An introduction to AI SEO
Practical AI SEO across six connected topics
Help the systems you choose reach and read your pages, answer readers’ questions with evidence, and check what AI answers say about your organization or subject. Full Stack AI SEO provides free guides, procedures, checklists, and working templates for SEO professionals, marketers, and leaders.
Everything is free to read, with no signup. Diagnose an AI SEO problem when you need to choose a first check. To understand the underlying process, read how AI answer engines synthesize responses.
Choose the question you need to answer
These six topics are independent entry points. Start with the problem you can show: for example, a page a crawler cannot fetch or a factual claim an AI answer gets wrong. If nothing is clearly broken, start with the decision that matters most now. Leave improvements that depend on that work until you have checked the result. None of the topics guarantees inclusion or citations in AI answers.
Use the overview below to choose an area, or browse resources by task to reach the procedure or artifact you need now.
Crawlability, Rendering & Indexability
Find where discovery, crawling, rendering, or indexing breaks down.
Can the intended system reach and read the page? Discovery, crawling, rendering, and indexability are separate stages. A page that works in your browser may still hide important content from a crawler.
The Crawlability, Rendering & Indexability guide shows how to find the failing stage and choose the right test.
For a new website
Before launch, test one representative page from each template. Check what the crawler receives, whether access is allowed, the HTTP response, and the indexing directives.
For an existing website
Record what the crawler receives now and compare the original HTML with the rendered page. Give the technical owner the failing URL, response, and missing content before asking for a change.
Structured data
Choose the source of truth before correcting a conflict.
Does the machine-readable description match what visitors see and the source record says? Valid JSON is only the first check. The vocabulary, relationships, and consumer requirements determine whether the markup is useful.
Use the structured data guide to choose a model, template, or live validation procedure.
Compare the same facts in each format
- What visitors read
- What the markup says
- What the feed supplies
Confirm the correct value before making a correction.
For a new website
Decide which system owns each important fact, such as a name or price. Use that value in the visible content, markup, and relevant feeds.
For an existing website
Compare one important page with its JSON-LD and source record. When values differ, determine which one is current before correcting the page or publishing process.
Entity identity & authority
Establish identity before assessing authority.
Can readers and systems tell an organization, person, product, or location apart from a namesake? Clear identifiers and relationships establish identity. Independent evidence of expertise or recognition answers a different question; repeating a description on profiles you control does not provide that evidence.
The entity guide separates identity records, reconciliation, and independent evidence.
Check identity across different sources
- Your website
- Public profiles
- Independent references
Record who maintains each source and how to request a change.
For a new website
Write down the approved name, aliases, identifiers, and relationships. Then mark which claims need support from someone other than the organization itself.
For an existing website
Compare important facts across your pages, public profiles, and independent sources. Decide whether you need to correct an identity record or find credible support for a claim.
Content strategy & quality
Publish pages a named editor can defend and maintain.
Does the page answer a real reader question and help someone act? Keep the scope manageable, explain how the subject works, support important claims, and show the decision or task. When AI assists, a person still owns the facts, judgment, and approval.
The content strategy and quality guide connects reader needs, content improvement, evidence, and editorial responsibility.
For a new website
Choose the reader questions that matter most. For each page, name the task it should help someone complete, the evidence it needs, and the person who will approve and maintain it.
For an existing website
Take one important page and try to complete its intended task. Add any missing explanation or example. Split the page only when its tasks need different procedures or evidence.
Measurement
Match each business question to evidence that can answer it.
Are you examining AI answers, website behavior, or whether AI influenced an outcome? A mention, citation, visit, and purchase come from different populations and records. A change in one does not explain a change in another.
The measurement guide routes you to prompt sampling, answer metrics, website analytics, GA4 referral reporting, or influence evaluation.
Measure each question separately
- Is the organization mentioned?
- Is a source cited?
- Are the facts accurate?
- Did someone visit your site?
Answer reviews and website visits require different records.
For a new website
Start with the decision you need to make and the population it concerns. Then create a repeatable prompt sample or configure the website measurement that can answer that question.
For an existing website
Save a baseline with its counting rules and test conditions. Use the same rules for the next measurement, report missing data, and do not present an observed change as proof of its cause.
AI answer auditing & correction
Turn a disputed AI claim into a documented correction case.
Which claim is wrong? What evidence proves it, and who can correct it? Save the answer first, verify the error and its consequence, then correct a source you control or request a review from the outside organization that can act.
The auditing and correction guide explains the case model and routes you from intake to a comparable recheck.
From a reported error to a checked outcome
- Preserve the answer
- Verify the disputed claim
- Correct the source or request a review
- Check the answer again
Keep the evidence, the assigned owner, and the follow-up date.
For a new website
Name a case owner before a problem appears. Decide where you will keep the original answer, supporting evidence, source changes, and follow-up checks. Review existing answers about the organization when they could create a meaningful risk.
For an existing website
Start with one saved answer and one disputed claim. Record a source correction, outside request, and later answer as separate events; do not treat one as proof of another. Assign someone to decide whether more follow-up is warranted.
Complete one useful task
Start with one question. Gather the evidence you need, make the smallest justified decision or change, and check what happened. Use the diagnostic playbook to investigate a specific problem or the resource index to find a complete guide, procedure, or working artifact.