Audit public content
Review accessible pages for category clarity, product facts, answerable questions, and crawler access.
GENERATIVE ENGINE OPTIMIZATION
Make GEO a practical workflow for improving your website with evidence.
Find the public page gaps that may affect how your business is understood in AI answers, make a focused change, and check what happens in a comparable follow up.
Provider API observations. No placement guarantees. CITESTRA / EVIDENCE WORKSPACE
APPROVED BUYER QUESTIONWhich solution should a buyer consider?
01 / OBSERVEProvider answersPrompt · model · locale · time
02 / INSPECTSources & mentionsNative citations · competitors
EVIDENCE RECORD
What was observed → what your site says → what to check next
Every conclusion stays connected to its source.
THE QUESTION
What should your team actually change for AI search?
Generative engine optimization (GEO) starts with clear, accessible, accurate information about your business. Citestra connects observed answers with your site content and source evidence. It proposes a target and an action only when the available evidence supports a specific diagnostic case.
WHAT YOU CAN DO
From an answer to a decision.
One connected workflow gives your team the context to move from observation to a useful next step.
Prioritize a specific Fix
See the target page, supporting observations, cited sources, proposed edit, and metric to watch in one place.
Keep claims verifiable
Separate observed facts from hypotheses, and review suggested wording against your actual product.
Validate a change
Group implemented work into a Change Set and compare eligible observations with the previous cohort.
THE WORKFLOW
Make progress you can explain.
Start with public evidence, then give every change a clear reason and a fair follow-up.
Read the measurement methodologyEstablish the baseline
Approve relevant buyer prompts and observe responses across configured provider APIs.
Find a supported gap
Connect a repeated omission or source pattern to a specific public page finding.
Publish a verified improvement
Your team reviews and implements the change on its own site.
Check the follow up
Compare equivalent prompts and methodology while keeping uncertainty visible.
COMMON QUESTIONS
Clear answers, useful boundaries.
Does GEO require special markup?
Useful structured data should describe the real page. An llms.txt file is optional and experimental. Neither guarantees inclusion or a citation.
Does Citestra publish edits automatically?
No. Citestra produces reviewable Fixes; your team decides what to implement.
Will an edit guarantee an AI recommendation?
No. Provider behavior, sources, and answers change. Citestra helps you measure observations and assess a plausible improvement.
START WITH YOUR OWN SITE
Start a free audit Find the next clear step for your AI visibility.
Run a bounded audit of public pages and review the evidence before you make a change.