A field guide to being findable

Search has a new vocabulary.

SEO, AEO and GEO describe overlapping ways to make useful information easier to discover, understand and use. Learn what each label means, where the evidence ends, and what to do on your own site.

No secret switches. No promised citations. Just sound foundations and clear explanations.

curiosity, indexed ask better questions
Professor PIP, a curious golden puppy surrounded by stars and equations
Professor PIP · Learn by asking
Three terms, one connected craft

What do the letters actually mean?

These labels describe different emphases, not three isolated systems. Start with a useful page that can be found and understood; then consider how it answers questions and supports synthesis.

01 / FOUNDATION

SEO

Search Engine Optimization

Help people and search engines find, crawl, index and understand helpful pages. Solid SEO includes accessible site structure, clear page purpose and content that serves real visitors.

Think: Is this page available to search, relevant to a real need and worth visiting?

Begin with the checklist
02 / ANSWER SHAPE

AEO

Answer Engine Optimization

A common industry practice label for making useful, direct answers easier to surface in answer-style experiences: featured answers, voice responses and conversational search.

Keep in mind: Google’s published guidance treats AEO as a third-party label, not as a separate Google program.

See Google's terminology note
03 / SYNTHESIS

GEO

Generative Engine Optimization

A newer practice label for improving whether useful pages can be discovered, understood and potentially cited by generative systems that synthesize answers from sources.

Keep in mind: Eligibility and clear writing do not guarantee a mention or citation.

Read the research caveat

Where they overlap: people-first information, sound technical access, clear page structure, trustworthy sourcing and a page that answers a genuine need support all three. The emphasis shifts; the fundamentals do not disappear.

A useful mental model

Different emphasis. Shared foundations.

Use the table to plan work, not to chase a label. Search products and generative systems change; no content format or tactic guarantees visibility.

LensSEOAEOGEO
Main question Can a search engine access, index and match this useful page? Does the page give a clear answer to a specific question? Can a generative system discover, interpret and potentially cite this source?
Useful work Internal links, crawlable pages, meaningful titles and helpful content. Question-led headings, concise answers with enough context, and clear definitions. Distinctive expertise, evidence, explicit entities and well-structured source material.
What it is not A promise of a particular position or traffic outcome. A special Google program or a requirement to write robotic snippets. A reliable lever that forces a model to mention, cite or keep citing a site.
How to assess Indexing status, organic queries, useful visits and task completion. Whether answers are accurate, complete and easy to scan; observe answer surfaces where relevant. Track relevant referrals and citations over time with a documented, repeatable method.

On a narrow screen, scroll within the comparison to read every column.

Google's baseline

Google says its AI features use the same foundational SEO best practices: a page must be indexed and eligible to show a snippet. It says there are no additional technical requirements or special AI-only optimizations needed. Quality SEO practices still matter for AI features. Read the current guidance.

Read a real homepage like an editor

A worked example: timothydevore.com

We can learn from public positioning without pretending to know private performance. First, separate what the homepage says from what an educational rewrite can demonstrate.

What the public homepage presents

Attributed public marketing copy · not an endorsement or affiliation

Observed copy
Homepage headline
“SEO Rents Traffic. GEO Owns the Answer.”
Displayed on timothydevore.com; public copy checked September 26, 2026.

The homepage also advertises services in:

  • GEO
  • Knowledge graphs
  • Technical retrofits
  • Audits and advisory
Fair reading: this is positioning language, not independently validated evidence of outcomes. Absolute contrasts such as “owns” can sound like a guarantee; a reader should look for definitions, scope, evidence and qualifications before treating them as factual promises. The technical walkthrough below uses public files only; it is not a private-code, security or full performance audit.

Now, try a more teachable version

Sample educational rewrites · not the site's actual claims

Sample 01 · clear positioning

Make your expertise easier to find in search and AI answers.

Combine technical SEO foundations with clear, well-sourced pages that explain what you do. Search engines and generative systems decide independently what to show or cite; visibility is never guaranteed.

Sample 02 · answer-first service description

What does a GEO engagement help a team do?

A GEO engagement can help a team review how clearly its pages explain services, expertise and supporting evidence. A practical scope might include content structure, entity clarity and technical access—without promising rankings, mentions or citations.

A point-in-time look at public files · September 26, 2026

Inside the technical build

This is a practical example to inspect—not proof of rankings or AI citations. The observations below come from the homepage response, its public robots.txt, sitemap.xml, structured data and linked assets. Private source code, analytics and Search Console data are not available here.

31URLs listed in the XML sitemap
43 KBHomepage HTML response body
719 KBJavaScript bundle response body
108 KBStylesheet response body
01 · CRAWL PATHS

Make important URLs discoverable

The public robots.txt allows the homepage and names several search and AI crawlers; it excludes /admin and /sales-pitch. The XML sitemap lists 31 URLs and is linked from the homepage.

Takeaway: clear crawl instructions and a sitemap help machines find pages. Robots rules are not access control and do not guarantee indexing, rankings or citations.

02 · PAGE IDENTITY

Give the page a clear search preview

The initial HTML contains a descriptive title and summary, a canonical URL, Open Graph and Twitter card metadata, and a visible main heading. These help identify the page and shape some search and social previews.

Useful detail: a meta keywords tag is also present, but Google says it does not use that tag for web ranking. More tags do not automatically mean better SEO.

03 · STRUCTURED DATA

Describe entities in a machine-readable graph

The homepage includes JSON-LD describing types such as WebSite, WebPage, Person, Organization, Service, FAQPage, BlogPosting and BreadcrumbList. A separate schema.jsonld file is also publicly available.

Quality check: structured data should match visible page content and stay current. It can help systems interpret a page, but it cannot force a rich result, ranking or AI answer.

04 · HTML & ASSETS

Put useful structure in the document

The raw HTML already contains the main headline and section headings before its bundled JavaScript runs. The page also links built JavaScript and CSS assets with fingerprinted filenames—a common way to version production files.

What we can conclude: the public page has meaningful HTML and bundled front-end assets. The filenames alone do not prove which framework or private hosting setup produced them.

A practical field exercise

Review one important page.

Enter a public page URL. Professor PIP checks its crawl rules and visible technical signals first; then use the manual checklist for the things a script cannot judge.

The scan checks robots.txt first, fetches only the page HTML, and does not save the URL or response on this site. Review progress stays in this browser.

Enter a full HTTP or HTTPS URL to begin.

Tip: a clear answer is useful only when the page earns it with accurate, sufficient explanation.

Questions worth asking

A few careful answers.

Search terminology moves quickly. These answers stick to what the cited guidance and research can support.

Are AEO and GEO official Google ranking factors?

Google’s published guidance refers to AEO and GEO as third-party labels for AI-search practices; it does not define them as standalone Google ranking programs. Google says standard SEO practices apply to its AI features and that there is no special AI-only optimization requirement.

Should I stop doing SEO and focus on GEO?

No. Crawlability, indexing eligibility, helpful content and clear technical foundations still matter. Google explicitly says its AI features rely on foundational SEO best practices. GEO is better treated as an additional lens on how useful source material is understood and potentially cited.

Does adding FAQs or schema guarantee an AI citation?

No. Clear question-and-answer content can help people navigate a page, and accurate structured data can describe content to machines. Neither guarantees that a system will select, quote or cite the page. Do not add markup that is not supported by visible content.

What did the GEO research actually test?

Aggarwal and colleagues introduced an early benchmark and methods for improving source visibility in generative-engine responses. It is valuable exploratory work, but results from a benchmark do not establish a universal production tactic or promise comparable outcomes across today’s systems, queries or industries.

How can I tell whether my work is helping?

First track things you can verify: indexing, relevant organic visits, referral sources and whether visitors complete a meaningful task. If you monitor AI citations, define a repeatable set of relevant questions, record dates and products, and expect results to vary. Avoid treating isolated observations as proof of a durable effect.

What makes an answer useful rather than merely short?

A useful answer addresses the question directly, names its scope, supports important claims and explains relevant exceptions. Concision can improve scanning, but removing context or evidence to create a quotable line can make an answer less trustworthy.

Keep learning from primary sources

References & further reading

Guidance and products evolve. Read the source itself, especially before making technical or commercial decisions.

Sources checked September 26, 2026. Snapshot date for this educational page; live guidance may change.