LTR Digital Group
eCommerce Intelligence
Free Assessment Tool

AI Readiness
Assessment

Assess whether your brand's foundational data is LLM-Ready — the essential prerequisite
for success in Agentic Commerce. Score each item from 1–10.
01
Product Feed & Merchant Center Optimization
Is your data organized and accurate enough for AI to rely on?
Question 1 of 10
When a customer searches for your product, does Google have every relevant detail — materials, dimensions, certifications — filled in completely for every item you sell?
1
We don't have thisFully optimized
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Question 2 of 10
Do your product descriptions explain how and why a product is used — or do they mostly just repeat search keywords?
1
We don't have thisFully optimized
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Question 3 of 10
Is there one single place where your product information lives, and does every channel — website, ads, marketplaces — pull from that same source?
1
We don't have thisFully optimized
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02
PDP & Advanced Schema Optimization
Is your product info clear enough for AI to immediately find, understand, and trust your brand?
Question 4 of 10
Are your product pages formatted so that Google and AI tools can instantly read and understand every detail — not just display it to human visitors?
1
We don't have thisFully optimized
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Question 5 of 10
When Google or an AI evaluates your newer products, can it clearly trace them back to your established, trusted brand?
1
We don't have thisFully optimized
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Question 6 of 10
Does your product data include verifiable specs and certifications — things that can be fact-checked — rather than vague claims like "premium quality"?
1
We don't have thisFully optimized
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Question 7 of 10
Are your customer reviews and any awards or recognitions visible to Google and AI tools in a format they can actually read and use?
1
We don't have thisFully optimized
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03
Advanced Performance Marketing Integration
Are your PMax and Shopping campaigns mathematically proven to transfer brand trust — and managed by someone who understands the full technical stack?
Question 8 of 10
Do you have the right data and the right experts to run your ads?
1
We don't have thisFully optimized
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Question 9 of 10
Do you have data showing that your best-known products are helping to build customer confidence in your newer or less-established product lines?
1
We don't have thisFully optimized
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Question 10 of 10
Is someone actively overseeing your paid ads strategy who understands how your product data, website, and ad algorithms all work together?
1
We don't have thisFully optimized
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Your Score
P1: — P2: — P3: —
10
out of 100
Getting Started
Score all 10 questions first
10
Getting Started

Score by Pillar
Product Feed & Merchant Center
PDP & Advanced Schema
Performance Marketing Integration

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