BuyerPanel

How it works Features Accuracy Get started

~90% as accurate as a human panel

$0 ad spend to find your winner

See what converts before you spend a cent.

Ads, landing pages, email, any copy. A panel of synthetic buyers ranks each on real purchase intent, then evolves it from your live results.

AdsLanding pagesEmail & subject linesTaglines & hooks

Upload your adScore it free

Free to start. Upload an ad or paste any copy, scored in minutes.

app.buyerpanel.co/ranked

RankedScoresKill list

DriftLight - Sunrise, not sirens

TOP PICK

benefit-led · problem aware · static

3.60 /5

PURCHASE INTENT

DriftLight

94%

WOKE BEFORE THEIR ALARM

From jarring to gentle.

Start your mornings

3.6/5.0

WINNER · TOP PICK

Sunrise, not sirens

+0.4%

vs #2

INTENT DISTRIBUTION

Strong no

Likely no

Neutral

Likely yes

Strong yes

⚠ TOP OBJECTION

“$129 is a lot for an alarm clock - I’d need proof it beats my phone.” - Maya, skeptical shopper

↗ CONVERSION DRIVER

“‘Wake to light, not noise’ is the first thing that sounds genuinely different.” - Devon, chronic snoozer

How it works

Create. Test. Evolve.

From a one-line brief to real-world results, scored by the panel at every step.

CREATE

One sentence in, ranked concepts out

Describe what you sell, or upload references, and BuyerPanel writes angle-varied concepts for you.

01Sunrise, not sirens3.6

02The 6am you don’t dread3.4

03Five alarms isn’t a system3.1

TEST

Proven before $1 is spent

A panel of synthetic buyers scores every concept on real purchase intent, in minutes and for $0.

3.6/5.0

Panel verdict

10 buyers · purchase intent

EVOLVE

Winners mutate, losers die

Feed your live results back in and the next generation climbs, round after round.

Gen 1Gen 2Gen 3

Every round, winners feed the next, so the score keeps climbing.

Proven accuracy

As accurate as a real human panel, for $0 in ad spend.

~90%

as accurate as a human panel

Agrees with people about as well as people agree with each other.

ad spend to get the score

Survey-grade signal in minutes, before you fund a single thing.

HOW OFTEN THE PANELS AGREE

Human panel vs human panel

100%

BuyerPanel vs human panel

~90%

Minutes, not survey weeks

Every score, on any asset

Trust the score on ads, landing pages, email or any copy before you spend a cent.

Audience panel

You pick the buyers. They judge the ads.

Choose a ready-made panel, upload your own platform data, or describe your buyers in a sentence. No ad-platform audience required.

Ready-made audiences

Young pros

25-34 · US

New parents

25-40 · US

City breakers

25-40 · EU

Wellness women

28-42 · US

Retirees

65-80 · EU

Luxury

35-60 · US/EU

Describe your own: UK city-breakers, short on time, book after reading reviews…

Build my panel10 buyers

Devon Okafor

Chronic snoozer

4.0

“‘Wake to light, not noise’ is the first thing that actually sounds different. I’m in.”

Maya Chen

Skeptical shopper

2.8

“$129 is steep for an alarm clock - I’d need proof it beats my phone across the room.”

Priya Nair

Busy founder

3.4

“The calm-morning promise is something I’d click to learn more about - I just want the price first.”

Panel voices

Ten buyers, thinking out loud.

Read why each buyer would (or wouldn’t) click, in their own words. Every objection and every driver, scored 1-5.

Intent distribution

One number up top.Ten buyers underneath.

See where all ten buyers land, from strong-no to strong-yes, so a 3.6 /5 tells you who to win over next.

3.6/5.0

Purchase intent, 10-buyer panel

Strong no

Likely no

Neutral

Likely yes

Strong yes

Finished ads, panel-scored

Your top angles, designed and ranked.

BuyerPanel turns your winning concepts into finished creative, each one scored before it ever runs.

3.6 /5

DriftLight

From jarring to gentle.

Start your mornings

3.4 /5

DriftLight

The 6am you don’t dread.

$129 · free returns

3.1 /5

DriftLight

Five alarms isn’t a system.

Get DriftLight

Everything it does

One workspace, the whole ad loop.

Everything from the first brief to the campaign you scale, in one place.

CORE ENGINE

~90%

of human test-retest reliability. Free-text buyer reactions become a 1-5 purchase-intent score, with named voices, the full distribution, and the top driver and objection.

Human vs human100%

BuyerPanel vs human~90%

Create & rank

Angle-varied concepts, finished-image render (multiple models + your logo), then Evolve toward a target. Hooks ×8, UGC & avatar video, creative briefs, and Send to Meta as paused drafts.

Test your own ad

Upload a finished ad and get the full panel report back. No generation needed.

Copy Lab

Score any short copy: subject lines, headlines, CTAs, taglines, hooks, then Evolve it.

Landing pages

The panel reads each page as a post-click visitor and returns the top conversion fixes.

Audience

Build a panel from a description, platform data, or a ready-made set, saved and named.

Results & Copilot

Upload Meta results; winners feed the next round and you approve each pause, scale or refresh.

Forecast

Project each campaign forward with trend, weekly rhythm and an uncertainty band.

A/B scheduler

Auto weekly or monthly re-tests of a saved ad, with drift vs baseline.

Weekly digest

Opt-in email: runs, best score vs last week, and credits used.

Library & Overview

Every run saved and reopenable, a cross-run leaderboard, and an Overview dashboard.

Teams & collaboration

Shared workspace with editor and viewer roles, expiring email invites and an activity feed.

See what converts before you spend a cent.

Create. Test. Evolve.

As accurate as a real human panel, for $0 in ad spend.

You pick the buyers. They judge the ads.

Ten buyers, thinking out loud.

One number up top.Ten buyers underneath.

Your top angles, designed and ranked.

One workspace, the whole ad loop.

Meet the panel before your customers do.