Generative engine optimization tool
A generative engine optimization tool for Shopify
You can’t optimize what you can’t see. TrackGPT is the measurement side of GEO for Shopify stores: it tracks your rank and share of voice in ChatGPT shopping answers so your GEO work has a scoreboard.
GEO needs a measurement layer
Generative engine optimization is the work of getting recommended by AI assistants instead of just ranked by search engines. Any GEO effort (cleaner product data, better structured content, sharper positioning) runs blind without a way to check whether the answer changed. TrackGPT is that check: a GEO tool that measures your presence in ChatGPT’s shopping answers, before and after you make a move.
It’s deliberately a monitoring tool, not an autopilot. TrackGPT tells you where you stand and how it trends; the optimization decisions stay yours. That honesty is the point: a scoreboard you can trust beats a black box that promises rankings.
What this GEO software measures
Presence & rank
For every tracked prompt, whether ChatGPT names your brand and where you rank among all detected brands, by mention rate.
Share of voice
Your slice of the mentions versus competitors, so you can see who currently owns each recommendation and watch the gap move.
Before / after
Daily samples and weekly trends let you see whether a change to your store actually moved the answer, or didn’t.
A GEO scoreboard, with receipts
TrackGPT reads your Shopify catalog, generates the buying prompts your shoppers ask, and samples ChatGPT’s answer to each one every day. Rank is labeled rank-first: named second in 62% of the week’s samples reads #2 · 62%; never named reads — · 0% in gray, a gap to work on, not an error.
Every number drills down to the receipt: the exact ChatGPT answer, brands highlighted, sample count, and date, so you can prove what moved and what didn’t.
Why Shopify merchants use it for GEO
Generic GEO software makes you assemble your own prompt lists. TrackGPT installs as a Shopify app, reads your catalog, and tracks the prompts your products are meant to win, surfacing the competitors ChatGPT keeps recommending beside you so your GEO effort targets the answers that matter.
- Catalog-aware prompt generation from your live products.
- Per-prompt rank and share of voice against every detected brand.
- Fanout analysis of the sub-questions behind each shopping query.
- Weekly trends and sustained-change alerts, never single-day noise.
Honest scope
TrackGPT is monitoring-only and ChatGPT-only in v1. It measures your generative-engine visibility; it does not auto-generate files, rewrite your theme, or hand you an action plan. Sample counts are visible, estimates are labeled, and trends aggregate weekly. More answer engines are on the roadmap.
Frequently asked questions
What is a generative engine optimization tool?
A tool that helps you get recommended by generative AI assistants like ChatGPT. TrackGPT is the measurement side of GEO: it tracks your rank and share of voice in ChatGPT shopping answers so you can see whether your work is landing.
Does TrackGPT optimize my store automatically?
No. It's a monitoring tool. It measures your visibility in ChatGPT answers so your GEO decisions are data-driven; it does not edit your store, generate files, or produce action plans.
What is GEO versus SEO?
SEO targets ranking on search results pages. GEO targets being named in the answers AI assistants give. They overlap, but GEO's unit of visibility is a mention inside an answer, which is what TrackGPT measures.
Does ChatGPT recommend Shopify products?
Yes. Its shopping answers name specific brands and products, many sold on Shopify. TrackGPT samples those answers to show whether yours is one of them.
How often does it sample?
Each tracked prompt runs against ChatGPT daily. Answers vary, so we report weekly trends and never treat a single day as a result.
Which generative engines does it cover?
ChatGPT only in v1. The schema is engine-agnostic and more engines are on the roadmap; we never claim coverage we don't have.
Explore TrackGPT
Give your GEO work a scoreboard
Start free 7-day trialWeb + Shopify app · ChatGPT sampled daily · more engines coming