Your customers are asking AI what to buy — and AI isn't recommending you.
More and more shoppers use ChatGPT, Perplexity, and Google AI Overviews to research products before buying. If your Shopify store's blog content isn't structured for AI to cite, you're invisible to a growing chunk of your market.
The real problem:
- Thin blog posts that say "buy our product" without teaching anything useful
- No structured answers — LLMs can't extract recommendations from vague content
- Missing authority signals — no data, no comparisons, no FAQ sections that AI loves to cite
- Guesswork rewrites — you publish, hope, and rewrite from scratch when it doesn't work
What this tool does:
It takes your existing blog post and automatically improves it in small, measured steps — optimizing for the signals that make LLMs cite and recommend your content. Each change is scored against an LLM Visibility Rubric, and only improvements are kept.
Think of it like this:
Instead of guessing what makes AI recommend your store, this tool runs 10–100 rewrites automatically — adding structured headers, comparison tables, FAQ sections, and authority signals that LLMs look for — keeping only the versions that score higher.
What you can achieve:
- Get cited by AI — content structured so ChatGPT and Perplexity recommend your products
- Rank in AI Overviews — the new "position zero" that appears above traditional search results
- Build topical authority — comprehensive guides that establish your store as the expert
- Data-backed optimization — every change has a score, not just a gut feeling
This demo simulates the optimization loop with a matcha Shopify store example. The production version uses AI to generate, score, and refine your actual blog content for LLM visibility.