Playbooks, data & patterns for AI in e-commerce
Concrete plays for Amazon listings, Shopify SEO, AI product photography, and conversion — backed by aggregated data from listings that ran through ProductPolish.

Amazon Bullet Point Tips: The 5-Point Formula That Works
How to write Amazon bullet points that sell instead of just listing specs. With the 5-point formula, concrete examples, a per-category decision matrix, and anti-patterns.
More articles coming soon
We're building out the hub one well-researched article at a time.
Shopify SEO
Titles, descriptions, collections, and Shopify-specific ranking.
Amazon Listings
Bullet points, A+ content, Buy Box, and keyword research for Amazon.
AI Photography
Backgrounds, lighting prompts, and marketplace image rules.
Conversion
CRO, copy frameworks, trust signals, and sales psychology.
AI in Commerce
AI in e-commerce, automation, and operations.
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