Counterculturecoffee.com AI Catalog Score
How well Counterculturecoffee.com's 168 products would be recommended by ChatGPT, Claude, Perplexity, Gemini, Mistral, and DeepSeek.
49
/ 100
D · Occasional discovery
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
165×
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
155×
Product type "Coffee" is missing from the title. AI agents use it for category matching.
148×
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
142×
Title length is 21 characters. Aim for 30 to 80 for AI matching.
135×
Description has no specific attributes (materials, dimensions, ingredients, certifications).
133×
Title only has 3 words. Add product type plus a distinctive attribute.
78×
Description only has 50 words. Too short for AI matching, aim for 150 or more.
55×
Only 1 tags. Major AI signal gap, add at least 5 relevant tags.
Lowest-scoring products
Mpemba Processing Set
26/100 · F
Title 3/15
Desc 3/20
Images 4/8
Variants 0/8
Category 6/10
Coffee & Tote
28/100 · F
Title 3/15
Desc 3/20
Images 2/8
Variants 3/8
Category 6/10
Milk Glass Mug - Set of 2
31/100 · D
Title 5/15
Desc 3/20
Images 2/8
Variants 3/8
Category 6/10
Tote & Tumbler
31/100 · D
Title 3/15
Desc 3/20
Images 2/8
Variants 3/8
Category 8/10
Yacuanquer
31/100 · D
Title 3/15
Desc 3/20
Images 4/8
Variants 3/8
Category 6/10
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