SHAI

S7 Builders

/aeo

Agent 93: Answer Engine Optimization (S7 Builders, any industry)

Optimizes a business's own website (built by /build-website) to be cited and quoted correctly by AI answer engines: an llms.txt file, direct-answer paragraphs, and FAQPage/Organization structured data extending the site's existing LocalBusiness JSON-LD. Never fabricates an AI-visibility or citation-rate metric -- no answer engine publishes one. Every fact added traces to master.md or the site's own real content.

verified (fixture) 2026-09-08 · manual-fallback: publish held pending a live site from /build-websitev0.1.0

Run itAll agents

Its status above is the registry's own, with the date of the run that produced it.

What it is for

Contract A

  • #93AEO

Example requests

  • optimize for ChatGPT/AI search
  • make sure AI assistants recommend us
  • add an llms.txt
  • aeo audit

What it needs, and what it hands back

Needs connected

Nothing. It runs on what SHAI already knows about you.

Hands back

  • clients/<business-slug>/plans/aeo/aeo-<date>.md (llms.txt content, direct-answer paragraphs, FAQ schema, commit hash)

Stops and asks

Nothing this agent does is irreversible on its own, so it asks for no approval of its own. Spending, sending and publishing are approved wherever they happen.

How it runs

These are the headings of its own written instructions — 188 lines you can read and change.

  1. Step 0 — Environment, connection, and profile
  2. Step 1 — Write the answer-engine surface
  3. Step 2 — Push