Entity SEO, structured data, and claim-density content engineered to get you cited by ChatGPT, Claude, Perplexity, and Gemini — across the queries that actually drive revenue.
SEO ranks pages. AEO ranks claims. The shift isn't about content length — it's about being the verifiable, structured source the model trusts enough to cite by name.
Classic SEO
Rank for the keyword.
A page wins by being the most relevant blue link for a query. The user clicks, you get the traffic, the funnel begins.
Wins onTopic relevance + authority
OutputArticle ranks #1–3 in SERP
Measured byPosition, traffic, click-share
Answer Engine Optimization
Be the cited source.
A brand wins by being the verifiable, structured, claim-dense source the LLM quotes by name in its answer. Click or no click, the brand is established.
Wins onEntity strength + claim density
OutputBrand cited as source [1] in the answer
Measured byCitation share · brand-of-record
The buyer journey now starts in an answer panel, not a SERP. Brands cited there compound.
02 · What we ship
Durable assets. Owned. Indexable. Quotable.
Not "AEO advice." A set of structured, durable assets that make your brand the cited source on the queries that drive revenue.
01
Entity foundation.
Knowledge-graph node, organization schema, sameAs linking to Wikidata + Wikipedia + Crunchbase + LinkedIn. The "are-you-real" check every LLM runs before it cites you.
Org schema
sameAs graph
Wikidata
Wikipedia
Crunchbase
Disambiguation
02
Schema deployment.
FAQPage, HowTo, Article, Product, Organization, BreadcrumbList — JSON-LD wired into every template, validated automatically.
03
Claim-density content.
Factual, quotable copy with named entities, dated claims, and source citations. Engineered to be the kind of paragraph an LLM lifts whole.
04
Wikipedia & Wikidata.
The citation source-of-record for every major LLM. We help you earn a defensible Wikidata entry and (where eligible) a notable Wikipedia presence.
05
AI citation tracker.
Daily probes across the four major engines, your top commercial queries, and the regions you sell into. You see exactly when, where, and how your brand is cited — or isn't.
06
Cross-web authority.
Mentions on the sites the LLMs scrape — G2, Capterra, Reddit, Stack, dev community sources. Earned, not bought.
07
Comparison & alternative pages.
"X vs Y" and "Best [category] alternatives" pages built for the queries LLMs use to compare options — owned, ranked, citation-ready.
08
AEO performance dashboard.
Citation share by engine, query, region. Brand-of-record tracking. You watch your category rank shift in real time.
03 · How we ship AEO
First citations in week 6. Compounding by month 5.
A senior-led, AI-augmented engagement model that builds the entity foundations LLMs trust — then earns the citations that compound.
Week 101
Citation audit.
Probe 200+ commercial queries across 4 engines. Map where you appear, where you don't, and where competitors own the answer.
Week 202
Entity strategy.
Knowledge-graph design, schema architecture, claim-density framework, content prioritization, and a 90-day citation roadmap you sign off on.
Weeks 3–803
Deploy.
Schema goes live across templates. Wikidata entry shipped. Comparison pages built. Citation crawler watching your queries every day.
Month 5+04
Compound.
Citation share grows month over month. New queries unlocked. The entity strengthens. Every model retrain bakes in your status as the source.
04 · Stack
The tools that actually move the needle.
Validation, structured-data deployment, citation tracking, and a custom crawler that pings the four major engines daily.
Fixed scope, fixed timeline, clear fee — usually 90 days from kickoff to first measurable citations. Flat project fee for a defined deliverable, or a rolling engagement with a performance bonus tied to citation-share growth on the queries you care about.
Honest answers from senior operators. No "AI SEO" hype-speak.
01How is AEO actually different from SEO?
SEO ranks pages. AEO ranks claims. SEO wants you to be the most relevant link for a query. AEO wants you to be the verifiable source the LLM names in its answer. Different output, different optimization.
02Can you really get me cited by ChatGPT?
Yes — for queries where you have a defensible claim. We can't manufacture authority you haven't earned. We can engineer the entity, schema, and content patterns that make the model trust you when the claim is real. The work pays off in months, not weeks — but once you're cited, you're embedded in every retraining cycle.
03How long until citations actually appear?
First citations: week 6–8 (after schema + entity foundations are live). Measurable citation-share lift: 3–5 months. Compounding from month 5 onward. Anyone selling faster is selling something else.
04Does AEO drive traffic — or just brand mentions?
Both, increasingly. Perplexity sends real referral traffic. ChatGPT links out on commercial queries. Google's AI Overviews drive click-through. But the bigger value is being established as the category answer — that compounds across every buyer journey, including ones you can't measure directly.
05Why does Wikipedia keep coming up?
Because LLMs are heavily trained on it and use it as a citation source-of-record. A defensible Wikidata entry + (where eligible) a notable Wikipedia presence is one of the most leveraged moves in AEO. We help you earn both — properly, within the rules.
06How do you measure AEO success?
Three metrics: (1) citation share per query/category — what % of times the LLM names you in its answer. (2) brand-of-record — for top commercial queries, are you the default citation? (3) referral traffic + branded search lift — the downstream demand signal.