ProductPolishPlaybooks, 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.
Best AI Product Description Tool 2026: 7 Criteria, Not a Ranking
Which AI tool writes the best product descriptions? Seven criteria for merchants: factual accuracy, channel rules, brand voice, batch processing and shop integration.
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Best AI Product Photo Tool 2026: The 6 Criteria That Actually Matter
Which AI product photo tool is best in 2026? Not a ranking — the 6 criteria that matter for e-commerce: product fidelity, platform rules, batch, integration.
How to Optimise Shopify for ChatGPT and AI Shopping
Help Shopify products become discoverable in ChatGPT and other AI search tools with crawler access, structured product data, FAQs, feeds, and measurable checks.
How to Write Product Descriptions with AI: A Facts-First Workflow
Create AI product descriptions without invented claims: fact sheet, benefit translation, brand voice, channel format, and a reviewable approval process.
Shopify SEO
Titles, descriptions, collections, and Shopify-specific ranking.
Amazon Listings
Bullet points, A+ content, Buy Box, and keyword research for Amazon.
Amazon Rufus: How the AI Assistant Reshuffles Listings
Rufus is Amazon's AI shopping assistant — and it increasingly decides which products get recommended to a buyer. What Amazon officially confirms, where Rufus pulls its data from, and how to write your listing accordingly without falling for guesses.
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.
AI Photography
Backgrounds, lighting prompts, and marketplace image rules.
Best AI Product Photo Tool 2026: The 6 Criteria That Actually Matter
Which AI product photo tool is best in 2026? Not a ranking — the 6 criteria that matter for e-commerce: product fidelity, platform rules, batch, integration.
AI Product Images: What Amazon, Shopify and Etsy Actually Allow
Are AI-generated product photos allowed on Amazon, Shopify and Etsy? A platform-by-platform breakdown with concrete rules, exceptions, and what can lead to account suspension.
Conversion
CRO, copy frameworks, trust signals, and sales psychology.
AI in Commerce
AI in e-commerce, automation, and operations.
Best AI Product Description Tool 2026: 7 Criteria, Not a Ranking
Which AI tool writes the best product descriptions? Seven criteria for merchants: factual accuracy, channel rules, brand voice, batch processing and shop integration.
How to Write Product Descriptions with AI: A Facts-First Workflow
Create AI product descriptions without invented claims: fact sheet, benefit translation, brand voice, channel format, and a reviewable approval process.
How to Automate Product Copy for 100 to 10,000 Products
A practical workflow for automating product copy at catalogue scale: data cleanup, templates, batch generation, quality control, and shop publishing.
Otto Marktplatz Listing Optimisation: The Complete 2026 Guide
Otto is the #2 marketplace in DACH after Amazon — but the listing rules are completely different. What you need to know as a seller in 2026: requirements, fees, listing structure, what Otto buyers want, and where to save your effort.
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