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Quick Ref / Command

Marketing Kit

/ak:seo

SEO audit and optimization toolkit

SEO and GEO toolkit for audits, keyword research, AI discoverability (robots.txt, sitemap.xml, llms.txt, .md page variants, social cards, page actions), programmatic SEO, on-page optimization, JSON-LD schema, Google Search Console data, and Core Web Vitals.

01

Parse Intent

02

Load Reference

03

Collect Data

04

Analyze Search

Rule 01

SEO output should connect search demand, technical health, page quality, and measurable search-console performance.

Rule 02

Keyword research needs real volume, difficulty, CPC, clustering, competitor, and content-gap context.

Rule 03

Technical SEO covers crawl/index basics as well as Core Web Vitals, schema, canonical, mobile, sitemap, and robots controls.

Rule 04

pSEO work must include template structure, URL strategy, scale architecture, and quality constraints.

Execution Map

Core lanes from input to output, aligned with the command's real execution path.

01

Start

Input, scope, route

  1. 1 Parse Intent Read audit, geo, keywords, pseo, optimize, schema, or target-only requests; audit, geo, keywords, and pseo have routed reference workflows, and a full-site audit also runs the geo checklist.
  2. 2 Load Reference Load the matching routed SEO reference for audit, keyword research, or pSEO; treat optimize and schema as scoped requests or inspect bundled tools before use.
02

Work

Agent / skill execution

  1. 3 Collect Data Use Search Console, ReviewWeb.site, site crawls, Core Web Vitals checks, or provided page content as needed.
  2. 4 Analyze Search Review queries, clicks, impressions, CTR, position, keyword volume, difficulty, CPC, competitors, and gaps.
03

Verify

Gate, review, validation

  1. 5 Audit Technicals Check crawlability, indexing, sitemap, robots, canonical strategy, mobile SEO, schema, and Core Web Vitals.
  2. 6 Plan Content Cluster keywords, identify semantic coverage, internal links, readability improvements, and pSEO templates.
04

Close

Report, handoff, artifact

  1. 7 Generate Assets Produce audit reports, keyword reports, CWV reports, schema files, sitemaps, or pSEO pages.
  2. 8 Route Specialists Use seo-specialist for audits and optimization; attraction-specialist for keyword research.

Modes / Routes

audit

Technical SEO audit for a site, page, or domain.

Research:
Crawl + refs
Review:
Index blockers
Validate:
Audit report
geo

AI discoverability contract and audit: robots.txt, sitemap.xml, llms.txt, llms-full.txt, .md page variants, social metadata and cards, and copy/share/open-in-AI page actions.

Research:
GEO reference
Review:
Missing or broken AI surfaces
Validate:
GEO checklist
keywords

Keyword research and planning with volume, difficulty, CPC, clustering, and content gaps.

Research:
ReviewWeb.site
Review:
Search intent mismatch
Validate:
Keyword report
pseo

Programmatic SEO template generation and scale planning.

Research:
Template refs
Review:
Thin pages
Validate:
pSEO structure

Sample Prompt

Concrete invocations for each flag, subcommand, mode, or route available in the live workflow.

Audit Recommended 
/ak:seo audit https://example.com
Use when:
You need a technical SEO review for a site or page.
Expected:
The SEO audit report covers crawl behavior, index status, technical problems, on-page issues, and CWV findings.
GEO audit 
/ak:seo geo https://example.com
Use when:
You need to know how well AI agents and answer engines can find, read, and cite the site.
Expected:
Checks robots.txt, sitemap.xml, llms.txt, llms-full.txt, .md page variants, social cards, and page actions against the GEO reference, and reports what is missing or broken with evidence.
Keywords 
/ak:seo keywords product analytics software
Use when:
You need keyword demand, clusters, and content planning.
Expected:
The keyword report includes search volume, difficulty, CPC, topic clusters, and content gaps found during research.
pSEO 
/ak:seo pseo city landing pages
Use when:
You want scalable page templates for programmatic SEO.
Expected:
This deliverable provides the pSEO template and the URL strategy that supports scalable landing page creation.
Schema request 
/ak:seo schema pricing page
Use when:
Use only as a scoped JSON-LD request after checking the bundled tool effect.
Expected:
It offers schema guidance or an artifact path, and it clearly notes where the effect boundary applies.

Handled Scope

  • SEO audits
  • Keyword research
  • Google Search Console
  • Core Web Vitals
  • JSON-LD schema
  • Programmatic SEO
  • Internal linking
  • Technical SEO

Artifacts Produced

SEO Outputs

Pattern

Audit, keyword, CWV, schema, sitemap, or pSEO assets

Docs warn that overview and routed paths can differ; confirm the actual audit, keyword, pSEO, or schema path returned by the run.

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