Baseline recognition
202 of 248 models
202 recognized
46 not recognized
Make AI recommend your business
Find out where your business stands in AI recommendations, and where to focus your next improvement.
No credit card required
Free tier available
200+ models checked
200+
AI models
35+
AI providers
1,000+
Domains analyzed
15
Daily analysis credits
OpenAI
40 models
Google
18 models
Anthropic
11 models
xAI
5 models
Meta AI
1 model
Meta
6 models
DeepSeek
10 models
Mistral
16 models
Qwen
37 models
NVIDIA
5 models
Cohere
4 models
Z.ai
6 models
Moonshot AI
5 models
Amazon
5 models
MiniMax
4 models
Microsoft
2 models
Sao10K
3 models
Inclusion AI
2 models
Nous Research
2 models
Tencent
2 models
Xiaomi
2 models
Reka AI
2 models
AllenAI
1 model
Anthracite
1 model
Arcee AI
1 model
Deep Cogito
1 model
Gryphe
1 model
IBM Granite
1 model
Inception
1 model
Mancer
1 model
Answer engine optimization
Does AI
understand
your business?
Check what AI thinks you do, who you serve, and why you fit a buyer’s needs. Spot the difference between being understood and being recommended.
example.com
How models understand you
Category
Audience
Job to be done
Would they recommend you?
“Which tools help agencies get client approval on designs?”
A stronger fit when named. A weaker recommendation when the buyer asks without your brand.
Training knowledgeScores / 100
AI SEO analysis
See whether AI understands what you do
Before AI can recommend a business, it needs a clear understanding of its category, audience, and purpose. Compare the evidence across hundreds of models—not one isolated prompt.
example.com
Active
·
Champion
Domain Clarity
Training data
Compare model knowledge with live website analysis
Training data shows what each model already knows without visiting your website. Live data shows what the same model understands after reviewing it.
Category
Reserved domain
71%
Internet standards
29%
Audience
Developers
57%
Educators
29%
Other
14%
Jobs-to-be-done
Documentation examples
71%
Testing URLs
29%
Training data evidence
Compare each model's answer
| Model | Category | Audience | Job | Confidence | Status | Expand | ||||||||||||||||||||||||||||||||||||||||||
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OpenAI
5 models
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GPT-5.6
openai/gpt-5.6
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98
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GPT-5.5
openai/gpt-5.5
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79
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GPT-5.4
openai/gpt-5.4
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61
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GPT-5.3
openai/gpt-5.3-chat
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39
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GPT-5.2
openai/gpt-5.2
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20
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GO
Google
2 models
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Gemini 3.1 Pro
google/gemini-3.1-pro-preview
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93
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Gemini 3.1 Flash
google/gemini-3.1-flash-lite
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Replace uncertainty with evidence
Stop wondering what AI says when you are not in the room
Customers increasingly ask AI systems to explain products, compare services, and suggest providers. AEOchamp shows how models describe your business and where they suggest it for buyer questions, with individual model results behind each summary.
Do models recognize the domain?
See recognized and not recognized results separately.
Do they understand the same category?
Compare every category answer and its distribution.
Do they suggest you for buyer questions?
Compare User Intent scores with and without your name, alongside the competitors that appear.
Does the website change the answer?
Place live results directly below the training baseline.
Understanding map
01 / 08Start with evidence
First, establish what AI thinks today.
Before you rewrite a headline or reposition a product, capture a baseline. AEOchamp shows whether a model recognizes your business, its category, its audience, and the job it believes you do.
A Model A
Current snapshot
- Recognized
- Yes
- Category
- Marketing analytics
- Audience
- Enterprise teams
- Job
- Measure online presence
- Confidence
- 62%
A baseline replaces assumptions with something you can compare.
One model
One model tells you about one model.
That result is useful—but narrow. It cannot tell you whether the same understanding is shared by another model, another provider, or a newer release.
A Model A
Recognized
- Category
- Marketing analytics
- Audience
- Enterprise teams
- Job
- Measure online presence
One answer ≠ the AI market.
Add a provider
A second model creates a comparison.
Check a model from another provider and differences become visible. One may understand your category while another misses your audience or confuses the job your product performs.
Cross-provider comparisonSame domain
A Provider A
- Category
- Marketing analytics
- Audience
- Enterprise teams
- Confidence
- 62%
B Provider B
- Category
- AI visibility software
- Audience
- SEO teams
- Confidence
- 81%
Same business. Two materially different interpretations.
Follow model releases
A provider's releases become a timeline.
Order one provider's models reverse chronologically—newest first—and you can compare how its training knowledge changes from one release to the next.
Provider A / model lineageNewest first ↓
Model A-3
88%
Model A-2
68%
Model A-1
41%
Model A-0
19%
Compare providers
Multiple providers reveal the wider pattern.
Repeat that analysis across providers and isolated answers become a market view. You can see where understanding is consistent, where it diverges, and where your business remains unknown.
Provider mapDomain understanding
A Provider A
Newest
Previous
Older
B Provider B
Newest
Previous
Older
C Provider C
Newest
Previous
Older
D Provider D
Newest
Previous
Older
E Provider E
Newest
Previous
Older
F Provider F
Newest
Previous
Older
Separate training from live
Now distinguish memory from website clarity.
Training analysis shows what a model already knows. Live analysis shows what it understands after reviewing your website today. The gap tells you whether the current site makes the business clearer.
Same model / same domainTwo data modes
Training knowledge
Without visiting the website
- Category
- Marketing analytics
- Audience
- Unclear
Live understanding
After reviewing the current website
- Category
- AI visibility software
- Audience
- SEO and brand teams
Clearer after reading the site
Measure your adjustments
Your changes become observable—not assumed.
Use AEOchamp's evidence to clarify your website, rerun live analysis, and compare the result. When later model releases arrive, check training knowledge again to see whether their understanding has changed.
Evidence → adjustment → comparisonRepeat
-
01
Baseline
Find the gap
Models miss your audience and misclassify the product.
-
02
Adjust
Clarify the website
Make category, audience, and job to be done explicit.
-
03
Measure
Rerun live analysis
Compare how models interpret the updated site.
-
04
Track
Check later releases
Observe whether newer training knowledge becomes clearer.
A clearer live result is measurable today. Future model training is observable when a new release arrives, but it is never guaranteed.
Put it all together
Automate it across 200+ models.
Compare Domain Clarity across providers, model releases, and training versus live results. Then explore User Intent to see whether that understanding translates into suggestions for buyer questions.
200+AI models
35+Providers
2Data modes
Start with evidence
1 of 8
AI search visibility analysis
Measure the signals behind your AI visibility
Domain Clarity shows how models interpret your business. User Intent builds on that profile to reveal where you appear for relevant buyer questions.
Recognition
See whether each model recognizes your domain or reports that it does not know enough.
Category
Check which market or product category the model associates with your business.
Audience
Learn who the model believes your product or service is for.
Job to be done
See which customer problem or outcome the model connects to your business.
Confidence
Distinguish a clear model understanding from a tentative guess.
Model answer
Read the underlying response instead of relying on an unexplained score.
Analysis history
Review previous analyses to understand how model interpretations change over time.
One shared view
Compare these signals across models, providers, releases, and data modes.
User Intent
Every buyer question.
Your place in the answer.
See where your business comes up, where a competitor takes the lead, and where being known still isn’t enough to be suggested.
Domain ClarityUser Intent
Organic visibility
38/ 100Your brand is withheld from the question.
Mentioned score
79/ 100The model is given your domain.
Visibility gap
+41pointsKnown when named. Less visible unprompted.
Your score beside the market leaders
Five pinned buyer questions. Select a question to explore its model results.
| User intent | Organic | Mentioned | Gap | Top competitors | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | 78 | Acme91Globex86Initech81 |
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Inside this intent · individual model results3 illustrative model results
| ||||||||||||||||||||
32 | 84 | Umbrella90Hooli85Stark82 |
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Inside this intent · individual model results3 illustrative model results
| ||||||||||||||||||||
61 | 88 | Globex89Acme86Wayne80 |
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Inside this intent · individual model results3 illustrative model results
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8 | 57 | Umbrella88Stark84Hooli79 |
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Inside this intent · individual model results3 illustrative model results
| ||||||||||||||||||||
75 | 88 | Umbrella87Wayne83Initech78 |
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Inside this intent · individual model results3 illustrative model results
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Pinned intents come from your Domain Clarity profile.Example data only · Scores out of 100 · Gap = Mentioned − Organic
Start with what buyers need.
Five baseline intents turn your business profile into concrete questions your potential customers might ask.
Find the missed recommendation.
A score of 14 organic and 78 mentioned is a +64 gap: a strong fit when named, but a weak presence without the prompt.
Go beyond the average.
Expand an intent to compare individual model results and see which competitors appear beside each score.
Training knowledge versus live understanding
See what AI already knows and how your website changes its understanding
A model's existing knowledge and its interpretation of your current website are not the same thing. AEOchamp separates them so you can see where the gap comes from.
Training data analysis
Free
What the model already knows
Analyze the model without giving it your current website. Establish the baseline before changing the signal.
- Domain Clarity across 10 selected models
- Recognition, category, audience, job, and confidence
- One selected model for baseline User Intent
Free also includes five baseline user intents analyzed by one selected model, with organic and mentioned scores, visibility gaps, and competitors.
Live website analysis
Champion
What the model sees today
Let an eligible model review the current site, then compare its live answer directly with the training-data baseline.
- 140+ models eligible for live analysis
- 15 daily credits per domain for live checks and custom intents
- Training-versus-live comparison by model
Champion analyzes baseline user intents across all eligible models, separately from your daily credits. Each custom-intent model uses one credit for organic and mentioned analysis. A live Domain Clarity check also uses one credit. Credits reset at 00:00 UTC.
If live understanding is clear but existing knowledge is weak, the challenge may be awareness. If both are unclear, the website's positioning may need work. AEOchamp provides evidence; it does not guarantee citations or recommendations.
How AEOchamp works
From domain to model-by-model evidence
Run a repeatable AI SEO analysis without manually checking hundreds of individual models.
Add your domain.
Start a Domain Clarity analysis. No need to configure prompts for individual providers by hand.
Find the mismatch.
Review how models classify the business. Then compare organic and mentioned scores for five baseline buyer questions.
Make a focused change.
Pick a positioning gap or buyer question. Update the relevant page, then use a live check to inspect what the site communicates.
Built for the people shaping your positioning
Who it is for
A clearer view for the teams shaping your positioning
Founders & product marketers
Check whether AI understands your positioning and suggests your business for relevant buyer questions.
Brand & communications teams
Monitor how consistently different providers describe the business and its market.
SEO & content teams
Connect website changes with changes in live AI understanding, based on evidence rather than assumptions.
Agencies
Give clients model-level evidence, intent visibility gaps, and competitor comparisons. Add custom buyer questions with Champion.
Verified product coverage
Broad coverage without a black-box score
Every answer stays attached to the model that produced it, so averages never erase the evidence.
Active catalog
200+
Domain Clarity models analyzed
Provider range
35+
AI providers represented
Live capable
140+
models eligible for live analysis
Daily allowance
15/day
shared analysis credits per domain
Free includes 10 selected models for Domain Clarity and one model for baseline User Intent. Champion covers all eligible models. Coverage changes as providers release, retire, or update models.
Pricing
Start with what AI already knows
Start free with Domain Clarity and a User Intent sample. Champion adds all eligible models for baseline intents, custom user intents, and live website analysis.
Free
$0
Domain Clarity and a User Intent sample for up to 10 free domains.
- Up to 10 free domains
- Domain Clarity across 10 selected AI models
- Recognition, category, audience, job, and confidence
- Five baseline user intents analyzed by one selected model
- Organic and mentioned scores, visibility gaps, and competitors
- Live analysis not included
Champion
$49$59 / month / domain
Billed yearly. $59 per month when billed monthly.Billed monthly. $49 per month when billed yearly.
- Everything in Free
- Domain Clarity across all eligible models and providers
- New model releases added to training automatically
- All eligible models analyzed for baseline user intents
- Create custom user intents and choose which models analyze them
- Live data across 140+ eligible models
- 15 daily credits per domain, shared by live checks and custom intents
- Compare training and live answers
Frequently asked questions
AI SEO, visibility, and model analysis
Clear answers about what AEOchamp measures and what it does not claim to do.
What is AI SEO?
AI SEO has two common meanings: SEO for AI systems and using AI to perform traditional SEO tasks. AEOchamp focuses on the first meaning by analyzing how AI models recognize and interpret a business.
What is SEO for AI?
SEO for AI means making a business and its information clear, accessible, and trustworthy to AI-assisted search and answer systems. It overlaps with established SEO fundamentals but focuses on how AI systems understand, describe, and surface the business.
What is AI search visibility?
AI search visibility describes how a business appears in AI-assisted discovery. Domain Clarity measures how models understand your business. User Intent checks how strongly they suggest it for buyer questions, with and without your domain in the prompt, and shows which competitors appear.
What is AI brand visibility?
AI brand visibility is a brand's presence and representation in AI-generated experiences. AEOchamp focuses on whether models know the brand and interpret its category, audience, and purpose correctly.
What is answer engine optimization?
Answer engine optimization, or AEO, is the practice of making information clear, trustworthy, and accessible to systems that generate direct answers. It overlaps with good SEO, useful content, crawlability, and consistent brand information. It is not a guaranteed way to earn an AI citation.
How is AEOchamp different from a citation tracker?
AEOchamp combines Domain Clarity, which measures how models understand your business, with User Intent, which compares organic and mentioned scores for buyer questions. User Intent also shows visibility gaps and competing brands. These are model-knowledge results, not search rankings or citation tracking.
What does User Intent measure?
User Intent starts with five baseline buyer questions suggested from your Domain Clarity profile. Organic scores measure how strongly models suggest your business without being given its name. Mentioned scores measure its fit when your domain is supplied. The visibility gap is the mentioned score minus the organic score, and each intent includes competitor and individual model results.
What is included in Free versus Champion for User Intent?
Free includes five baseline user intents analyzed by one selected model, with organic and mentioned scores, visibility gaps, and competitors. Champion includes analysis of those baseline intents across all eligible models. Champions can also create custom user intents and choose which models analyze them.
Does User Intent browse my website or use analysis credits?
User Intent uses model training knowledge without browsing your website. Baseline intent analysis is included separately. Each model selected for a custom intent uses one daily credit for both organic and mentioned analysis. These credits are shared with live Domain Clarity checks and reset at 00:00 UTC.
What is the difference between training and live analysis?
Training analysis checks what a model already knows without reviewing the website first. Live analysis lets an eligible model inspect the current site. Comparing both shows whether unclear results come from limited existing knowledge or the site's current positioning.
Does AEOchamp track Google AI Overview rankings or citations?
Not currently. AEOchamp analyzes model knowledge and live website interpretation. It is not direct Google AI Overview rank or citation tracking.
How can I get my business recommended by AI?
Start by making the business easy to identify and understand consistently across its website and other trusted sources. AEOchamp can reveal whether models recognize the business and interpret its category, audience, and purpose correctly. That evidence can guide improvements, but no change guarantees an AI recommendation.
Does AEO replace SEO?
No. Strong technical SEO, indexing, useful content, structured information, and authority remain important. AEOchamp should be used alongside Search Console and established SEO practices, not as a replacement for them.
Start your answer engine optimization check
Start free with Domain Clarity and five baseline user intents analyzed by one selected model. See how AI understands your business and where it appears for buyer questions. No credit card required.
Explore up to 10 free domains and see what AI understands today
35+
Providers
200+
Domain Clarity Models