SEO MCP Prompt Library

Audit the latest completed crawl for [PROJECT].
Start with the overview, then verify the highest-impact issues with records.
For every recommendation include: evidence, affected URL pattern, impact,
owner, smallest fix, and post-release validation.
Read-only analysis. Do not start a crawl or change settings.

Find all non-2xx HTML pages in the latest completed crawl.
Group by status code and URL pattern. Separate final URLs from redirects.
Prioritize pages with strong internal-link exposure and return up to 20 examples.

Find failed internal-link destinations.
Group repeated targets and retrieve their source pages.
Identify navigation or template-wide patterns before isolated content links.
Draft a repair plan with acceptance criteria.

Find failed images, unusually large assets, and missing-alt candidates.
Group shared assets by source-page count.
Separate technical facts from editorial decisions about alt text.

Compare crawl [BEFORE_UID] with [AFTER_UID].
Return improvements, regressions, expected changes, and uncertain changes.
Verify major deltas with page, link, or image records.
Include both crawl UIDs and timestamps in the report.

Review Core Web Vitals for [PROJECT].
Group URLs by template. Identify weak LCP, INP, and CLS patterns.
Suggest the next diagnostic check, but do not claim an unproven root cause.

Compare the projects I can access.
Rank where technical SEO attention is most likely to help.
Explain the evidence, confidence, and missing data behind the ranking.

Turn the verified findings into engineering tickets.
Group records by shared root cause, not one ticket per URL.
Include evidence, representative URLs, proposed change, acceptance criteria,
risk, owner, and the exact SEO MCP prompt to validate the release.

Show the exact project, settings, and expected effect of starting a crawl.
Do not start it. Wait for my explicit confirmation.

Goal: [decision or outcome]
Scope: [project, crawl, page group, time window]
Evidence: [records and fields required]
Output: [table, grouped findings, tickets, summary]
Safety: [read-only or exact approved action]
Limits: [sample size, uncertainty, exclusions]