ChatGPT Optimization · audit, fix, monitor

ChatGPT optimization, as an engineering job.

Not tips and tactics — a checklist. Crawler access, rendering, structured facts, entity consistency and a monitor that tells you the hour ChatGPT changes its mind about you.

The engagement

Audit, fix, verify, monitor.

Two weeks from audit to shipped fixes on most sites.

01
Audit
Every template fetched as GPTBot, OAI-SearchBot and ChatGPT-User, with real headers and no JavaScript.
02
Fix
Rendering, schema, published facts and entity consistency corrected at template level.
03
Verify
A re-crawl confirms each fix landed, and the change is logged against your baseline.
04
Monitor
Weekly prompt runs with instant alerts when your position in an answer changes.
The checklist

Six checks, in priority order.

Fixing them out of order wastes weeks.

1. Crawler reachability

robots.txt, CDN and WAF rules for every OpenAI agent. Nothing else matters until this passes.

2. Initial-HTML content

Your core claims published as readable text, verified per template.

3. Published specifics

Prices, limits, timelines and policies in readable HTML rather than PDFs or support tickets.

4. Schema and entities

Organization, Product and FAQPage markup that matches the visible page exactly.

5. Public documentation

The most-cited source type in technical answers, moved outside the login wall.

6. Continuous monitoring

Position and presence tracked weekly, with the displacing competitor named.

Priority order

What each failure costs you.

Fix top-down; the lower rows cannot pay off until the upper ones pass.

Failure
What ChatGPT sees
Typical fix time
Blocked at CDN or robots.txt
Nothing at all
1 hour
Content requires JavaScript
An empty page
4–16 hours
No published numbers
Nothing to compare you on
2–6 hours
Schema missing or contradictory
No confirmed entity
3–8 hours
Docs behind login
No technical source to cite
1–3 days
Inconsistent descriptions
Low confidence, hedged mentions
2–4 hours
Questions

Implementation questions.

It helps considerably, but ChatGPT also draws on widely-cited third-party sources. Allowing it is the simplest lever you control.

Your public content may be used in answers — which is the objective. Genuinely proprietary paths can stay blocked.

No. Publishing the critical copy as readable text is usually a scoped change, not a rewrite.

Presence and position across your tracked prompts, from stored answers you can open and read.

Yes — included on Scale, an add-on on Growth, or we hand your developers a patch-level spec.

Run the GPTBot inspection.

Free on any domain, and it tells you which of the six checks is failing.