Melissaanddoug.com AI Catalog Score
How well Melissaanddoug.com's 250 products would be recommended by ChatGPT, Claude, Perplexity, Gemini, Mistral, and DeepSeek.
56
/ 100
C · Rarely recommended
Partial audit. Public scan covers 61 of 100 signals. Install the Shopify app to audit metafields, SEO meta, image alt text, variant barcodes, and inventory (the remaining 39 pts).
Top issues across the catalog
250×
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
249×
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
249×
Only the default variant exists. Add size, color, or style options if the product has them.
241×
Description has no specific attributes (materials, dimensions, ingredients, certifications).
240×
Product type "Play Sets" is missing from the title. AI agents use it for category matching.
91×
Title length is 21 characters. Aim for 30 to 80 for AI matching.
73×
Description only has 74 words. Too short for AI matching, aim for 150 or more.
46×
Title only has 4 words. Add product type plus a distinctive attribute.
Lowest-scoring products
Stamp & Sort Mailbox Play Set
16/100 · F
Title 5/15
Desc 3/20
Images 0/8
Variants 0/8
Category 2/10
AA Battery
21/100 · F
Title 3/15
Desc 3/20
Images 2/8
Variants 3/8
Category 2/10
Rubber Brayer Hard
33/100 · D
Title 3/15
Desc 2/20
Images 2/8
Variants 3/8
Category 10/10
Doll Accessories Bundle
36/100 · D
Title 3/15
Desc 6/20
Images 8/8
Variants 3/8
Category 2/10
Scratch Art Rubbing Stick
38/100 · D
Title 3/15
Desc 5/20
Images 2/8
Variants 3/8
Category 10/10
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