How to Write Product Titles for PMax and AI Shopping
Your product titles have to satisfy Google Performance Max and AI shopping assistants at once. Here's the title formula that works for both, with examples.
33 stories
Your product titles have to satisfy Google Performance Max and AI shopping assistants at once. Here's the title formula that works for both, with examples.
Generative engine optimization decides whether AI recommends your products. See how GEO differs from SEO, and what your product feed needs to stay visible.
Google's 8 conversational attributes feed its AI shopping surfaces directly. Here's what each field does and how to fill them so AI can find your products.
A broken product feed scored 28 for AI-readiness. See the cleanup that took it to 92, and what changed for Google Shopping and AI shopping surfaces.
Google's Merchant API replaces the Content API on August 18, 2026. Here's why the migration is really an AI upgrade — and how to get your feed ready.
How to apply for Perplexity Shopping: eligibility, the five-minute Merchant Program form, feed and schema requirements, and why data quality decides ranking.
A practical guide to applying for ChatGPT Shopping: the two ways in, the steps to get listed, and why feed quality decides whether your products rank.
Supplemental feeds were once optional. As AI shopping decides which products get recommended, they're now the cheapest way to make your feed AI-ready.
A UCP Score rates how AI-ready each product in your feed is, on a 0–100 scale. Learn what the number means and how to read your feed health at a glance.
Your Performance Max ROAS isn't a bidding problem, it's a feed problem. See how product feed optimization lifts ROAS, impression share, and CTR in PMax.
Product disapprovals pausing your Shopping ads? Learn how to fix the most common Google Merchant Center disapprovals and stop them from coming back for good.
Ranking first on Google won't get you into AI answers. Here's how ChatGPT, Gemini, and Perplexity decide which products to recommend, and how to qualify.
A practical guide to OpenAI's Merchant Program: feed spec, the 15-minute refresh cycle, the Agentic Commerce Protocol, and what Shopify sellers get free.
A step-by-step guide to the Perplexity Merchant Program: eligibility, application, feed requirements, ranking signals, and Shopify auto-integration.
A technical guide for merchants on getting products into Perplexity Shopping, ChatGPT Shopping, and Google AI Mode — and what each really requires.
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