Swarm intelligence for performance marketing

Testyouradson
a million minds first.

Nivera simulates how real audiences scroll, stop, click and buy — so you know which creative wins, who it reaches and where your funnel leaks before you spend a single dollar on Meta, TikTok or Google.

0.0B
adults represented across 8 markets
0k
census-backed personas
~0
minutes to a ranked winner
Meta AdsInstagramTikTokGoogle AdsYouTubeFacebookPinterestSnapchatLinkedInMeta AdsInstagramTikTokGoogle AdsYouTubeFacebookPinterestSnapchatLinkedIn
The problem

Today, you learn what works by paying to fail.

Agencies burn 20–40% of every launch budget on creatives that never had a chance. And with Andromeda, the creative is the targeting — you only discover who it reaches after the money's gone.

The old way
  1. Day 0Launch 8 creatives at $50/day each
  2. Day 3Stuck in learning phase, $1,200 spent
  3. Day 7Two winners emerge. $2,800 spent
  4. Day 8Still no idea why — or who it reached
$2,800 and a week to learn what didn't work.
With Nivera
  1. 0:00Upload 8 creatives + landing page
  2. 0:402,000 personas scroll a simulated feed
  3. 3:10Ranking settles with 95% confidence
  4. 4:00Report: winner, audience, fixes — and why
Launch only the winners. Spend on scale, not on discovery.
How it works

From upload to answer in five steps

1

Drop in your creatives

Images, videos, hooks, captions, offers — up to 10 variants per test. Video is understood frame-by-frame, sound included.

2

Define the audience — or go broad

Pick age, gender, interests and geo, or run Advantage+-style broad and let the swarm show you who bites.

3

The swarm scrolls, clicks and checks out

Thousands of personas see your ad in a realistic feed, click through to your real landing page and walk your checkout.

4

See who reacts — and why

Rankings with confidence intervals, segment heatmaps, interest lift, funnel leaks and the reasons behind every click.

5

Interview your audience

Ask any persona why they scrolled past, what would make them buy, or what broke on your landing page.

What you can test

Every lever between the scroll and the sale

Test one variable or twenty. The swarm walks the whole journey: feed → hook → click → page → checkout.

Static images
Thumb-stop, clarity, visual hierarchy.
Video & hooks
First-3-second hold, pacing, payoff timing.
Captions & headlines
Copy angles, length, claims, CTAs.
Offers & pricing
Discount vs value framing, urgency, bundles.
Landing pages
Ad-to-page match, trust signals, load friction.
Checkout & lead forms
Field count, surprise costs, drop-off points.
UGC · 7-day glow-up
CTR1.35%Winner
Before / After split
CTR0.54%#5
Dermatologist founder story
CTR0.80%#3
30% off launch week
CTR2.24%#2
Ad + funnel, together

Your ad can win the click and still lose the sale.

Every persona who clicks walks your real landing page, product page, cart and checkout — carrying the promise your ad made. So you rank creatives by true cost per purchase, and see exactly where the money leaks.

30% off launch week
Sees the ad
CTR 2.2% — the best click rate
Landing page on mobile
Landing page
77% of clickers leave
Product page on mobile
Product page
14% of clickers leave
Cart on mobile
Cart
4% of clickers leave
Lumen🔒 Secure checkout
Create an account to continue
Email
maya.k@gmail.com
Password
••••••••
Shipping address
Full name
Address
City
ZIP
Lumen Glow Serum · 30 ml$38.00
Launch discount −30%−$11.40
Shipping$6.95
Total$33.55
Continue to payment
Checkout
4% of clickers leave
Judged on clicks: “30% off launch week” wins

Highest CTR. But ad promises 30% off — the discount only appears at checkout — only 0.9% convert. True CPA $56.

Judged end-to-end: “UGC · 7-day glow-up” wins

2.8% of its clicks convert. True CPA $30 — 1.8× cheaper per purchase.

The Andromeda view

See who the algorithm will find — before it finds them.

Meta's Andromeda matches ads to people based on the creative itself. Nivera predicts that delivery: which segments your ad will gravitate to when you go broad, and which interests over-index.

CTR by age × gender
UGC · 7-day glow-up
Creative A
Female
Male
Non-binary
18–24
25–34
35–44
45–54
55+
0.2%
2.5%
Predicted delivery when you go broad
Where clicks come from vs. who's in the audience · index 100 = parity
Share of predicted clicks Share of audience
Skincare devotees
290
Gen-Z trend chasers
167
Budget-savvy students
94
Fitness-first
63
Clean-living wellness
54
It learns

A swarm that gets sharper with every launch

Simulation works from day one. Coming soon: connect your ad account and every real campaign recalibrates your brand's audience — so predictions converge on how Meta actually delivers and how your customers actually buy.

Simulate

Personas react to your ad and funnel before launch.

Launch winnersSoon

Push the winners to Ads Manager as paused drafts.

Pull real resultsSoon

Delivery breakdowns, CTR, CPA and funnel data come back.

CompareSoon

Predicted vs. actual — by segment, placement and creative.

RecalibrateSoon

Your brand audience is re-weighted and new personas fill the gaps.

Calibration is in development. When it launches, we'll show predicted-vs-actual accuracy on your own campaigns — not ours.

Not just numbers

Every click comes with a reason

Each persona explains what made them stop, scroll, click or bail. Then you can ask them follow-ups.

ZR
Zoe R. · 22
barista, Philadelphia
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

ER
Elena R. · 34
account manager, San Francisco
Clicked

“Something felt off at checkout.”

ES
Elena S. · 31
nurse, Chicago
Stopped

“The hook worked on me — just not the right moment.”

MK
Maya K. · 42
consultant, San Francisco
Stopped

“"I'm a dermatologist. Here's what I put o…" got my attention, but I'd want proof before clicking.”

VV
Victor V. · 58
consultant, Minneapolis
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

EF
Ethan F. · 41
product manager, Seattle
Stopped

“Saved it for later. Maybe.”

HH
Hugo H. · 28
bartender, Phoenix
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

HM
Hannah M. · 42
pharmacist, Columbus
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

CY
Casey Y. · 19
college student, Chicago
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

ZR
Zoe R. · 22
barista, Philadelphia
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

ER
Elena R. · 34
account manager, San Francisco
Clicked

“Something felt off at checkout.”

ES
Elena S. · 31
nurse, Chicago
Stopped

“The hook worked on me — just not the right moment.”

MK
Maya K. · 42
consultant, San Francisco
Stopped

“"I'm a dermatologist. Here's what I put o…" got my attention, but I'd want proof before clicking.”

VV
Victor V. · 58
consultant, Minneapolis
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

EF
Ethan F. · 41
product manager, Seattle
Stopped

“Saved it for later. Maybe.”

HH
Hugo H. · 28
bartender, Phoenix
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

HM
Hannah M. · 42
pharmacist, Columbus
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

CY
Casey Y. · 19
college student, Chicago
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

OW
Olivia W. · 32
UX designer, Dallas
Stopped

“Saved it for later. Maybe.”

TL
Tara L. · 40
operations lead, Columbus
Stopped

“Owns the clean-beauty niche — yeah, that's what made me stop.”

PB
Priya B. · 31
account manager, Nashville
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

AR
Alex R. · 35
nurse, Boston
Stopped

“Highest thumb-stop of the statics — contrast pops in feed — yeah, that's what made me stop.”

TP
Theo P. · 20
stylist, San Francisco
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

GC
Grace C. · 28
account manager, Austin
Stopped

“Watched it. Liked it. Not buying a vitamin c glow serum right now though.”

KL
Kayla L. · 49
product manager, Phoenix
Stopped

“Owns the clean-beauty niche — yeah, that's what made me stop.”

PF
Paul F. · 35
software engineer, Nashville
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

DR
Daniel R. · 35
operations lead, Philadelphia
Stopped

“Saved it for later. Maybe.”

OW
Olivia W. · 32
UX designer, Dallas
Stopped

“Saved it for later. Maybe.”

TL
Tara L. · 40
operations lead, Columbus
Stopped

“Owns the clean-beauty niche — yeah, that's what made me stop.”

PB
Priya B. · 31
account manager, Nashville
Stopped

“Authority hook converts skeptics others lose — yeah, that's what made me stop.”

AR
Alex R. · 35
nurse, Boston
Stopped

“Highest thumb-stop of the statics — contrast pops in feed — yeah, that's what made me stop.”

TP
Theo P. · 20
stylist, San Francisco
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

GC
Grace C. · 28
account manager, Austin
Stopped

“Watched it. Liked it. Not buying a vitamin c glow serum right now though.”

KL
Kayla L. · 49
product manager, Phoenix
Stopped

“Owns the clean-beauty niche — yeah, that's what made me stop.”

PF
Paul F. · 35
software engineer, Nashville
Stopped

“Cute, but I'd wait for a discount on a vitamin c glow serum.”

DR
Daniel R. · 35
operations lead, Philadelphia
Stopped

“Saved it for later. Maybe.”

Pricing

Cheaper than one wasted test budget

Start free with a preview on your own ads. Credits unlock full tests — pick a plan or pay as you go. Cancel anytime.

Free

See it work on your own ads before you pay anything.

$0/ month
Start free
  • 2 free previews every month
  • 100 personas · 1 creative per preview
  • Every feature: funnel review, report, persona chat
  • Unlock any preview with credits
Lite

For founders testing a few ads a month.

$16/ month
billed annually ($190/yr)
Start with Lite
  • 20 credits / month (~2 full tests)
  • Up to 12,000 personas per test
  • Ad + landing page + checkout testing
  • 8 markets
Most popular
Pro

For brands launching every week.

$66/ month
billed annually ($790/yr)
Start with Pro
  • 95 credits / month (~10 full tests)
  • Everything in Lite
  • Rewrite → re-test on the same personas
  • Share links and PDF reports
Growth

For teams and agencies testing at volume.

$124/ month
billed annually ($1,490/yr)
Start with Growth
  • 190 credits / month (~21 full tests)
  • Everything in Pro
  • Multiple workspaces (one per client)
  • Lowest price per credit
Enterprise

For large brands and regulated teams.

Custom
Contact us
  • Custom credit volume
  • SSO / SAML, audit logs
  • Data-residency options
  • DPA & security review

Or pay as you go: $1.20 per credit ($5 minimum) — unlock just the test you need. A typical full test (3 creatives, 2,000 personas, funnel) is 13 credits, including a 4-credit deep check that's refunded if it isn't needed. You always see the exact amount before launching.

Trust & privacy

Modelled on real audiences. Built without anyone's data.

Built for agencies' unreleased campaigns and brands' customer data. Here's how we protect both.

Synthetic, never scraped

Our personas are statistically modelled on platform audiences using census, survey and licensed aggregate data. We never collect, scrape or buy real Instagram, Facebook or TikTok user profiles.

Your creatives stay yours

Unreleased creatives and landing pages are encrypted in transit and at rest, isolated per workspace, and never used to train shared models unless you opt in. Delete anything, anytime.

Accuracy you can audit

Predictions come with confidence intervals and every persona's reasoning. Coming soon: connect your ad account to see predicted vs. actual on your own campaigns — winner hit-rate, delivery mix, CPA ranges.

Privacy-first customer data

When you connect your own user data, we build composite personas from groups of users — never one-to-one copies of a real person — and keep only aggregated features.

Designed for GDPR & CCPAEncryption in transit & at restNo training on your data without opt-inSOC 2 Type II — planned

Not affiliated with, endorsed by, or using data from Meta, TikTok or Google.

FAQ

Questions we get every day

No. Every persona is synthetic — generated to match the statistical make-up of each platform's audience (age, gender, location, interests, habits, buying behaviour). No real person's data or profile is used. That's also why we can show you each persona's full reasoning.

Stop paying to find out.

Run your next creative sprint through the swarm first. Launch only what wins.