Top 49 Shopify Stores by AI Catalog Score
Highest AI-readiness scores from our public audit engine, derived from the brands most cited by AI agents, audited from their public Shopify catalogs (no install required).
200stores scanned
49top entries
59top 100 avg
Jun 1last refresh
Public audit covers 61 of 100 signals. Install the app to score the remaining 39 (metafields, SEO meta, alt text, barcodes, inventory). Full methodology at commerce-agentic/agentic-catalog-scanner (CC0).
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Brand
Score
Top issue
1
Burtsbeesbabyburtsbeesbaby.com · 250 products
76/100
Description only has 44 words. Too short for AI matching, aim for 150 or more.
2
Mattandnatmattandnat.com · 250 products
75/100
Description only has 36 words. Too short for AI matching, aim for 150 or more.
3
Rothysrothys.com · 250 products
73/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
4
Gymsharkgymshark.com · 250 products
70/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
5
Decathlondecathlon.com · 250 products
69/100
Description only has 57 words. Too short for AI matching, aim for 150 or more.
6
Colehaancolehaan.com · 250 products
68/100
Product type "Test" is missing from the title. AI agents use it for category matching.
7
Outdoorresearchoutdoorresearch.com · 250 products
67/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
8
Packagefreeshoppackagefreeshop.com · 116 products
67/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
10
Boodyboody.com · 250 products
66/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
11
Eddiebauereddiebauer.com · 250 products
65/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
12
Wearethoughtwearethought.com · 250 products
65/100
No product_type field. AI agents use it for taxonomy mapping.
13
Thursdaybootsthursdayboots.com · 250 products
65/100
Product type "boots" is missing from the title. AI agents use it for category matching.
14
Simmsfishingsimmsfishing.com · 250 products
65/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
15
Smartwoolsmartwool.com · 250 products
63/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
16
Beyondyogabeyondyoga.com · 250 products
63/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
17
Keenfootwearkeenfootwear.com · 250 products
63/100
Product type "Womens > Footwear > Sandal" is missing from the title. AI agents use it for category matching.
18
Kleankanteenkleankanteen.com · 132 products
63/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
19
Darntoughdarntough.com · 250 products
63/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
20
Eberjeyeberjey.com · 250 products
63/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
21
Allbirdsallbirds.com · 250 products
62/100
Product type "Socks" is missing from the title. AI agents use it for category matching.
22
Aloyogaaloyoga.com · 250 products
62/100
Product type "Women:Bottoms:Pants" is missing from the title. AI agents use it for category matching.
23
Championchampion.com · 250 products
62/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
24
Honesthonest.com · 199 products
62/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
25
Reebokreebok.com · 250 products
60/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
26
Girlfriendgirlfriend.com · 169 products
60/100
Description only has 12 words. Too short for AI matching, aim for 150 or more.
27
Gaiamgaiam.com · 151 products
60/100
Product type "Active Sitting/Balance Balls" is missing from the title. AI agents use it for category matching.
28
Outerknownouterknown.com · 250 products
60/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
29
Liformeliforme.com · 182 products
60/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
30
Everlaneeverlane.com · 250 products
58/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
31
Mandukamanduka.com · 98 products
58/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
32
Thetiebarthetiebar.com · 250 products
58/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
33
Melissaanddougmelissaanddoug.com · 250 products
57/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
34
Greentoysgreentoys.com · 74 products
55/100
Title length is 20 characters. Aim for 30 to 80 for AI matching.
35
Ministryofsupplyministryofsupply.com · 250 products
54/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
36
Beeswrapbeeswrap.com · 29 products
54/100
Title length is 15 characters. Aim for 30 to 80 for AI matching.
37
Blackdiamondequipmentblackdiamondequipment.com · 250 products
53/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
38
Woolandprincewoolandprince.com · 167 products
53/100
Title length is 16 characters. Aim for 30 to 80 for AI matching.
39
Outdoorvoicesoutdoorvoices.com · 250 products
52/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
40
Tentreetentree.com · 250 products
51/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
41
Organicbasicsorganicbasics.com · 250 products
51/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
42
Harneyharney.com · 250 products
51/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
43
Wyzewyze.com · 250 products
50/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
44
Counterculturecoffeecounterculturecoffee.com · 167 products
49/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
45
Plantoysplantoys.com · 250 products
48/100
Title has no factual marker (material, spec, ingredient). AI matches better with at least one.
46
Blundstoneblundstone.com · 214 products
47/100
Product type "Boots" is missing from the title. AI agents use it for category matching.
47
Altrarunningaltrarunning.com · 250 products
43/100
No bullet list in the description. AI agents parse structured lists much more reliably than prose.
48
Peetspeets.com · 250 products
41/100
Description only has 7 words. Too short for AI matching, aim for 150 or more.
49
Tatchatatcha.com · 130 products
35/100
Description only has 0 words. Too short for AI matching, aim for 150 or more.
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