Put your product in AI recommendations.
LLM optimization for retail & e-commerce.
We measure how AI sees your products and competitors, then improve product data, external sources and purchase paths end to end.
Free · 30-minute online review · report sent afterward
ChatGPT
Claude
Gemini
Perplexity
CopilotThe Visibility Gap
Does your product disappearwhen customers ask ChatGPT what to buy?
Customers can find you in search, yet AI keeps recommending your competitors.Your product may appear when someone asks for it by name but vanish from unbranded recommendation, comparison and use-case questions. AI may also describe it with outdated information or cite another site instead of your own.
What is a quiet, lightweight cordless vacuum?
AI Answer
Here are the best matches for your needs.
- 01Competitor product ARecommended
- 02Competitor product BRecommended
- 03Competitor product CRecommended
Why It Happens
Three reasons AI leaves products out
- 01AI cannot reach it
Bot restrictions and indexing gaps prevent AI from retrieving product pages and current information.
- 02AI cannot understand it
Price, availability, use cases and attributes are not connected as information about the same product.
- 03AI lacks evidence to recommend it
Comparison articles, reviews and other external signals do not provide enough context and trust.
The problem is not the quality of your product. The information AI needs to find, understand and compare it has not been put in place.
AI search optimization fixes the gaps that leave products undiscovered, misunderstood and unchosen.Inside AI Search
How AI recommendsyour products.
AI combines learned knowledge with current information retrieved from the web to build an answer.
"Best vacuum for a small apartment?"
AI interface
ChatGPTClaudeGeminiThe model uses relationships learned during training to generate a response.
When needed, it searches and retrieves product pages, comparisons, videos and reviews.
Web information retrieved during search
It organizes learned knowledge and retrieved information around the question, then generates an answer.
✦ Your product — recommended #1
- 01Use learned knowledgeThe model uses relationships learned during training to generate a response.
- 02Search for relevant informationWhen needed, it searches and retrieves product pages, comparisons, videos and reviews.
- 03Integrate information and answerIt organizes learned knowledge and retrieved information around the question, then generates an answer.
Products with too little information in training and search are less likely to be mentioned or recommended.
What We Actually Do
The 7 areas that get you recommended.
There is no single reason a product gets overlooked. We identify the bottleneck across seven areas and implement the necessary work in order of impact and dependency.
Mapping your current AI visibility
We measure which questions and AI surfaces show your products — and how.
AI Visibility Score
42/ 100
Industry benchmark: 55
Mention rate
32%Industry average: 28%Recommendation rate
18%Industry average: 16%Information accuracy
76%Industry average: 62%AI visibility comparison (mention rate)
Priority improvements
- 1Visibility in non-branded questions
- 2Product information accuracy
- 3Recommendations in comparisons
How implementation begins
We begin with a free audit, then move through deep diagnosis, prioritization and implementation. You do not need to tackle all seven areas at once.
- 01Free site auditCheck how your products currently appear across AI
- 02Deep audit & goalsReview the site, product data and external sources
- 03Set prioritiesChoose work by impact and implementation effort
- 04Implementation & validationShip priority work and verify retrieval
- 05Measurement & iterationTrack AI visibility through traffic and purchase, then improve
START WITH A FREE AUDIT
Your first step:a free AI visibility audit.
Using your product URL, we design buyer questions and measure how you and competitors appear across AI services. The report explains why you are missing and what to improve first.
Free · 30-minute online review · report sent afterward
FAQ
Frequently asked questions
See How AI Sees You
Start by seeing
how AI sees your products.
In a 30-minute online audit, we review the current state and explain the direction for improvement.
* After the audit, we provide a report summarizing your AI visibility and improvement priorities.
