I found exactly which sources ChatGPT uses to recommend my Shopify store competitor. Here is how I used that to outrank them.
Most Shopify merchants assume AI visibility is something you cannot control. You either show up in ChatGPT answers or you do not. Turns out that is completely wrong.
I ran my competitor's store through Shoptank and it showed me every single source ChatGPT and Perplexity are using to recommend them. Not general advice. The exact sources. The exact URLs. Ranked by impact.
Here is what came back for one query in the running and anti-chafe niche.
Competitor was the number one high impact source. Cited by both Perplexity and Claude for multiple queries. That one site has more AI engine reach than anything else in this category. Getting a product mention there is the single highest return move available right now.
YouTube was number two high impact. Perplexity is actively pulling YouTube videos to answer product questions for runners. One product demonstration video targeting the right question and you are inside a source AI already trusts.
runnersworld.com was medium impact. A mention in their gear or training content puts your brand in a source AI engines consistently pull from in this niche.
Reddit was also medium impact but completely free. Perplexity mines running subreddits actively. Answering the right thread authentically with your brand is a same-week move that can change your AI search position within days.
Shoptank also generates a full competitor outranking game plan automatically. It tells you which five sources to get into and exactly how to open each opportunity.
How to outrank competitor on ChatGPT using Shoptank
The merchants showing up in ChatGPT answers right now are not doing anything complicated. They are just in the right sources. Now you can see exactly which ones those are.
App link: https://apps.shopify.com/shoptank
Happy to answer questions about how to find the right sources for your specific niche in the comments.