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PandaFind
17labs
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Launching summer 2026

Finally, AI shopping that can actually search AliExpress so you can compare better, source smarter, and avoid overpaying.

ChatGPT and Claude are great at helping you think through what to buy, but AliExpress is hard to search well unless you know the right keywords and product wording. PandaFind gives them a direct AliExpress lane so you can describe what you want naturally, find specific products, compare options more intelligently, and catch overpriced reseller listings before you buy.

Direct AliExpress access
Search in plain language
Compare before you pay
Example check
“Is this Amazon gadget just an AliExpress product with a markup?”
Global
Higher-priced listing
Portable espresso maker
Marketplace reseller listing
Faster shipping, bigger markup
$39
Lower-priced alternative
Portable espresso maker
AliExpress direct listing
Comparable product, lower price
$14
Potential savings
$25
One thing PandaFind makes easier
Checking whether the expensive option is genuinely better, or just a common product being resold at a much higher price.

What It Unlocks

What changes when your assistant can finally search AliExpress properly.

01

Find AliExpress products your assistant normally misses

Instead of defaulting to Amazon and other mainstream stores, PandaFind gives your assistant a direct way to surface relevant AliExpress listings.

02

Search without mastering AliExpress keywords

If you need something niche like a tunable white LED strip or a very specific product variant, PandaFind helps your assistant turn normal language into much better AliExpress searches.

03

Compare options more intelligently

Use your assistant for the part it is already good at: narrowing down options, comparing tradeoffs, and helping you choose between similar listings.

04

Catch overpriced reseller listings before you buy

When a product is much cheaper on AliExpress than somewhere else, PandaFind helps you spot the gap and decide whether the premium is actually justified.

How It Works

From vague product need to better AliExpress options.

PandaFind is not just for price checks. It gives your assistant a better product discovery layer for AliExpress, so it can help with sourcing, comparison, and sanity checks inside the same conversation without you having to search like a marketplace power user.

1

Describe what you want in normal language

Paste a listing, mention what you saw, or describe the product type or variant you are looking for. You do not need the perfect AliExpress search terms.

2

PandaFind checks AliExpress directly

It queries AliExpress product data directly and uses AI context to turn your description into better marketplace searches instead of hoping the right result appears in generic web search.

3

Your assistant helps narrow down the options

You get cleaner titles, prices, images, and links so the assistant can compare likely matches and help you reason through the tradeoffs.

4

You decide what matters most

Sometimes the cheaper AliExpress option wins. Sometimes faster shipping or easier returns justify paying more elsewhere. PandaFind helps you see the difference.

Waitlist

Join the waitlist for summer 2026

We will email you when early access opens and when PandaFind becomes available in ChatGPT and Claude.

FAQ

Questions shoppers will naturally ask before trusting it.

How is this different from normal shopping answers in ChatGPT or Claude?

Generic shopping answers often favor what is easiest to find across the open web, and AliExpress often rewards much more specific search wording. PandaFind adds a direct AliExpress lane so your assistant can translate what you mean into better candidates there instead of defaulting to the usual stores.

Is PandaFind only useful for finding cheaper versions of products?

No. That is one strong use case, but not the only one. It is also useful when you want to find specific product types on AliExpress, compare similar listings, or use your assistant to narrow down better options inside a niche category.

Should I always buy the cheapest option PandaFind finds?

No. Sometimes faster shipping, easier returns, warranty, or seller trust are worth paying more for. PandaFind is there to help you compare with open eyes.

Does PandaFind sell products itself?

No. PandaFind is a search and comparison app. Purchases happen on third-party marketplaces and stores.

How does PandaFind make money?

Some outbound links may be affiliate links. That helps fund the infrastructure without increasing the price you pay.

Will PandaFind work with both ChatGPT and Claude?

That is the goal. The product is being positioned for both ChatGPT and Claude, with launch updates shared through the waitlist.