Key takeaways
- ChatGPT Shopping is nowhere near universal. Profound's own research on 2 million prompts found shopping surfaces fire on roughly 8.82% of prompts, and 79% of prompts never trigger shopping in nine months of tracking, so the platform you pick needs to tell you which prompts are in the reliable 6% tier, not just whether shopping exists.
- Google AI Mode has a self-preference problem worth tracking on its own: Promptwatch's citation data shows google.com alone captured 7.31% of all AI Mode citations in June 2026, more than YouTube and Reddit combined, which means Merchant Center and Business Profile optimization now double as direct GEO levers.
- Several big-name platforms, including Profound and Semrush, gate Google AI Mode tracking and ChatGPT Shopping analytics behind custom-quote Enterprise tiers. Peec AI is the exception, letting you pick AI Mode as one of three tracked engines on its $95/month entry plan.
- Product feeds are starting to win over scraped PDPs inside ChatGPT Shopping. Profound's deep dive into 1 million+ shopping offers found feed-sourced products appear as the #1 offer 99.9% of the time, yet 88% of all offers still come from web PDPs, so a platform that distinguishes feed vs. PDP sourcing is genuinely useful, not a nice-to-have.
- If you're an ecommerce brand tracking SKUs specifically, generalist trackers won't cut it the same way product-level tools like Alhena AI or Ranketta will.
Why ChatGPT Shopping and Google AI Mode need their own tracking strategy
Most "AI visibility" tools were built to answer one question: does ChatGPT mention my brand? That's a reasonable place to start, but shopping surfaces behave differently from plain-text citations, and treating them the same way misses most of what's actually happening.
ChatGPT's shopping module doesn't appear consistently. It's a toggle OpenAI flips on and off for categories, and Promptwatch's tracking shows the overall shopping-trigger rate roughly doubled overnight in late May 2026 before falling back weeks later. That's not organic growth, that's OpenAI tuning a feature. A visibility platform that only checks "does my brand show up" once a week will miss the window entirely.
Google AI Mode is a different animal again. It doesn't return a results page, it synthesizes an answer from 3 to 5 product picks after running what Google calls micro-searches, breaking a query like "waterproof bag for a Seattle weekend trip" into sub-checks on weather, bag size, and material. There's no page 2 to rank on. You're either one of the 3-5 picks or you're invisible, and the Merchant Center feed quality seems to matter more than classic keyword optimization here.
If you want to read more on how AI shopping behavior is shifting month to month, Promptwatch's own research on ChatGPT Shopping feature usage and the Google AI Mode citation share for June 2026 are both worth bookmarking, since the numbers move fast and most third-party guides quote stale figures.
What actually separates these platforms
Before comparing specific tools, it helps to know what questions to ask a vendor, because "we track ChatGPT and Google" is marketing language that papers over real gaps.
Does it distinguish AI Mode from AI Overviews?
These are two different surfaces inside Google. AI Overviews is the summary box above organic results; AI Mode is the full conversational search experience. A lot of tools lump both under "Google AI" tracking, which hides whether your product is winning the harder, more commerce-heavy AI Mode surface or just the easier Overviews snippet.
Does it track shopping specifically, or just text mentions?
Shopping tracking means seeing whether your product rendered as a card with price, image, and rating, or whether your brand was just named in a sentence. Profound calls this rendering analysis, and it's the difference between "we're visible" and "we're actually driving a click."
Is Enterprise pricing required for the features you need?
This is the part most comparison articles skip. Profound restructured its pricing in mid-September 2026 around its Series D, removing the self-serve Starter and Growth brand plans entirely. What's left is a free 7-day trial covering only 3 engines (ChatGPT, Gemini, Google AI Overviews, no AI Mode), plus a custom-quote Enterprise tier that's the only place you get Google AI Mode, ChatGPT Shopping analytics, and all 9 tracked engines. Semrush follows a similar pattern: the $99/month AI Visibility Toolkit doesn't include AI Mode or ChatGPT Shopping, those live in Enterprise AIO with