41%
Price felt high
412 buyers compared you with the $32 set in the same search row. Buyers aged 25–34 were the most price-sensitive.
Try $39, or name what the extra $9 buys.
AI-simulated buyer panel
Ask 1,000 buyers before you launch.
Paste your product page. A thousand simulated shoppers, built from real census data, see it next to your competitors and tell you who buys, who scrolls past, and why. Results in about a minute.
Free test, no sign-up. The live engine opens with launch; the panel below replays a sample test.
Sample test · 1,000 of 1,000 buyers answered
Example data
Point at any dot to hear that buyer.
A thousand opinions. About a minute. Free to try.
A focus group used to take weeks and cost thousands. Now you can test two titles, three photos or a new price before lunch, and keep the version more buyers choose.
What you get
Three things to fix, in plain words.
Every report ends with changes you can make today, ranked by how many buyers they win back.
19%
Photo hid the size
In a phone-sized search grid the set looked like a single cup. 188 buyers scrolled past before reading the title.
Lead with a hand-in-frame photo.
10%
One missing answer
96 buyers wanted to know if it survives the dishwasher. It does, but the page never says so.
Add it to the first line of the title.
Your title
Handmade Ceramic Pour Over Coffee Set
Suggested title
Ceramic Pour-Over Set for 2 · Dishwasher Safe · Fits Any Mug
How it works
A focus group in the time it takes to make coffee.
Paste your page
A link, or a title, photo and price. Nothing to install.
Step 2
Meet your buyers
We build 1,000 shoppers who match your market by age, income, region and habits, from public census tables.
Step 3
See who buys and why
Each buyer sees your product among competitors and makes a forced choice: yours, theirs, or neither.
Track record
We publish our predictions before the results.
Every month our simulated panels forecast national consumer surveys in the United States and Türkiye before they are released. Each forecast is time-stamped and never edited. Hits and misses stay on this page.
Soonuntil the next official release we forecast
| Survey | Release | Our forecast | Actual |
|---|---|---|---|
| US Consumer Confidence IndexThe Conference Board · Oct 2026 | 27 Oct 2026 | Publishing soon | — |
| US Consumer SentimentUniversity of Michigan · Nov 2026 preliminary | Mid-Nov 2026 | Publishing soon | — |
| Türkiye Consumer Confidence IndexTÜİK · Oct 2026 | 22 Oct 2026 | Publishing soon | — |
Straight answers
What simulated buyers can and cannot tell you.
Are these real people?
No. They are AI-simulated buyers. Each one is given a realistic life: age, income, region, budget and shopping habits drawn from public census data. Every report says so.
How accurate is it?
In published research on 57 real personal-care product surveys, this method reached about 90% of the agreement real people have with themselves on a retest. We track our own accuracy in public, above, and we say "can't call it" when the result is too close.
What is it good at?
Comparing options: two titles, three photos, two prices. Finding the questions buyers ask. Spotting a price that looks high next to competitors.
What is it not good at?
Predicting exact sales numbers, judging taste or smell, or replacing a real launch. Use it to pick the best version before you spend on ads.
What happens to my product data?
Your page text and photos are deleted after 30 days. We keep only anonymous results to make the buyers more accurate.
Do I need to connect my store?
No. Paste a link or the content yourself. We never ask for your store password.
Pricing
Start free. Pay when it helps.
Roughly half what other simulated-research tools charge.
Most sellers pick this
Seller
$10 / month
- 30 tests a month
- Compare up to 5 versions
- Cancel anytime