-seo is the only one aimed at whether AI assistants surface and cite you — agent-readiness rather than blue links. seo (affaan-m/ecc) is the trap: it is the broadest of the four and fixes almost everything, but everything it fixes is traditional ranking, and traditional ranking is not the problem.

Reach for SEO Audit when

Server logs show crawlers are blocked by configuration, many pages use the same title, and several external links return errors — the team wants a clear remediation plan to get search traffic back.

An SEO audit will identify crawl-blocking configuration, duplicate metadata, and broken links and then produce a prioritized remediation plan to recover search visibility. The other skills address accessibility, layout, or generating pages, which don’t directly fix crawl/index or metadata problems.

What they have in common

Both are filed under SEO, the axis along which they collide. That shared ground is what makes an agent pick between them on description alone — and what makes it pick wrong.

Nearby comparisons

Reading the difference is not the same as spotting it at speed. That is the game.

Today's session