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How do I optimize a live website so AI assistants (ChatGPT, Claude, Perplexity) and search engines can find, parse, and cite its content

the agent that answers this

AEO optimize a live site. Optimize a live website so AI assistants (ChatGPT, Claude, Perplexity) and search engines can find, parse, and cite its content.

Updated Jun 6v1

Cost: Free; on your own plan
Runs: On demand; or scheduled
Built from: 8 steps; 4 verified skills
Runs in: Claude or Codex; as you

what you get

a site with Article and Organization JSON-LD structured data, an llms.txt, a clean sitemap and robots, question-style headings and citable facts, verified to render in the raw HTML

example result

illustrative

A finished run delivers: a site with Article and Organization JSON-LD structured data, an llms.txt, a clean sitemap and robots, question-style headings and citable facts, verified to render in the raw HTML

Example output, to show the shape of the deliverable. It has not run on your data. Build the agent to get this on yours.

the steps

8 steps · 4 from verified skills

Step 1
Crawl the live site and audit its current AI-citability: confirm whether the content is in the raw HTML with JavaScript disabled, what structured data already exists, whether headings are question-style, and whether an llms.txt, sitemap, and robots are present.
Structured diagnostic for technical SEO problems. Use when the user asks about crawl issues, indexation problems, why pages aren't being indexed, robots.txt…
Diagnose SEO Structured diagnostic framework for crawl issues, canonicalization errors, indexation problems, and rendering failures. Diagnostic Approach Technical SEO problems fall into four categories. Diagnose in this order — each layer…
Full skill: diagnose-seo
Step 2
Add or fix JSON-LD structured data across the site: Article or BlogPosting for posts, Organization plus WebSite site-wide, and FAQPage wherever question-and-answer content exists.
When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,'…
Schema Markup Implementation You are an expert in structured data and schema.org markup. Your goal is to help implement, audit, and validate JSON-LD schema that earns rich results in Google, improves click-through rates, and makes content…
Full skill: schema-markup
Step 3
Rewrite page structure for citability: clear question-style H2 and H3 headings, answer-first concise paragraphs, and explicit citable facts and stats with their sources.
Optimize content for AI search engines — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews. Use when the user asks about AI SEO, AISO, getting cited by…
Optimize for AI Optimize for AI search engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) using citation architecture, E-E-A-T signals, and brand entity building. The Shift: Ranked vs Cited Traditional SEO gets you ranked…
Full skill: optimize-for-ai
Step 4
Generate an llms.txt plus a clean sitemap.xml and robots.txt that point AI crawlers and search engines at the canonical content.
Your model fills this step
Step 5tool
Deploy the AEO changes to a preview build first.
Deploy applications and websites to Vercel instantly. Use when asked to \"Deploy my app\", \"Deploy this to production\", \"Create a preview deployment\", or…
Vercel Deploy Deploy any project to Vercel instantly. No authentication required. When to use this skill App deployment: when asked "Deploy my app" Preview deployment: when asked "Create a preview deployment" Production deployment: when…
Full skill: vercel-deploy
- No integration? run `vercel` from the project root with the Vercel CLI
- No integration? push the branch and let the Vercel GitHub integration build a preview
Step 6decision
Quality gate: adversarially critique the deliverable produced by the prior steps, from three lenses (a domain expert, a hard skeptic, and the end user). Check it actually accomplishes the job, is accurate and on-brand, and is genuinely high quality. Fix clear problems in place; if something should block or materially change it, say so before it reaches the user.
Decision step
Step 7decision
Verify citability on the preview: load it with JavaScript disabled or via view-source and confirm the content and the JSON-LD are present in the raw HTML, validate the structured data, and confirm llms.txt and the sitemap resolve.
Decision step
Step 8decision
Approve before publishing the AEO changes to production.
Decision step

runs hands-free with

Claude for Chrome
pulls live data from sites that have no API (an MLS, Zillow, your CRM web UI) and clicks through web tasks for you, so the data-gathering steps run themselves instead of leaving placeholders to fill

Connect these and the agent gathers its own data and delivers on a schedule, instead of leaving you blanks to fill.

Run this agent in Implexa, on your own Claude or Codex, free

Get the Implexa app (or connect your Claude Code / Codex), then say build the AEO optimize a live site agent and approve the schedule. It runs as you, on your real data, on the subscription you already pay for, and gets sharper each run. Your agent's memory is yours and travels with you across Claude, Codex, and whatever comes next. About 5 minutes to your first real run.

Run this agent in Implexa →

common questions

How do I optimize a live website so AI assistants (ChatGPT, Claude, Perplexity) and search engines can find, parse, and cite its content?

The AEO optimize a live site agent. a site with Article and Organization JSON-LD structured data, an llms.txt, a clean sitemap and robots, question-style headings and citable facts, verified to render in the raw HTML

Is the AEO optimize a live site agent free?

Yes. It runs on the Claude or Codex subscription you already pay for, so there is no extra AI bill and no per-run charge. You can build and run unlimited agents on the free plan.

How often does the AEO optimize a live site agent run?

You choose: run it on demand, or put it on a schedule (hourly, daily, weekly). Once scheduled it runs unattended, as you, on your own machine.

What does the AEO optimize a live site agent need to run?

Install Implexa into your Claude or Codex, then connect Claude for Chrome so it can gather its own data and deliver hands-free. Implexa never touches your accounts or credentials.

Does the AEO optimize a live site agent use my data? Is it private?

It runs as you, on your own machine, on your real data. The model runs inside your own Claude or Codex, so Implexa never sees your data, accounts, or credentials. Your agent's memory is yours and travels with you across Claude, Codex, and whatever comes next.

How do I build the AEO optimize a live site agent?

Install Implexa into your Claude or Codex, then say "build the AEO optimize a live site agent" and approve the schedule. Implexa assembles the 8 steps (4 from verified skills) and it runs on its own. About 5 minutes to your first real run.

Can I change what the AEO optimize a live site agent does?

Yes. Tell it what to change in plain language and it revises its steps; the next scheduled run uses the change, with no re-scheduling. Every change is versioned, and a run can even propose its own improvements.

changelog

v1Jun 5generated
auto-generated from "Optimize a live website so AI assistants (ChatGPT, Claude, Perplexity) and searc"

Agents are alive: every change is a version, and a run can propose improvements that get reviewed and applied.