Harney.com AI Catalog Score

How well Harney.com's 250 products would be recommended by ChatGPT, Claude, Perplexity, Gemini, Mistral, and DeepSeek.

50
/ 100
C · Rarely recommended

250 products audited

Snapshot Jul 5, 2026

1AI-ready (≥80)
122Need work (50-79)
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

231×
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
230×
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
200×
No product_type field. AI agents use it for taxonomy mapping.
133×
Description has no specific attributes (materials, dimensions, ingredients, certifications).
120×
Description only has 73 words. Too short for AI matching, aim for 150 or more.
118×
Title length is 9 characters. Aim for 30 to 80 for AI matching.
106×
Only 2 images. Add 1 or 2 more angles for AI confidence.
103×
Title only has 2 words. Add product type plus a distinctive attribute.

Lowest-scoring products

The Herbal Ritual Kit

26/100 · F
Title 3/15 Desc 5/20 Images 2/8 Variants 0/8 Category 6/10

Deep Sleep Ritual Bundle

28/100 · F
Title 3/15 Desc 10/20 Images 2/8 Variants 0/8 Category 2/10

The Library Blend & New York Blend Bundle

30/100 · D
Title 9/15 Desc 5/20 Images 2/8 Variants 0/8 Category 2/10

French Countryside Duo Gift

30/100 · D
Title 3/15 Desc 3/20 Images 2/8 Variants 8/8 Category 2/10

Creamy Chai Gift

30/100 · D
Title 3/15 Desc 3/20 Images 2/8 Variants 8/8 Category 2/10

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