AEO and AI search, for people who run Shopify stores
Every claim on these pages is checked against a primary source, and the sources are listed at the foot of each one. Where the evidence says a popular tactic does nothing, we say so.
AEO for Shopify: what answer engine optimization actually involves
Answer engine optimization for Shopify stores: how ChatGPT and Perplexity read your product data, what actually changes your odds, and what is marketing noise.
The product data rules AI shopping surfaces actually publish
OpenAI's product feed spec sets hard limits, including a 150-character title maximum. What the published rules say, and how to check your catalog against them.
How Shopify products end up in ChatGPT shopping answers
Shopify Catalog syndicates your products to ChatGPT automatically. Here is what gets sent, what you control, and how to check your store is actually eligible.
Perplexity's Merchant Program, explained for Shopify stores
Perplexity runs a free merchant program where stores submit product catalogs for shopping answers. What it includes, how submission works, is it worth it.
Does llms.txt do anything for a Shopify store?
Google says it ignores llms.txt. Ahrefs found 97% of published files got zero requests. Shopify serves one by default. The evidence, and what to do instead.
How to write product titles an AI assistant can actually use
A product title tuned for Google is too short for AI shopping. What to include, how long to go, and the before-and-after pattern that fixes most catalogs.
Do meta descriptions still matter now that AI answers the question?
Meta descriptions were never a ranking factor and are not an AI shopping field. They still control your snippet and still earn clicks. What they are for.
Which AI crawlers to allow in robots.txt, and what each one does
The real AI user agents, what each does, and why blocking retrieval bots quietly removes you from AI answers. Includes the one everyone gets wrong.
IndexNow for Shopify: what it does, and what it does not
IndexNow pushes changed URLs to Bing, Yandex, Naver, Seznam and Yep. Google does not participate. Why it still matters for AI search, and how to use it.
How to measure whether AI assistants mention your store
There is no rank tracker for AI answers. Sampling is the only honest method. How to build a prompt set, what to record, and how to read the result.
Is FAQ schema still worth adding after Google retired FAQ rich results?
Google fully retired FAQ rich results in May 2026. FAQPage markup no longer produces rich snippets. Why structured answers still matter for AI retrieval.
How Entitled compares
Written from each app's own listing and documentation, with the observation date on every page and a section on where the other app is stronger. If a competitor is the better choice for you, these say so.
Entitled vs BOOSTER AI SEO + AEO OPTIMIZER
Booster is the category giant at 5,264 reviews. The deciding difference is ownership: by Booster's own docs, its meta tags vanish when you uninstall.
Entitled vs Tiny SEO Speed Image Optimizer (TinyIMG)
TinySEO is an image and page speed tool that grew into SEO. Entitled is a product data tool. Which you need depends on whether your problem is weight or words.
Entitled vs SEOLab: All in SEO
SEOLab lists a single free plan and the widest free feature surface in the category. The trade is precision and change control. What that means in practice.