For e-commerce sellers

Don’t stock it until you’ve checked it

Get a buying-intent estimate before you commit cash to inventory, ad spend, or product photography.

Free. No signup required. Results are shareable.

Estimate ready
54%
Mixed signal

likely to buy

Definitely yes
18%
Probably yes
40%
Not sure
22%
Probably no
14%
Definitely no
6%

Top signal: Parents and higher-income households respond best to this offer.

60saverage time to result
5-point scaleLikert-based purchase-intent scoring
Peer-reviewedmethodology from arXiv:2510.08338

Check demand quickly

Get a directional signal before you commit cash to stock, creative, or promotions.

See likely interest

Understand how many people are likely to buy and where interest starts to drop off.

Improve the offer

See what to adjust in the product, pricing, or pitch before launch.

Before you invest in inventory, product photography, or ad spend, WouldTheyBuy gives you a research-backed demand signal built on the methodology from Semantic Similarity Rating (arXiv:2510.08338, Maier et al., 2024). You get a purchase-intent score on a 5-point scale with demographic breakdowns showing which customer segments — by age, income, and shopping habits — are most likely to buy. Use it to test ecommerce product ideas, check product demand across different price points, and validate products before committing to inventory. The whole process takes about 60 seconds and is completely free.

How it works

1

Describe the product

Share what you want to sell, who it is for, and the planned price.

2

Review the estimate

See likely demand, audience breakdowns, and which segments show the strongest interest.

3

Refine before you order

Adjust the angle, bundle, or price based on signals — before you spend on inventory or ads.

Frequently asked questions

Can I test a product before I add it to my Shopify store?+

Yes — that is exactly what WouldTheyBuy is for. Describe the product and your target price, and get a purchase-intent estimate in 60 seconds, before you invest in inventory or listing photography.

How does this compare to running a test ad?+

Test ads cost money and measure clicks, not buying intent. WouldTheyBuy gives you a research-backed purchase-intent score on a 5-point scale with demographic breakdowns — for free, in about a minute.

Is WouldTheyBuy free?+

Yes, completely free. No signup, no credit card, no hidden fees.

Can I test different price points for the same product?+

Yes. Run separate tests at different prices and compare the scores to find the price point with the strongest buying signal before committing to inventory.

Test before you invest

One quick check before you place that next order or launch that next ad.