The DTC Product Page Benchmark

Where does your product page rank in its category?

We score DTC brands from the outside, cold and on mobile, and rank every product page against its category. See where you stand, and what the brands beating you do differently.

See the scoreboard →

The State of DTC Product Pages

51

15.5s

38%

Live, across 1,385 published audits

Category benchmark

Median score by category

CategoryBrandsScore range (p25–p75)Median
Beauty157
5364
59
Supplements125
4762
56
Pet82
4463
54
Outdoor51
4360
51
Food & Beverage138
4158
50
Jewelry129
4256
50
Kitchen111
4158
49
Baby & Kids97
4156
49
Home Goods79
4160
48
Fitness & Sports112
4256
48
Electronics182
3955
46
Apparel122
4154
46

Based on 1,385 published audits. Statistical confidence grows past 10 brands per category.

The next surface

Can AI shoppers even see your products?

Shopping is moving to AI assistants and answer engines, and they don't look at your page, they read its structured data. Thin or missing Product markup (no price, ratings, or SKU the machines can parse) and your product gets passed over for the ones they can fully read, no matter how good the page looks. So alongside the category ranking, every audit gets a separate AI-Shoppable score.

38%

have gaps limiting AI visibility

70

avg AI-Shoppable score

1385

pages checked

Product structured dataOpen Graph tagsAI crawler access

The method

How the score is made

01

External audit

We hit your product page the way a first-time customer does, cold, on mobile, no cached assets. No installation, no store access, no pixel.

02

Score across 5 dimensions

Clarity, Visual Merchandising, Social Proof, Purchase Friction, and Mobile Performance, scored 0–100 on a DTC-specific rubric, then ranked against your category.

03

Specific teardown

Your exact score, where you rank against other brands in your vertical, and a prioritized fix list ranked by conversion impact.

See where you stand

Find out where your page ranks.

We'll score your hero product page, rank it against your category, and send you the full teardown: where you stand, what the brands ahead of you do differently, and a prioritized fix list.