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AI search · AEO agency and AEO consultant

AEO services that make your pages the source AI Overviews quote and ChatGPT names.

Andy Wang · founder, does the work on every accountB.S. Pharmacology, UC Santa Barbara · Pokémon, Disney, Mastercard, Mailchimp · About Andy →

AEO services turn a brand’s pages and public facts into the passage Google AI Overviews quotes, the source Perplexity links and the company ChatGPT names when a buyer asks for a shortlist. SERP Masters is an SEO agency that delivers AEO services for B2B, ecommerce, local and YMYL businesses, with founder Andy Wang doing the work on every account. Across its client portfolio, SERP Masters has recorded 15,332 AI citations, and client AI citations grew 80% year over year.

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Measured, per enginePortfolio
15,332AI citations
counted once
+80%client AI citations
year over year
5 of 6zero-citation
sites now cited
The audit, first deliverable
A fixed question panel, written before work starts
Each engine on its own line, never blended
Which competitor is cited instead of you
Which of your facts the engines get wrong
Gaps ranked by commercial value

Citation figures are de-duplicated across Ahrefs, DataForSEO and live renders. Ranking and citation outcomes cannot be projected with certainty.

15,332AI citations across the client portfolio
700+Google Business Profiles managed
$1M+Managed link building spend
PokémonDisneyMastercardMailchimpUS SoccerCloroxWynn Las VegasBigCommercePokémonDisneyMastercardMailchimpUS SoccerCloroxWynn Las VegasBigCommerce
Definition

What are AEO services?

AEO services are the commercial side of answer engine optimization: a paid engagement that decides which questions a brand should own, rewrites the pages that answer them and earns the outside confirmation engines check before quoting a source. AEO services sit inside SERP Masters AI search services, which group every piece of AI visibility work under one operator and one report.

Answer engine optimization itself is the practice of shaping content so an engine can lift it as a direct answer, and the guide to answer engine optimization explains it in full.

AEO services target answer surfaces. On Google those are featured snippets, People Also Ask, AI Overviews and AI Mode. Elsewhere they are the answers ChatGPT, Perplexity, Gemini, Copilot and Grok write, plus the one answer a voice assistant reads aloud. Each engine picks a handful of sources per answer, and AEO work makes the brand’s page one of them.

Who needs AEO services?

Six situations that usually trigger an AEO engagement.

01A competitor is named in the answer.ChatGPT or Perplexity lists the best providers in the category, and the brand is missing.
02An AI Overview sits above a money keyword.Google Search Console shows impressions holding while clicks fall.
03Engines state the wrong facts.An AI answer repeats an old price or a closed location because the brand’s facts disagree across its site and profiles.
04The category is YMYL.Health, legal and financial brands need reviewer credentials and author entities before engines quote them.
05The business depends on local calls.Gemini and ChatGPT local answers draw on Google Business Profile data and reviews, and SERP Masters has managed 700+ Google Business Profiles.
06An in-house team needs direction.Writers and developers want an AEO consultant to set the question map and review their work.
What is included

Eight deliverables, each one a file, page change or report line you can inspect.

Citation building and entity work sit inside the set, so brand facts get fixed on the site and confirmed off it in one engagement.

01Question inventoryBuyer questions from People Also Ask, Search Console, AI fan-out questions and sales calls. Each question gets one owning page, so two pages never compete for one answer. 02Answer capsulesA 40 to 100 word answer at the top of each owning page and under each question-led heading, with the entity named in the first sentence. 03Answer format rebuildsSections rebuilt into the format each question type calls for: capsule, table, numbered list, criteria list. 04Schema markupValidated JSON-LD for Organization, Person, Service, FAQPage, HowTo and Speakable, deployed at template level so new pages inherit it. 05Entity workAn entity home page, a connected @id graph and sameAs links to every profile that confirms the brand’s name, address, services and people. Conflicting facts get corrected at the source. 06Citation buildingA target list of the third-party sources engines already cite for the client’s questions, then outreach to earn accurate mentions. 07Crawler and index accessChecks that GPTBot, OAI-SearchBot, PerplexityBot, Googlebot and Bingbot can fetch and render owning pages. Copilot draws on Bing’s index, so Bing Webmaster Tools coverage is in scope. 08Per-engine citation reportA monthly score for each engine on the same question panel, with notes on which answers changed.
SERP Masters matches the answer format to the question type
Question typeAnswer format SERP Masters shipsExample buyer question
DefinitionOne-paragraph capsule, entity named firstWhat does an AEO consultant do?
ComparisonTable with named options and criteriaWhich schema types matter for a law firm?
ProcessNumbered list with one action per stepHow do I get my clinic into AI Overviews?
CostPrice placeholder plus the factors that move itHow much does AEO cost for a SaaS company?
RecommendationCriteria list plus third-party proofWho are the best AEO agencies for ecommerce?
LocalConsistent NAP, services and reviews across profilesWhich HVAC company near me is open on Sundays?
How SERP Masters runs AEO

Diagnose, Architect, Execute, Corroborate, Measure.

The same five steps every SERP Masters engagement runs, adapted here to answer ownership. Each step ends with an output the next step uses.

01Diagnose

SERP Masters runs the baseline on a fixed question panel, records which sources each engine cites instead of the brand and checks crawler access. The output is a per-engine baseline and a list of answers the brand should own.

02Architect

SERP Masters builds the question inventory, assigns owning pages, picks answer formats and designs the schema and entity graph.

03Execute

SERP Masters writes the capsules, rebuilds sections into tables and lists, ships the JSON-LD and fixes access problems. Pages Google already trusts get retrofitted first.

04Corroborate

SERP Masters earns mentions on the sources engines already cite and aligns every profile to the same brand facts. The same operator has managed more than $1M in client link-building spend, deployed and measured.

05Measure

SERP Masters re-runs the same panel, scores each engine separately and feeds the gaps into the next Diagnose cycle.

How SERP Masters measures AEO results

Citation-presence rate, per engine, on a panel that never changes.

For each engine, the percentage of buyer prompts in a fixed question panel whose answer cites the brand’s page or names the brand. The panel is written before work starts and stays the same between reports, so a rising rate reflects real change and never a softer set of questions. Every engine is scored on its own line, because a blended number can rise while one engine falls to zero.

Answer accuracyWhether each engine states the brand’s facts correctly: services, locations, prices.
Share of voiceHow often the brand appears in an answer compared with the competitors named alongside it.

Citation data from Ahrefs, DataForSEO, Keyword.com, Semscraper and live answer renders, de-duplicated. Clicks and branded demand from Google Search Console. Client rates are reported inside the engagement, never published as a forecast.

Evidence · zero-citation sites, client portfolio5 of 6sites with no AI citations a year earlier are cited today
Intervention · question inventory, answer capsules, schema, entity work and citation buildingResult · within a portfolio total of 15,332 de-duplicated AI citations; client AI citations +80% year over year
https://serpmasters.com/ai-citation-case-study/ →
Evidence · telehealth provider (YMYL health)1,100+Google AI Overview citations, plus 114 ChatGPT and 29 Perplexity citations
Baseline · topical authority close to zero in a category under Google’s strictest quality reviewIntervention · Speakable, MedicalWebPage and Author schema with verified credentials, professionally reviewed condition content, health-authoritative links
Read the telehealth case →

An ecommerce store earned AI Overview citations for commercial queries after FAQ schema on product pages and Speakable schema on category pages (ecommerce AI search case). More results sit on the SERP Masters case studies page. Clients stay anonymized until they consent.

What do AEO services cost?

Quoted after the baseline, on month-to-month terms.

The AI Visibility Audit comes first. SERP Masters quotes after the baseline, so the price tracks the measured gap on each engine. Six factors set the monthly figure.

Questions in the inventoryMulti-product companies need a panel per product line.
Owning pages to retrofitEach one needs a capsule, a format rebuild and schema.
Template accessTemplate-level schema costs less than page-by-page markup.
Entity cleanupConflicting facts across many profiles and locations take longer to fix.
Citation building targetsTrade publications and industry lists take outreach time; some review platforms charge for listings.
YMYL reviewHealth, legal and financial content needs credentialed review.
AEO agency or AEO consultant

Which engagement fits? Andy Wang is the operator in both.

The split depends on who executes each deliverable. Teams can switch models without changing who reads the data.

AEO workEnterprise engagementConsultant engagement
Question inventory and page ownership mapSERP Masters builds itSERP Masters builds it
Answer capsules and format rebuildsSERP Masters writes themClient writers draft, Andy Wang reviews
Schema and entity graphSERP Masters ships the JSON-LDClient developers ship to SERP Masters specs
Citation buildingSERP Masters runs outreachSERP Masters supplies the target list, client team runs outreach
Per-engine reportSERP Masters produces and explains itSERP Masters produces it and reviews it with the team
Andy Wang, SEO consultant and founder of SERP Masters
Who does the work

Andy Wang, founder of SERP Masters.

Andy Wang holds a B.S. in Pharmacology from UC Santa Barbara and has run SEO work for Pokémon, Disney, Mastercard, Mailchimp, US Soccer, Clorox, Wynn Las Vegas and BigCommerce. On an AEO engagement he writes the question inventory, the capsules and the per-engine report himself.

Related case studies AI citations, portfolio15,332 Telehealth AEO and SEO1,100+ Ecommerce AI searchAIO cited Every count on this page links to the page that proves it.
How to choose an AEO agency

Six things to request from any provider, this one included.

01A sample question inventory, with each question assigned to a single page.
02One before-and-after answer capsule from a live client page.
03The method for correcting wrong facts that an engine repeats about a brand.
04The third-party sources the agency would target for citation building, and how each mention is earned.
05Proof that Bing indexing and AI crawler access are part of the audit.
06A sample report that separates AEO results from organic rankings and shows each engine on its own line.

Some offers deserve caution. FAQ schema on every page with no visible answer does little, since engines quote visible text. Daily AI-written posts dilute brand facts and invite spam-policy trouble. A promised ChatGPT placement describes something no engine sells.

From a SERP Masters client
“What I value most is that Andy tells me the truth even when it’s not what I want to hear. Across the entire engagement I never once felt managed or spun. That’s rare in this business, rarer than it should be.”
A SERP Masters client, quoted with consent
AEO services FAQ

Answered the way an engine would extract it.

Each answer opens with the answer. The FAQPage schema is generated from these fields and nothing else.

01What does an AEO agency do?

An AEO agency makes a brand’s pages the source engines quote when they answer a buyer’s question. SERP Masters, as an AEO agency, delivers a question inventory, answer capsules, schema markup, entity work, citation building, crawler access and a per-engine citation report. The work targets featured snippets, AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, Copilot, Grok and voice assistants.

02Is AEO worth it?

AEO is worth it when your buyers ask an engine for a shortlist before contacting a vendor. SERP Masters measures the value in AI-referred visits, branded search and leads. Across its client portfolio, 5 of 6 sites with zero AI citations a year earlier are cited today, and your own baseline comes before any budget.

03Which pages should an AEO engagement fix first?

Fix the pages that already rank for buyer questions but lose the answer to a competitor or directory. Google already trusts those pages, so a clearer answer under the right heading is the smallest change to test. SERP Masters orders them by commercial value, then moves to pages that need new sections.

04Should I hire an AEO agency or use an AEO tool?

Use a tool if you already have writers, developers and outreach; hire an agency if you need the pages changed. AEO tools track where a brand appears in AI answers. An AEO agency changes the pages, schema and third-party mentions behind those answers. SERP Masters runs tracking tools in its reporting and adds the implementation.

05Can AEO work on my existing website without a rebuild?

Yes, AEO works on an existing website in most cases. SERP Masters retrofits answer capsules into current pages, rebuilds sections into tables and lists, and deploys JSON-LD through the existing CMS templates. A rebuild comes up only when crawlers cannot read the content, such as text loaded by client-side JavaScript that AI crawlers skip.

06Does FAQ schema still matter for AEO?

FAQ schema still helps engines parse questions and answers, though Google shows FAQ rich results for very few sites. It matters only when every answer is visible and stands on its own. SERP Masters pairs FAQPage markup with Service, Organization and Speakable schema and treats the visible answer text as the part engines quote.

Where AEO services end and GEO services begin

AEO services and GEO services overlap on the same pages, and the split comes down to the shape of the answer. AEO work targets the single extracted answer: the snippet, the quoted passage, the one recommendation a voice assistant reads aloud. Generative engine optimization targets longer synthesized responses that blend several sources and choose which to cite. Most SERP Masters clients start with AEO because the answer capsules and entity fixes it produces are the raw material GEO relies on.

GEO servicesAEO vs SEO, compared →
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Get an AI Visibility Audit

See the baseline before any work is quoted: where competitors are cited instead of you, and which facts the engines get wrong.

The audit is the first deliverable of every SERP Masters AEO engagement. A fixed question panel, each engine on its own line, gaps ranked by commercial value.

Request the AI Visibility Audit