AI Recommendation Readiness Score
See how ready your product is to be recommended by AI.
Become theProduct AIRecommends
AskVend analyzes your ecommerce store and product pages, then shows exactly what AI assistants need to understand, trust, and confidently recommend your products.
Actionable Improvement Plan
Get clear, prioritized actions to improve your score.
Win More AI-Powered Sales
Help AI assistants confidently recommend your products.
Stay Ahead of AI Shopping
Optimize for ChatGPT, Perplexity, Claude, Google SGE and more.
AI Recommendation Audit
Example audit
AI Recommendation Readiness Score
74/100
Needs Improvement
Your product has potential but is missing key information and trust signals that AI needs to confidently recommend it.
Potential Score92+with improvements
AI Evaluation Factors
Product identity
Category & use case
Key features
Buyer fit
Trust signals
Usage guidance
Customer validation
Top Missing Signals
View allMissing customer reviews or testimonials
AI needs visible social proof to trust and recommend your product.
Lack of usage examples or scenarios
AI does not see enough clear use cases for target buyers.
Missing return policy information
AI needs policy clarity to reduce buyer hesitation.
Priority Fixes
View full plan- 1Add customer reviews and ratings
- 2Add 3-5 real usage examples
- 3Add clear return and refund policy
- 4Add comparison with alternatives
- 5Add FAQ for common buyer questions
Why AskVend
The signals AI needs before it recommends you
AskVend turns invisible product-page gaps into a clear readiness score and practical next steps.
AI Recommendation Readiness
Understand whether AI can identify, classify, and explain your product with confidence.
Build AI Trust
Surface the proof, policies, reviews, and credibility signals AI needs before recommending you.
Increase Visibility
Prioritize the changes most likely to help your products appear in AI-assisted shopping journeys.
Future-Proof Your Store
Prepare your product pages for a discovery model where shoppers ask before they search.
How AskVend works
From product page to recommendation roadmap
A lightweight audit that gives ecommerce teams the confidence to improve what AI can see, trust, and explain.
01
Analyze
AskVend reads your public store or product page the way an AI shopping assistant would.
02
Improve
You get a focused list of missing trust signals, buyer context, and product details.
03
Get Recommended
Use the action plan to make your product easier for AI to understand and recommend.
Example Audit Preview
See what makes AI hesitate before a shopper does.
AskVend highlights missing proof, unclear buyer fit, weak product context, and the fastest fixes to improve recommendation confidence.
Score the page across recommendation factorsIdentify the missing trust signals AI depends onPrioritize fixes by impact and confidence
AI Recommendation Audit
Example audit
AI Recommendation Readiness Score
74/100
Needs Improvement
Your product has potential but is missing key information and trust signals that AI needs to confidently recommend it.
Potential Score92+with improvements
AI Evaluation Factors
Product identity
Category & use case
Key features
Buyer fit
Trust signals
Usage guidance
Customer validation
Top Missing Signals
View allMissing customer reviews or testimonials
AI needs visible social proof to trust and recommend your product.
Lack of usage examples or scenarios
AI does not see enough clear use cases for target buyers.
Missing return policy information
AI needs policy clarity to reduce buyer hesitation.
Priority Fixes
View full plan- 1Add customer reviews and ratings
- 2Add 3-5 real usage examples
- 3Add clear return and refund policy
- 4Add comparison with alternatives
- 5Add FAQ for common buyer questions
Credible by design
Built for ecommerceteams preparing forAI shopping
AskVend focuses on public product-page signals AI assistants can inspect and practical gaps ecommerce teams can fix.
Buyer-fit clarity and use casesTrust signals, policies, and proofFAQs, reviews, and decision blockersStructured data and product facts
Analyzes public product-page signals
AskVend reads what AI assistants can actually access from public product and store pages.
Checks trust and decision signals
Reviews buyer-fit clarity, policies, FAQs, reviews, structured data, and recommendation confidence.
Built for AI shopping preparation
Designed for ecommerce teams improving pages before assistants become a primary buying interface.
Pricing teaser
Start with a free audit. Scale when you are ready.
Run a free readiness audit, then get help improving the product-page signals that make AI more confident in your brand.
Free Audit
$0
No signup required
AI recommendation readiness scoreTop missing trust and product signalsPrioritized fix-first action planOptional optimization request after audit
FAQ
Clear answers.
Practical details about what AskVend checks, what you get back, and how the free audit works.
01What can I audit?
Paste a public product page URL. You can optionally include the store homepage so AskVend has more context about your brand, policies, and trust signals.
02What does AskVend analyze?
AskVend checks what AI assistants can understand from public pages, including buyer fit, product facts, reviews, policies, FAQs, structured data, and recommendation confidence.
03Does AskVend change my website automatically?
No. AskVend gives you a readiness score and prioritized fixes. Your team decides which page updates to make.
04Do I need to create an account?
No signup is required for the free audit. You can run the audit first and request optimization help afterward if you want support.
05What happens after the free audit?
You get a report showing what AI can understand, what is missing, and which improvements should come first.
Ready when you are
Become the product AI confidently recommends.
See what AI can understand, what it still needs, and what to improve first.
Get My Free Audit