AEO Grader: How to Score Your AI Search Visibility
An AEO grader scores a business's readiness to be cited by AI platforms like ChatGPT, Perplexity, and Google AI Mode.TAE's 5-dimension framework evaluates citation presence, schema markup depth, FAQ coverage, E-E-A-T signals, and AI answer format compliance. Each dimension scores 0-4, producing a total of 0-20. Most local businesses score under 8. A score of 14 or above correlates with consistent AI citation across at least two major platforms.
Most businesses scoring below 8 on the AEO grader have one problem in common: they have never structured their content for AI extraction. Their website answers questions implicitly, in prose, buried in paragraphs. AI platforms need explicit structure: a direct answer in the first sentence, a question-formatted H3, schema that labels the content type. The fixes are mechanical. The gap is real.
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What is an AEO grader and why does it matter?
An AEO grader measures how well a business's digital presence is configured to earn citations from AI-powered answer engines. The category includes ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, and Gemini. Each of these platforms synthesizes answers from indexed content. Whether your business appears in those answers depends on structural signals in your content, not on ad spend or follower count.
The term AEO (Answer Engine Optimization) originated in the SEO community around 2017 as a descriptor for optimizing featured snippets and voice search. In 2026, it has a sharper and more measurable definition: the practice of structuring content so AI reasoning models can extract, attribute, and cite it when responding to user queries in your market. Aggarwal et al. (KDD 2024) demonstrated that nine specific optimization tactics could boost source visibility by up to 40% in generative engine responses. Those tactics map directly to the five dimensions in this framework. Your first step: free AERO Blind Spot Scan.
The reason a grader matters is because AI citation is not random. Averi's 2026 citation index, built on 680 million individual citations across ChatGPT, Google AI Overviews, Perplexity, Gemini, and Claude, found that only 11% of domains appear in responses from both ChatGPT and Perplexity. That fragmentation means most businesses are invisible on at least one platform. A grader makes the gap measurable and the fix sequence clear.
Current grader tools on the market query AI platforms with your brand name and return sentiment and recognition scores. Those tools are useful for brand-level tracking. The TAE framework below measures something different: your structural readiness to be cited on market queries ("best HVAC company in Dallas," "who does slab leak repair in Austin") rather than on branded queries where AI platforms already know you exist. Claim your free call before your market fills.
TAE's AERO scan runs live queries across ChatGPT, Perplexity, and Google AI Mode, measures your actual citation rate against competitors, and delivers a 10-point score with a prioritized fix list.
Get Your Free AERO Scan →The TAE 5-Dimension AEO Grader
The framework below scores any business's AEO across five dimensions. Each dimension scores 0 to 4. The total score runs from 0 to 20. Score each dimension honestly. A score of 4 means the dimension is fully implemented. A score of 0 means it is entirely absent. Partial credit is explicit in each scoring guide. Reach out: support@theanswerengine.ai.
| Dimension | What to Check | Score 0-4 | Why It Matters |
|---|---|---|---|
| Citation Presence | Run 15 market queries across ChatGPT, Perplexity, Google AI Mode. Count responses where your business is cited or named. | 0 = zero citations / 1 = 1-2 platforms, rare / 2 = 1 platform, consistent / 3 = 2 platforms, consistent / 4 = 3 platforms, consistent | Baseline reality check. You either appear or you do not. All other dimensions exist to move this number. |
| Schema Markup Depth | Use Google Rich Results Test. Check for LocalBusiness (or subtype), Article/BlogPosting, FAQPage, Review/AggregateRating, HowTo. | 0 = no schema / 1 = LocalBusiness only / 2 = LocalBusiness + 1 content type / 3 = 3-4 types present / 4 = 5+ types, all valid | Schema is the signal AI systems use to classify and attribute your content. No schema means no classification. |
| FAQ Coverage | Count FAQPage schema blocks on your site. Check answer length (target 40-80 words). Verify questions match real user language. | 0 = no FAQ schema / 1 = 1-2 FAQ pages, generic / 2 = 3-5 pages, real queries / 3 = 6-10 pages, 40-80 word answers / 4 = 10+ pages, market-query-matched | FAQPage schema has the highest citation potential of any structured data type. AI pulls FAQ blocks directly into answers. |
| E-E-A-T Signals | Check for named author bylines with credentials, license numbers on service pages, third-party citations (press, associations, reviews), and professional body memberships. | 0 = no signals / 1 = name and title only / 2 = credentials + one third-party citation / 3 = credentials + license + 2-3 third-party sources / 4 = full profile, verified license, multiple co-citations | AI systems cite sources they can verify. Anonymous or unattributed content is low-trust. E-E-A-T signals are verifiability infrastructure. |
| AI Answer Format | Review pages for direct-answer first sentences, self-contained H3 sections under 200 words, numbered lists for processes, and standalone paragraphs that can be quoted verbatim. | 0 = all prose, no structure / 1 = some headers, no answer-first / 2 = headers + occasional direct answers / 3 = most sections answer-first, H3 chunks under 200 words / 4 = all pages structured for AI extraction | Content formatted for direct extraction is cited at materially higher rates than prose-heavy pages covering the same topics. |
Work through each row. Assign a score of 0 to 4 for each dimension. Sum the five scores. Your total is your AEO grade out of 20. Below 8 means you are structurally invisible to AI platforms. Between 8 and 13 means you appear occasionally. 14 and above means you are in the citation pool on most platforms. 18 to 20 means you are a consistent citation target across all major AI systems.
Citation Presence (0-4)
Citation presence is the only dimension that measures actual output rather than inputs. You are either appearing in AI responses on your market queries or you are not. The other four dimensions explain why you are or are not, and what to fix. This one tells you where you stand today. Call us at (213) 444-2229 today.
How to run the citation check
Build a prompt library of 15 queries that represent what your ideal clients would ask AI assistants. For a property management company in Long Beach, that includes queries like "best property management company in Long Beach," "who manages rental properties in Long Beach CA," and "property manager for single-family homes in Long Beach." Run each query across ChatGPT (GPT-4o), Perplexity (default mode), and Google AI Mode. Log every response. A citation counts when your business name or website URL appears in the response text, not just in a sidebar link.
Your business name or content appears in responses on at least two of the three platforms on more than half of the relevant market queries you tested. This is the target state. Lock in your exclusive territory now.
You appear consistently on one platform but are absent on the others. Common in businesses with strong Yelp or Google Business presence (Perplexity-indexed) but no structured on-site content (ChatGPT-invisible).
No mention across any platform on market queries. The most common state for local service businesses. This is where the other four dimensions have the most immediate impact. Get your free AI readiness report.
Authoritytech.io's 2026 engine audit found that ChatGPT and Perplexity share only 11% of their cited domains. A business that appears on one platform has no guarantee of appearing on the other. Cross-platform citation requires cross-platform optimization, not a single pass.
The AERO scan runs 20 market-relevant queries across four AI platforms and returns your citation rate versus your top three competitors. Free, no commitment. Ready to act? Book a free strategy session.
Run My Free AERO Scan →Schema Markup Depth (0-4)
Schema markup is machine-readable metadata that tells AI systems what type of content they are reading, who created it, and what entity it describes. Without schema, an AI platform has to infer all of this from context. With schema, the classification is explicit, the author is named, and the business entity is defined. The Schema Classification Effect: AI platforms cite content at higher rates when its type, author, and entity are explicitly declared via structured data, because classification reduces inference uncertainty and increases attribution confidence (OtterlyAI schema experiment, 2026). AI systems cite sources they can classify. Unclassified content is lower priority.
OtterlyAI's 2026 schema experiment found that adding structured data produced substantial and consistent increases in Google AI Mode citation visibility. The effect was platform-specific: Google AI Mode and AI Overviews responded most directly to schema signals. ChatGPT and Perplexity responded more to content depth and FAQ structure. A full AEO schema stack targets both signal types. Drop us a line at support@theanswerengine.ai.
The five schema types that move AI citation
| Schema Type | What It Signals to AI | Priority |
|---|---|---|
| LocalBusiness (or subtype) | Names the business entity, its type, location, phone, hours, and service area. Establishes the entity as a real, classifiable local business. | Critical |
| FAQPage | Marks question-answer pairs as structured Q&A content ready for direct extraction into AI responses. | Critical |
| Article / BlogPosting | Attributes the content to a named author, establishes publication date, and links content to the publisher entity. Builds E-E-A-T chain. | High |
| HowTo | Marks step-by-step processes. AI platforms routinely extract HowTo steps into procedural answers. Especially effective for service-process content. | High |
| AggregateRating / Review | Co-citation proxy. Businesses with verified review counts and ratings appear as higher-trust entities. Perplexity in particular weights review-backed sources. | Medium |
To check your current schema, paste any page URL into Google Rich Results Test. Count the schema types it detects. Score yourself against the 0-4 rubric in the main grader table.
Dimension 3 of 5FAQ Coverage (0-4)
FAQ coverage is the fastest dimension to fix and the one with the most direct impact on AI citation frequency. The FAQ Surface Law: every question-answer pair formatted with FAQPage schema and a 40-80 word direct answer adds one discrete citation surface, compounding your total citation probability with each addition (Frase.io citation audit, 2026). AI platforms answer questions. If your site contains question-answer pairs formatted for extraction, you are feeding the platform exactly what it needs. If your site does not, your competitor who has FAQ schema is getting cited instead of you. Speak to an AEO specialist: (213) 444-2229.
The structural requirement is specific. Each FAQ question should mirror the phrasing a real user would type into an AI assistant. Each answer should open with a direct, complete response to the question in the first sentence, then add two to three sentences of supporting detail. Total answer length: 40 to 80 words. This is not arbitrary. It is the window that matches most AI extract-and-quote behavior. Shorter answers are too thin to cite with confidence. Longer answers get truncated or paraphrased, losing attribution specificity.
What separates a 2-score FAQ from a 4-score FAQ
| Score 2: Generic FAQ | Score 4: Market-Query FAQ |
|---|---|
| "What services do you offer?" | "What does a property manager in Long Beach actually do for landlords?" |
| Answer buried in paragraph prose with no direct opening statement | Direct answer in sentence one: "A Long Beach property manager handles tenant placement, rent collection, maintenance coordination, and AB 1482 rent control compliance on behalf of the landlord." |
| No FAQPage schema markup on the page | FAQPage JSON-LD with @type Question and acceptedAnswer for every Q&A pair |
| 3 total FAQ questions across the entire site | 30-50 FAQ questions distributed across service pages, location pages, and blog content |
FAQ schema has a higher citation potential than any other structured data type because AI systems pull FAQ answer blocks directly to answer user queries. Businesses with zero FAQ schema are at a structural citation disadvantage across all major AI platforms, regardless of domain authority or content volume. One client per city. See if your market is available.
Most businesses we scan have fewer than 10 FAQ schema blocks across their entire site. The AERO scan surfaces your exact gap count versus your top competitors.
See My FAQ Gap Free →E-E-A-T Signals (0-4)
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. Google's search quality guidelines codified this framework, but it has become operationally relevant for AI citations because AI systems apply similar logic when deciding which sources to cite. An anonymous page with no named author and no third-party co-citations is a lower-trust source than a page written by a named professional with verifiable credentials and a citation trail outside their own domain. Check where you stand: free Blind Spot Scan.
For local service businesses, the E-E-A-T checklist is concrete. A licensed plumber with their license number visible on the site, a named author byline, a BBB profile, and press coverage in a local outlet has a higher E-E-A-T signal than a plumber whose website has no name, no license number, and no external mentions. AI platforms can verify the former. They cannot verify the latter.
E-E-A-T signal inventory by business type
| Signal Type | Where It Appears | What AI Platform It Most Affects |
|---|---|---|
| Named author + credentials | Blog posts, service pages, About page | ChatGPT, Claude (content attribution) |
| License or certification number | Homepage footer, service pages, contact page | Google AI Mode (entity verification) |
| Google Business Profile reviews | GBP listing, schema AggregateRating | Perplexity, Google AI Mode |
| Third-party press or directory citations | External sites linking to your domain | Perplexity (heavy web-crawl sourcing) |
| Association memberships | Footer badges, About page, schema sameAs | ChatGPT, Gemini (entity trust graph) |
E-E-A-T signals are not optional for any business operating in a regulated or licensed profession. Real estate, legal, medical, HVAC, plumbing, electrical, and financial services businesses that do not surface their credentials on-page are actively suppressing their own AI citation potential. The sameAs field in a LocalBusiness or Person schema block links your entity to verified external profiles. One line of JSON-LD. Measurable trust signal. Schedule a free 30-min call.
AI Answer Format Compliance (0-4)
AI platforms do not read pages the way humans do. They extract chunks. A chunk is a self-contained unit of information, typically 50 to 200 tokens, that answers a specific question or describes a specific concept without requiring context from surrounding text. Pages built as continuous prose are harder to extract from. Pages built as structured chunks, each opening with a direct answer, are materially easier for AI systems to use as citation sources.
The Chunk Ceiling: passages over 300 words trigger a 31% attention degradation in RAG retrievers; splitting them into bounded self-contained units under 180 words restores full extraction accuracy and restores citation eligibility (GEO-SFE, 2026). Zhang et al. (2026) documented that content formatted for direct extraction is cited at measurably higher rates than prose-heavy pages covering identical topics. The mechanism is not mysterious: AI models run retrieval against indexed content, score candidate passages by relevance, and select the highest-scoring passage for inclusion. A 150-word self-contained answer beats a 1,500-word essay that contains the same answer somewhere in paragraph seven. Email support@theanswerengine.ai for a custom strategy.
The four structural patterns that increase AI extractability
Every H3 section and FAQ answer opens with the direct answer in the first sentence. No warmup. No "great question." The answer comes first, the explanation follows.
- H3 heading states the question or subtopic explicitly
- First sentence delivers the answer, not the context
- Section is under 180 words and self-contained
- No pronouns in first sentence that require external context
Any content describing a process, checklist, or sequential action should use a numbered list, not prose. AI systems extract numbered lists reliably and include them verbatim in procedural answers. Questions? Call (213) 444-2229.
- Step-by-step processes use ordered lists, not run-on sentences
- Each step is one action, 10 to 25 words
- HowTo schema wraps the list for AI classification
- List is self-contained without reading surrounding context
Each H3 section covers one topic completely. A reader who only reads that section should have a complete answer. No cliffhangers. No "as mentioned above." No references to content that comes later.
- Section opens with answer, not background
- All relevant context is within the section
- Section length: 80 to 200 words
- Section could stand alone as a citation source
AI platforms regularly extract table content into comparative answers. A table comparing two options, pricing tiers, or service features gives AI a structured, attribution-ready artifact that is difficult to misrepresent in a citation. Secure your territory before a competitor does.
- Table headers are explicit and descriptive
- Cell content is factual and specific, not vague
- Table has a clear title or preceding H3 that names what is being compared
- Data sources are named in or below the table
TAE's content team restructures existing pages for AI extractability in a single sprint. The AERO scan identifies exactly which pages need it most.
Get My Free AERO Scan →How to Interpret Your AEO Score
Add your scores across the five dimensions. Your total is your AEO grade out of 20. Here is what each range means and which fix sequence is most efficient for each range. See your AI visibility score — free.
Critical Gap
0-7 Book your free consultation here.
AI platforms have no reliable basis to cite you. Start with FAQ schema and LocalBusiness schema. These two fixes alone can move you from 0 to 5 in under 30 days.
Emerging Presence Contact us at support@theanswerengine.ai.
8-13
Structural foundation exists but is incomplete. You appear on one platform or in some query categories. Fix the lowest-scoring dimension first. 60-90 days to consistent single-platform citation. Reach us at (213) 444-2229.
Competitive
14-17 We work with one business per market. Check if yours is still open.
You are in the citation pool. Competitors at this level or above are your actual competition. The gap between 14 and 18 is usually content depth and FAQ volume, not structural.
Market Leader Find your gaps with a free AERO scan.
18-20
Consistent citation presence across all major AI platforms. Defensive posture: publish new FAQ content on a fixed cadence, monitor competitor schema additions, and expand into adjacent query categories. Schedule a free call to see where you stand.
Fix sequence by score range
| Score Range | First Fix | Second Fix | Third Fix |
|---|---|---|---|
| 0-7 | Add LocalBusiness schema with license, phone, hours, and areaServed | Add FAQPage schema to homepage and top 3 service pages (5 Q&As each) | Restructure top 2-3 pages for answer-first H3 format |
| 8-13 | Expand FAQ library to 30+ questions across site | Add Article schema with named author and credentials to all blog content | Add HowTo schema to process-based service pages |
| 14-17 | Add AggregateRating schema and grow review count | Expand into adjacent query categories with new FAQ and article content | Add sameAs links to verified third-party profiles in schema |
| 18-20 | Maintain monthly FAQ content cadence | Monitor competitor schema changes quarterly | Track citation rate by platform and query category |
AEO Grader vs. AERO Scan: What is the Difference?
The AEO grader in this article is a manual structural audit. You score yourself based on what you can observe on your site right now: schema presence, FAQ count, content format, E-E-A-T signals. It tells you what your infrastructure looks like. It does not tell you how that infrastructure performs against your specific competitors on your specific market queries.
TAE's AERO scan is the live competitive read. It runs 20 market-relevant queries across ChatGPT, Perplexity, Google AI Mode, and Claude. It logs every response. It counts every citation. It scores your business against your top three competitors on a 10-point scale. The AERO scan answers a different question: not "is my content structured for AI" but "is my content actually being cited on the queries that generate leads for my business." Send your questions to support@theanswerengine.ai.
| Dimension | Manual AEO Grader (this article) | AERO Scan (TAE) |
|---|---|---|
| What it measures | Structural readiness signals (schema, FAQ, format, E-E-A-T) | Live citation rate on market queries vs. competitors |
| How you score | 0-20 across 5 dimensions, scored manually | 0-10 based on actual citation frequency, TAE-measured |
| Time to complete | 30-45 minutes | TAE runs it, delivers results in 24-48 hours |
| Competitor view | None | Your citation rate vs. top 3 competitors, by platform |
| Fix prioritization | Based on lowest scoring dimension | Based on which competitor is outranking you and why |
| Cost | Free (your time) | Free (we absorb the scan cost as a lead-gen tool) |
The two tools are complementary. Run the manual AEO grader to understand your structural baseline. Then request the free AERO scan to see how that structural baseline translates into actual citation performance on queries that matter to your revenue.
You have your AEO grade. Now see your AERO score. The AERO scan is free. It takes 24-48 hours and returns a competitor citation comparison, your current citation rate by platform, and a ranked fix list. Call (213) 444-2229 for a free consultation.
Request My Free AERO Scan →AEO Grader Cheat Sheet
| If Your Score Is... | It Means... | Your Next Action Is... |
|---|---|---|
| 0 on Citation Presence | You do not appear in AI responses on any market query | Fix schema and FAQ first; re-run citation check in 60 days |
| 0 on Schema | AI platforms cannot classify your entity or content type | Add LocalBusiness + FAQPage JSON-LD immediately |
| 0-1 on FAQ Coverage | Your site answers questions in prose, not in AI-extractable Q&A format | Write 5 FAQs per service page, answer-first, 40-80 words each |
| 0-1 on E-E-A-T | AI platforms cannot verify who wrote your content or verify your credentials | Add named author byline, license number, sameAs schema links |
| 0-1 on AI Format | Your content is structured for human readers, not for AI extraction | Restructure top pages: answer-first H3s, chunked sections under 200 words |
| Total under 8 | Critical structural gap; competitors with any AEO investment are outpacing you | Get your free AERO scan to see the competitive gap in live citations |
| Total 14-20 | You are in the citation pool; growth is content volume and query coverage | Expand FAQ library monthly; add HowTo schema to process pages |
Justin Borges founded The Answer Engine in 2026 after 13+ years in real estate, $200M+ in production, and discovering that AI search rankings now decide who gets cited as the answer. He builds content that compounds citation surface across Google AI Overviews, ChatGPT, Claude, Perplexity, and Gemini.
Ready to Win in AI Search?
Join the businesses that are already getting cited by ChatGPT, Claude, and Google AI. The first step is understanding where you stand today. Claim your market territory — one client per area.
Claim Your Free Report →Frequently Asked Questions
What is an AEO grader and what does it measure?
An AEO grader is a scoring system that evaluates how well a business is positioned to be cited by AI platforms like ChatGPT, Perplexity, and Google AI Mode. TAE's 5-dimension framework scores citation presence, schema markup depth, FAQ coverage, E-E-A-T signals, and AI answer format compliance, producing a total score from 0 to 20.
What is a good AEO score on the TAE 0-20 scale?
On the TAE 0-20 AEO grader scale: 0-7 is a critical gap (AI platforms have no reliable basis to cite you), 8-13 is emerging presence (structural fixes will yield measurable citation gains within 90 days), 14-17 is competitive (you appear on some queries but miss others), and 18-20 is market-leader territory (consistent citation presence across platforms). Run your free AI Blind Spot Scan.
How do I check if my business is being cited by ChatGPT or Perplexity?
Run a fixed prompt library of 15 to 20 queries representing what your ideal clients would ask AI assistants. For a plumber in Austin, that means queries like "best plumber in Austin" and "who fixes slab leaks in Austin TX." Log every response and note whether your business name, website, or content appears. Do this across ChatGPT, Perplexity, and Google AI Mode to get a cross-platform citation rate.
Does FAQ schema actually help AI platforms cite my business?
Yes. FAQPage schema has the highest citation potential of any structured data type. AI systems pull FAQ answer blocks directly into responses because they are pre-formatted as questions paired with complete, self-contained answers. Each FAQ answer should be 40 to 80 words, long enough to be substantive and short enough to be quoted verbatim. Businesses with zero FAQ schema have a measurable citation disadvantage across all major AI platforms. Book a free 30-minute strategy call.
What is the difference between an AEO score and an AERO score?
An AEO score measures how well your content infrastructure supports AI citation (structural readiness). An AERO scan goes further: it runs live queries across ChatGPT, Perplexity, Google AI Mode, and Claude, measures your actual citation rate against competitors on your specific market queries, and scores you on a 10-point scale. The AEO grader in this article is a manual pre-audit. The AERO scan is the live competitive read.
How long does it take to move from a low AEO score to consistent AI citations?
Businesses that start at 0 to 7 on the AEO grader and implement all five dimensions systematically typically see measurable citation gains within 60 to 90 days. The fastest wins come from adding FAQ schema and structured content. Schema markup alone can lift Google AI Mode visibility substantially within 30 days. Citation presence on ChatGPT and Perplexity takes longer because those models rely on indexed content depth. Email support@theanswerengine.ai to get started.
Continue ReadingRelated AEO Resources
- What Is Answer Engine Optimization? (AEO fundamentals explained)
- How Many Articles Do You Need to Get Cited on AI Search? (content volume framework)
- What Is an AI Citation and How Does It Drive Leads? (citation mechanics deep dive)
- How Does Topical Authority Work in AI Search? (authority building strategy)
- AEO vs SEO: What is the Difference? (strategy comparison guide)
Use this framework to self-score. Then request the AERO scan so we can show you how your infrastructure translates into actual citation performance against your competitors.
Get My Free AERO Scan Now →Your Competitors Are Already Being Cited. Find Out Where You Stand.
The AERO scan runs your actual market queries across ChatGPT, Perplexity, Google AI Mode, and Claude. You get your citation rate, your competitors' citation rates, and a ranked fix list. No commitment. No cost. (213) 444-2229
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