Terminal
Creative Algorithm
Cluster Mapping
Cluster Brain
Angle Hypothesis
creatives.
🗑️
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Brazil Direct Response Hackers
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Creative Algorithm©
Cluster Mapping©
Cluster Brain©
Angle Hypothesis©
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Creative Algorithm©
Confidential · Proprietary Method
creative algorithm©
every winning creative, decoded into measurable variables that predict scale.
16 52 5 12
creative · in video
#•••••••• t = ••.•s
performance signal
$•.•msold
analysis · out v2 · 4 tiers
layered timeline ·
creative dna · 16 d1..d16
D1
D2
D3
D4
D5
D6
4 / 12
risk
risk
win
info
analyzed · •.• · · +•.• · flags 4/12 creative algorithm© cluster mapping©
Confidential · Proprietary Method
cluster mapping©
audiences grouped by behavior · intent · identity — not demographics.
53 8 4 2
vertical · in market
vertical
geo · ·
tam · 53 clusters
addressable
53ad sets
cluster map · out
cluster map ·
selected
families · 8 f1..f8
7
9
8
8
4
5
7
5
selected cluster #•• / 53
urg •.• frame •.•
mapped · vertical · 53 clusters · 8 families · 53 ad sets ready cluster mapping© cluster brain©
Confidential · Proprietary Method
cluster brain©
a knowledge graph of audience psychology — graph-stored, navigable, AI-ready.
14.8k 38.4k 8 6
sources · in streams
live ingest
live
••,•••
••,•••
•,•••
•,•••
•,•••
•,•••
total in ••,•••
enriched
••,•••nodes
knowledge graph · out bidirectional
knowledge graph ·
selected
entities · 8 e1..e8
2,180
3,440
2,090
1,860
1,140
1,520
980
1,610
selected node 28 edges
type deg 28 sources 6
sample edges
cluster #• ·
enriched · 14,820 nodes · 38,440 edges · 6 sources · 53/53 clusters cluster brain© angle hypothesis
Confidential · Proprietary Method
angle hypothesis©
every creative declares its parents. hypotheses are explicit · before the ad runs.
24 41 6 4 7
round · in
round
07 / live
cluster #• ·
•••
••
• rpts
origin
cohort
topology
cycle
hypotheses live
4angles testing
dag · out topological
creative dag ·
selected
B A C D h b v h b v h b h b v2 v1 v3 v4 v5 L7
node types · 8 6 layers
L1 3
L2 3
L3 4
L4a 4
L4b 4
L4c 2
L5 5
L6 1
selected node id · ••• · v•
parents · 1
children · 6
round 7 · live · 24 nodes · 4 hypotheses testing · winner · +•••% angle hypothesis© trycreatives.com
home
spy
brain
growth
copy
cut
data
c
creatives
the creative intelligence platform
spy
spy
brain
brain
growth
growth
copy
copy
cut
cut
data
data
the engines behind the apps · 4 proprietary · 6 production
round 7 · all live
e1 · video + image live
creative algorithm©
847 creatives decoded · 90d
feeds spy cut
•.•
e2 · audience live
cluster mapping©
53 behavioral clusters · 8 families
feeds growth brain
vertical · ad sets 53
e3 · knowledge live
cluster brain©
14.8k nodes · 38.4k edges
feeds brain copy
6 sources · 90d coverage 53/53
e4 · method live
angle hypothesis©
24 nodes · round 7 · dag
feeds copy cut data
4 angles testing winner +•••%
all live · 4 engines · 6 apps · round 7 · last sync 2m ago trycreatives.com v3.1

if you run a dtc brand past $1M/month, watch cac climb every quarter, and your creative team can't keep pace with the spend — this is for you. everyone else closed this tab two scrolls ago.

you don't need us to explain the bottleneck. you lived it this week. the budget was there. the good creative wasn't. it never scales as fast as the money.

AI didn't learn to make ads (yet). it learned to do the synthesis — cluster research, media data, winning patterns, angles, hypotheses — all turning into structured creative in hours, not weeks. that was the layer locked in human hands. that's the one that finally broke open.

we turned that layer into a living, working system.

cluster mapping© to understand who actually buys in your vertical (not by demographics — by behavior, the way meta groups them).

cluster brain© to understand what each group thinks, feels, fears, and wants — all in a living graph database.

creative algorithm© to break every video content and ads down into success patterns — and reveal what works, what burns budget, and which angles have never been tested.

creative roadmap© to cross-reference all of it and show which combination — cluster × angle × format × offer — to attack first. every piece tied to a hypothesis, every hypothesis measured, every learning turned into playbook.

i'm not just another amateur. it's 7 years obsessively in front of the screen, ~$10M in spend managed, thousands of ads tested.

i've been involved in every major brazilian dtc case.

gummy hair — a 9-figure-a-year dtc brand in brl.

emerge ventures, the only brazilian private equity firm focused on dtc brands, reporting to a former mondelez cmo.

vhita.com.br, guday.com.br, liquidz.com.br, nuture.com.br … always reporting to ceos.

and in 2026 i was heads-down building the creative-validation function at the world's largest nutraceutical US operation ($400M/yr), HW Publishing.

i started at 17. a $240 credit card my mom lent me, one brand, 10,000+ customers from scratch. i've been obsessed with excellence in this process ever since.

so that's it. we have just 1 spot left in our acceleration program. the last of 2026. one dtc brand, 90 days with the whole system running — from cluster mapping to the creative playbook© that stays with you when we leave. if you scrolled this far, you already know if it's you.

— Caio Ferreira · /caiogrit on Linkedin
Co-founder & CEO, drhckrsCaio Ferreira

we'll be in touch.