template · core tier
AI Search Visibility Kit
Get cited by AI assistants — 13 chained skills for AEO + classic SEO, the DIY tier of our $399 service.
Buyers ask ChatGPT, Claude and Copilot what to use — and if the answer names someone else, your pages did that. This kit is the self-serve fix: 13 chained agent skills that engineer every page for AI citation and classic rankings. Keyword intake → topical maps → briefs → page generation → internal linking → schema → indexing, plus a six-skill AI-search module (llms.txt, citation hooks, FAQ schema, citation tracking) that structures pages so assistants name you. It's the methodology behind our MCP Visibility Index — where 52 of 101 measured vendors were never cited once — and the same checklist the $399 done-for-you service runs.
seo-autopilot/ ├── README.md · LICENSE ├── pipeline/ ← 7 chained stage-skills │ ├── seo-keyword-intake/ → 01-clusters.json │ ├── seo-topical-architecture/ → 02-topical-map.md │ ├── seo-brief-factory/ → 03-briefs/* │ └── … 4 more stages ├── ai-search/ ← AEO citability engine (6 skills) │ ├── seo-citation-hook/SKILL.md ← "Cite Me First" pattern │ ├── seo-ai-handshake/SKILL.md ← agent-discoverable schema │ ├── seo-paa-megaguide/SKILL.md ← PAA cascade ownership │ ├── seo-content-shredder/SKILL.md ← 1 page → 5 platform assets │ ├── seo-citation-tracker/SKILL.md ← weekly AI citation audit │ └── seo-launch-syndication/SKILL.md ← launch distribution checklist ├── templates/ ← Next.js page factories (production code) └── mesh-generator/ ← runnable link-plan script
Why it's different
- ▸ Every page engineered for two readers: human browsers and AI extractors
- ▸ Includes E-E-A-T quality gates so pages read human, not generated
- ▸ Two stages recur unattended (indexing ops, weekly citation tracking) — your agent schedules them
Runs unattended
The recurring skills in this kit ship with a scheduling procedure — not a guide for you to follow, but a file your agent reads and executes. Paste one line; it installs to the right directory for your platform, creates the schedule, and proves the first run actually wrote something.
Read RUN-UNATTENDED.md in this folder and put this kit's recurring skills on a schedule for my platform, verifying each step.
| Platform | Runs with your laptop closed | How |
|---|---|---|
| Claude Code | Yes — Anthropic's cloud | Routines, hourly or slower |
| Hermes | Only while its host stays up | cron, any interval |
| Codex | Needs a scheduler you own | codex exec + launchd or CI |
Every scheduled run has to name the file it must write, and records a result either way. A run that finishes cleanly having produced nothing is recorded as a failure — which is the difference between automation you can leave alone and automation that has quietly stopped working.
Questions, answered
How is this related to the Visibility Index?+
The Visibility Index measures whether AI assistants cite a vendor across ten buyer queries; this kit is the do-it-yourself fix for a low score. It implements the same checklist AgentKit Works runs in its $399 done-for-you engagement — llms.txt, citation hooks, FAQ schema, crawlable answers — as agent skills you run on your own site.
Does programmatic SEO still work after AI Overviews?+
The traffic moved, it didn't die. The kit's AI-search module targets citability in AI answers alongside classic rankings — pages are engineered to be quoted, not just indexed.
Do I need to know SEO already?+
No. The pipeline encodes the strategy; the docs explain each decision. Knowing your niche matters more than knowing SEO.
I'm not on Next.js — is it useless to me?+
No. The 13 skills — keywords, topical maps, briefs, linking, schema, citation hooks, tracking — are stack-agnostic: they produce content and plans your agent applies to any site. Only the page-factory templates are Next.js App Router code; on WordPress or Astro you skip those and keep everything else.
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