Keep the business-critical facts together.
Titles, benefits, price, offers, policies, variants, FAQs, and fit details stay organized around each product.
Get every product ready for AI shoppers.
AI assistants now decide which products get recommended. Cheddar checks how ChatGPT, Google AI, and marketplaces see each of your products, then turns the gaps into listing, proof, and offer updates you can publish.
See where competitors win Convert proof into product copy Publish cleaner channel updates
Free instant scan
See what AI agents can read from your product page
Paste your store’s product page (Shopify or your own site). Cheddar checks 8 signals AI shopping agents look for — instantly. Create an account to save the scan and start watching the product.
We read the public page only. Create an account if you want to save the result or start watching the product.
The workflow
One place to find the gap, write the fix, and check again.
Product pages, reviews, creator proof, feeds, and offers usually live in separate tools. Cheddar connects them around the product so your team can keep improving what buyers and AI systems see.
Turn reviews and creator content into usable evidence.
Pull claims, demos, objections, FAQs, and buyer language from TikTok, Instagram, YouTube, reviews, and Q&A.
Ship the same truth everywhere it matters.
Prepare updates for Shopify, Google, ChatGPT commerce feeds, marketplace listings, and social shopping surfaces.
Why it matters
Buying decisions are moving beyond your product page.
A shopper may ask ChatGPT, compare in Google, validate on a marketplace, and trust a creator before buying. If those surfaces see stale facts or weak proof, your product can lose before the buyer reaches your store.
+4,700%
year-over-year growth in AI shopping traffic to US retail sites.
Adobe Analytics74%
of surveyed consumers said they would trust a personal AI agent for purchase decisions.
Accenture via TechRadar$15.8B
estimated US TikTok Shop sales in 2025.
EMARKETER via Business Insider<50%
top AI models still score under 50% on shopping tasks, so clear product truth matters.
AI Consumer IndexAI shopping and social commerce are becoming places where buyers discover, compare, and check out. OpenAI and Google launched AI checkout standards in 2025, and TikTok Shop keeps pulling commerce into social. Sellers need accurate product content, current offers, and proof that both buyers and AI systems can trust.
Buyers are ready, but AI may be working from bad inputs.
Shoppers ask AI to compare products, find deals, and decide what to buy. The seller problem is practical: AI can answer from old pages, expired offers, thin specs, or missing proof.
- Product research 73% cite AI
- Recommendations 40% use AI
- Deal finding 36% use AI
- AI traffic gap 23% lower conversion
Cheddar keeps one approved product record.
Keep the facts that drive recommendations in sync: what the product is, who it fits, which offer is live, and what proof backs it up.
Product details and policies
Live price, coupon, and cashback
Creator proof and review claims
So every channel has a better answer.
Instead of guessing from fragments, AI shopping tools and marketplaces see the right product, offer, and proof.
- Current price and best offer
- Clear fit and comparison points
- Proof ready for checkout, ads, and partners
The risk is simple: when AI shopping influences research, deals, and checkout, incomplete product data becomes a revenue problem.
See exactly what AI tells shoppers about your product.
Cheddar runs real buyer questions through AI assistants and shows whether your product is recommended, what it’s missing, and the fix that makes it the safer choice.
A shopper asks
“Best narrow bathroom cabinet for a small apartment under $150?”
Live shopper question
- Competitor productRecommended because the listing clearly explains fit, specs, and review proof.
- Your productSkipped because the page has thin fit details and an old price. Cheddar shows the fix.
Why not just Shopify?
Your store publishes products. Cheddar makes them ready to recommend.
Shopify and other platforms keep the catalog running. Cheddar works above the catalog: it checks how AI assistants see each product, gathers the proof they look for, and prepares updates for the channels where buying decisions happen.
A feed listing is not a recommendation.
Your platform sends catalog data out. Cheddar checks whether AI actually names your product when a buyer asks, and shows the gap when it doesn’t.
Measure the whole buying path.
Cheddar checks AI answers, search, marketplaces, social proof, and product data together, not only the surfaces your store platform controls.
Know what makes a product the safe pick.
Cheddar shows the proof, offer, and product details AI looks for when it recommends a product, and flags what your listing still needs.
Your store platform keeps products published. Cheddar helps them get chosen.
Built around the channels sellers already care about.
Cheddar prepares the facts, proof, and updates each channel needs, then checks whether the answer improved.
ChatGPT, Gemini, Google AI Mode
Make product facts, FAQs, claims, policies, and offers easy for AI systems to understand and cite.
- Answer checks
- Feed quality
- Fresh facts
Amazon, Walmart, category search
See where competitor products win and turn their advantage into listing, proof, and offer updates.
- Competitor visibility
- Attribute gaps
- Review language
TikTok, Instagram, YouTube, reviews
Bring claims, demos, objections, and creator proof back into the product record.
- Creator clips
- Review claims
- FAQ ideas
Turn the gap into an edit your team can approve.
Every issue becomes a clear listing, offer, proof, or FAQ update. Approve it, publish it, and run the same buyer question again.
Recommended listing fix
highest impactCurrent listing
Narrow Bathroom Cabinet - White
Recommended update
Slim 18" Bathroom Cabinet for Small Spaces - Tool-Free, Rust-Proof, Holds 30 lbs
- Names the buyer and use case
- Adds fit, setup, and material details
- Answers the comparison question directly
Push to store Update offers Check again
Make every product easier to recommend.
Join the waitlist to find answer gaps, organize proof, and publish cleaner product updates across the channels that matter.