Kleankanteen.com AI Catalog Score
How well Kleankanteen.com's 133 products would be recommended by ChatGPT, Claude, Perplexity, Gemini, Mistral, and DeepSeek.
63
/ 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
133×
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
112×
Product type "Bottle" is missing from the title. AI agents use it for category matching.
80×
Title length is 26 characters. Aim for 30 to 80 for AI matching.
72×
Description only has 47 words. Too short for AI matching, aim for 150 or more.
60×
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
48×
Title only has 3 words. Add product type plus a distinctive attribute.
38×
Only the default variant exists. Add size, color, or style options if the product has them.
34×
Description has no specific attributes (materials, dimensions, ingredients, certifications).
Lowest-scoring products
Personalization Charge
34/100 · D
Title 3/15
Desc 3/20
Images 2/8
Variants 3/8
Category 10/10
Sippy Cap Maintenance Kit
44/100 · D
Title 3/15
Desc 5/20
Images 6/8
Variants 3/8
Category 10/10
Café Cap Maintenance Kit
44/100 · D
Title 3/15
Desc 3/20
Images 8/8
Variants 3/8
Category 10/10
Sport Cap Maintenance Kit
44/100 · D
Title 3/15
Desc 3/20
Images 8/8
Variants 3/8
Category 10/10
Pint Ring 4-Pack
44/100 · D
Title 3/15
Desc 3/20
Images 8/8
Variants 3/8
Category 10/10
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