AEO Labs · AI search agency
The answer engine optimization agency for growth-stage brands
We get your brand cited in ChatGPT, Perplexity, and Gemini: the answer AI engines retrieve, trust, and recommend to buyers researching in AI.
The problem
Your buyers now start research inside AI tools, and if the models do not cite you, you are invisible at the exact moment of consideration.
Traditional SEO alone does not control how large language models retrieve, trust, and quote sources.
What we do
We audit how you appear across thousands of buyer prompts in the major answer engines and map exactly where the gaps are.
We produce answer-first content and structured data built for both search engines and LLM retrieval.
We run citation and digital PR campaigns that strengthen the third-party signals models rely on.
Deliverables
- AI visibility and search audit across your priority prompts
- Prompt and keyword map weighted by real buyer demand
- Answer-first content production with structured data
- Citation and digital PR campaign
- Monthly reporting on citation share across engines
How an AEO engagement runs
The work follows the same seven steps for every client. What changes is where the effort goes, because the audit decides that.
- 1. Build the real prompt set
We start from the questions your buyers ask AI, seeded from the questions your sales team hears on real deals. Then we expand across the buying journey: best in category, best for a use case, competitor alternatives, is this brand worth it. Most clients end up with 80 to 150 tracked prompts.
- 2. Baseline every prompt across engines
We run the full set through ChatGPT, Perplexity, Gemini and Google AI Overviews and log four things per prompt: whether you are cited, at what position, which competitors are cited, and the exact source URLs the engine pulled from. That last column drives everything after it.
- 3. Diagnose why you are not cited
It is almost always one of four causes. You are missing from the third-party sources the engine cites for your category. The engine is not sure what your brand is. Your content exists but is not in a form a model can retrieve and quote. Or AI crawlers are blocked at robots.txt or the CDN and nobody noticed.
- 4. Fix the site
We build or rework the pages models quote: direct-answer comparison pages, best-for-segment pages and clear definitional pages, each written so one passage can be lifted cleanly. We add Organization, Product and FAQ schema and make the brand description consistent across the site and your third-party profiles.
- 5. Fix what is off the site
Using the source list from the baseline, we go after the specific domains the engines already trust in your category: digital PR, contributed expert content, inclusion in third-party best-of roundups, and original data that other writers reference.
- 6. Weight the levers per engine
The engines retrieve differently. Google AI Overviews leans on what already ranks in classic search and on strong entity signals, so technical and on-site work counts most there. ChatGPT and Perplexity lean on retrieved third-party sources, so off-site presence counts most there.
- 7. Re-run and compound
We re-run the prompt set on a schedule, track citation share and position per engine, and put more into whatever moved.
Why most of the work happens off your website
We track client brands in AI engines every day. For a study we took 90 days of citations in three unrelated verticals and sorted the cited domains by type. The brand's own website was 2 to 6 percent of what the engines cited. Third-party editorial, community and reference sites made up 26 to 59 percent.
So an agency that only edits your own pages is working on a small slice of the answer. Our engagements put most of the effort where the citations come from, and the audit tells us which third-party sources those are for your category.
The method and tables are in our AI citation sources study, linked below.
Getting you onto the lists AI reads
The biggest single lever off your site is the best-of list. Ahrefs found that about 43.8 percent of the pages ChatGPT cites are listicles, and when we asked three engines to recommend agencies in our own category, the sources were mostly other companies' roundups.
So listicle placement is a standing part of every engagement. We map the lists the engines cite for your prompts, pitch the publishers, tell you where a placement is paid and what it costs, and publish fair comparison pages on your own site. Reddit and digital PR run beside it, because the engines read community threads and news coverage too.
Each of these has its own page: listicle placement, Reddit marketing, and digital PR and citation building, linked below.
What the first 30 days cover
Every engagement starts with a 30-day sprint scoped to your brand, market and goals. It ends with a baseline, a plan and the first fixes shipped. From there the work continues as a retainer, or your own team takes the plan forward.
- AI visibility audit and strategy
- Entity optimization and structured data
- Content production and prompt targeting
- An AI rank tracking dashboard for your prompt set
- Weekly reporting and strategy calls
How we report
Reporting is prompt-level. For each tracked prompt you see whether you were cited, where, who else was, and which sources the engine used, per engine and over time. Where a result can be shown publicly we capture it as an engine-hosted share link, so anyone can open the original answer on the engine's own domain and check it.
We also say what we cannot promise. AI answers are rebuilt on every query and the wording of a prompt changes the result. Nobody can guarantee a number one position, and an agency that does is selling something else.
Who we work with
Growth-stage brands with a real product and buyers who research before they purchase. Our client work covers DTC and ecommerce, B2B SaaS, healthcare, and multi-location services. If your category is one where buyers ask an AI assistant what to buy or which vendor to shortlist, this is the work.
If you are pre-product, or you need a guaranteed ranking by a fixed date, we are the wrong agency and will tell you so on the first call.
Client results
Non-branded organic traffic grew roughly 10x in a year and is still climbing
Citation share grew 5x across tracked AI search prompts in 7 months
Scaled organic revenue 12.5x. Still ChatGPT's #1 pick for "what is the best creatine gummy" a year after the engagement ended
$12.8k in revenue attributed to AI referrals across 71 orders, measured in the client's own GA4
Named by Gemini as its best dye-free pick for tanning face drops, with 10+ products ranking across AI search
23+ states ranked inside the first 60 days, and roughly 5x growth across the engagement since
Further reading
- AI citation sources study: where AI engines get their answers
- Answer engine optimization services: a buyer's guide
- The 10 best AEO agencies, compared (we are one of them)
- Best AEO agencies for ecommerce and DTC brands
- 6 answer engine optimization examples with verifiable results
- Listicle placement
- Reddit marketing for AI search
- Digital PR and citation building
- Technical SEO and AEO audit
- AEO for ecommerce and DTC
- AEO for B2B SaaS
- White-label AEO for agencies
- Verified AI answers naming our clients
Frequently asked questions
What is Answer Engine Optimization?
Answer Engine Optimization is the practice of getting your brand retrieved, trusted, and cited by AI answer engines like ChatGPT, Perplexity, and Gemini, so you appear when buyers research inside those tools.
How is AEO different from SEO?
SEO targets ranked links on a results page. AEO targets being the cited source inside an AI-generated answer. They overlap on content quality and authority, but AEO adds structured data, answer-first formatting, and citation building tuned for LLM retrieval.
How fast do results come?
You get audit findings up front. Measurable citation-share movement typically follows over the first several weeks as new content and trust signals are indexed.
What does an answer engine optimization agency actually do?
An AEO agency runs the full loop for you: it audits how AI engines answer your buyers' questions today, fixes retrievability and structured data, produces answer-first content, builds the third-party citations models trust, and reports your citation share against competitors every month. In our own tracking, a brand's own site is only 2 to 6 percent of the sources AI engines cite, so a serious agency spends most of its effort earning the off-site placements that decide the answer.
How do I choose between AEO agencies and consultants?
Ask three things: do they measure citation share across engines with real tracking data rather than screenshots, do they do citation and digital PR work or only on-site content, and can they show named case studies with numbers. Answer engine optimization services that only touch your own website ignore where most AI answers actually come from.
How much does an AEO agency cost?
We scope every engagement to the brand, so there is no fixed price list. Work starts with a 30-day sprint, and you get a quote for that sprint after a first call where we look at your category and where you stand. Across the agencies we compared, published prices run from about $3,000 a month to $10,000 a month and up, so compare proposals on deliverables and on how results will be measured.
Which AI engines do you cover?
We work across ChatGPT, Perplexity, Gemini and Google AI Overviews, and track the engines your buyers use. The engines retrieve differently, so we weight the work per engine: on-site and technical work matters most for AI Overviews, and third-party source presence matters most for ChatGPT and Perplexity.
Is an AEO agency the same as a GEO agency or an AI SEO agency?
Yes. Answer engine optimization, generative engine optimization and AI SEO are three names for the same job: getting a brand retrieved, cited and recommended inside AI-generated answers. Agencies pick different labels. Compare them on method, proof and measurement, and ignore the acronym.
Do you still do SEO?
Yes. Google AI Overviews draws heavily on what already ranks in classic search, and a site that engines cannot crawl or parse will not be cited anywhere. Technical SEO, content and structured data are part of every engagement. We treat SEO and AEO as one programme with two outputs.
How do you prove results?
Three ways. Prompt-level tracking shows citation share and position per engine over time. Engine-hosted share links let anyone open a live AI answer naming the client on the engine's own domain. And where the client's analytics allow it, we report AI-referred sessions and revenue from their own GA4.
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