Learn GEO · EP 07 · Members only
ChatGPT vs Perplexity vs Google AI Overviews — where do your customers ask?
A comparison of the three AI search surfaces e-commerce customers meet. How each one builds its answer, and where sellers should respond first.
⏰ The 30-second version
- Customers meet AI search in roughly three places — ChatGPT (conversation), Perplexity (sources), and Google AI Overviews (top of search).
- All three build answers from web content, but they differ in how they show sources. Perplexity and Google expose source links, so you earn clicks; on ChatGPT, the brand mention itself is the win.
- Prioritize by where your customers already are — for e-commerce, start with Google AI Overviews + ChatGPT.
- Good news: all three reward the same kind of content, so write it well once and you cover all three surfaces at once.
Three surfaces, three personalities
| ChatGPT | Perplexity | Google AI Overviews | |
|---|---|---|---|
| How you meet it | Customer chats directly | Customer searches directly | Appears automatically when you Google |
| Answer format | Conversational recommendation | Answer + source cards | Search summary + sources |
| The seller's win | Brand mention | Cited source → click | Cited source → click |
| Monthly search vol. (tool name) | — | 368,000 | 320 (+27%) |
ChatGPT is a surface where the mention is everything. The effect is less about link clicks and more about the customer learning your brand. Perplexity is the reverse — sources are the star, so getting cited drives real traffic.
:::viz sim surface="perplexity" question="Is a protein shake okay as a breakfast replacement?":::
Google AI Overviews operates at a different scale. The customer doesn't go looking for AI — the Google they always use pushes AI at them first. For e-commerce sellers, it's the surface where the impact hits fastest.
Keep reading
From here on,
it’s members only.
Every article + unlimited scans + up to 10 drafts a month.
Refresh this page after paying and it opens up
So how many of these
is your website actually answering?
Find out in 1 minute across 30 customer questions — free, no signup.
Run my free scanBulti membership
Every article + unlimited scans + 10 drafts a month — $14.99/month
Next up
What kind of content does AI quote? Start with how the answer gets built