Consensus feels safe. That's what makes it dangerous.
AI regresses to the mean. So do organizations. They approve what everyone agrees on, and that never reaches the top 5% that grow. SUPRA finds the root cause of growth and turns it into decisions in brand, innovation, communication, and pricing.
Strategy always drifts toward the average. In the AI era, it drifts faster.
When everyone agrees, that should worry you. AI hands you the plausible answer, the same one it hands your competitors. Your organization then polishes that answer until everyone nods. But the lowest common denominator was never going to win.
The numbers are brutal. Roughly 5% of brands grow. 5% of products survive. 5% of campaigns move the market. Best practice won't get you there, everyone owns best practice now. Growth comes from one thing neither AI nor your own experts can hand you: the real reason customers choose.
Truth before consensus. Consensus before execution.
Deep Implicit Research + Causal AI.
We measure the subconscious motives, barriers and value drivers behind real choices, then prove what actually moves demand, not what people claim moves them. Evidence, not opinion. And no black box: you see the causal logic behind every recommendation.
How Demand Architecture works →We turn that truth into P&L.
T-Mobile USA: 4× revenue at record profit. Sonos: a whole new product category, launched right. Interquell: up to 5× profit per product through causal pricing. Decision-grade evidence you can take to the board.
See client decisions →The Double Jeopardy Test.
Pick one high-stakes decision. We show you the AI consensus baseline, map your internal consensus, then surface the one customer truth that changes the call. Free. Most strategies fail it.
Take the Double Jeopardy Test →
Demand Architecture
The management map behind customer choice.
Demand Architecture is the map of the hidden motives, barriers, category codes, trust signals and value drivers that decide whether people choose you, ignore you, switch to you, or pay more. It turns that map into decisions for brand, innovation, creative, media and pricing.
Most brands don't fail because they lack data.
They fail because they misread what drives demand. Customers explain their choices rationally. Growth sits deeper, in trust, relevance, barriers, category meaning, perceived value and buying context. Misread those, and strategy becomes expensive guesswork.
Trusted across industries.
Where data is plentiful but clarity is scarce. SUPRA's frameworks apply to categories where the cost of a wrong strategic move is highest, and where the opportunity for outsized return is greatest.
Premiumization is splitting the category. We map the demand drivers behind humanization, ingredient stories, and DTC-led growth, before €10M+ launches lock in.
Discuss your case →
Shelf battles are won by tiny preference shifts. Causal AI reveals which lever, price, pack, claim, distribution, actually moves consumption, not just purchase intent.
Discuss your case →
Where speed-of-launch defines category leadership. T-Mobile USA used SUPRA's framework to 4× revenue at record profits; Sonos used it to launch a new product category.
See the case →
Trust categories where customer choice is rarely rational. We surface the demand drivers of switching, retention, and premium tolerance, beyond stated intent.
Discuss your case →
Where commoditization meets regulation. We identify which positioning levers create real preference, beyond rates, rewards, and feature parity.
Discuss your case →
Brand meaning, premium justification and category credibility decide which products grow, and prescription decisions hinge on levers no Rx CMO has time to test until they backfire. SUPRA Causal AI for a global pharma manufacturer found that above a sampling threshold, every additional free sample cannibalizes prescriptions rather than driving them. Budget was reallocated; prescriptions rose.
Discuss your case →Decisions our clients made with us.
Brand Growth, T-Mobile USA
Innovation, Product & Pricing, Sonos
Marketing Strategy & Creative Assets
Price Optimization
Is your strategy proprietary, or just consensus?
Name one high-stakes growth decision. In minutes, you see whether your strategy is common sense in disguise, and where it may be missing the real drivers of growth.
We capture the assumptions your leadership team is betting on.
We run the decision past three leading AIs, the same plausible answer your competitors get.
We pressure-test it against our proprietary knowledge graph.
You leave with a first, board-ready estimate of the growth at stake.
Take the test →A directional read in minutes, not a substitute for full analysis. · 100% anonymous, data-protection secured.
Then name the one peer most likely to prove you wrong. Not a lead, a challenger.
Three ways to work with us.
Growth Decision Board
An independent quality board for high-stakes growth decisions. Ongoing ad-hoc advisory, typically as second-opinion support.
Top 5% Growth Diagnostic
Find the single assumption or bottleneck that caps your growth, and the one lever that moves it.
Top 5% Growth Architecture Sprint
A validated, condensed growth architecture with a roll-out plan your team can execute.
The Top 5%.
Why only a few brands truly grow, and what everyone else misreads about demand.
Read The Top 5% Growth Brief →What clients say.
When we need clarity grounded in causal truth before we build strategy, SUPRA is the first name I reach for.
At T-Mobile USA and Sonos, SUPRA created the clarity that transformed marketing and unlocked 4× revenue growth.
SUPRA exposed the limits of conventional research. For high-stakes CMO decisions, they're my trusted choice.
We hired SUPRA and they turned our pricing upside down, the project paid for itself in days.
Frank and his team optimize our pricing and generate additional profit year after year.
Leadership Team
Growth advisory needs intuition earned through experience, and grounded in science. Dr. Buckler and Prof. Dr. Lippold work at the intersection of growth, pricing, and brand, uncovering the drivers traditional advisors miss.
Advisory without science is guesswork. Science without intuition and experience is an ivory tower in PowerPoint.
About SUPRA →
The books behind the methodology.
Let's talk.
Tell us about your brand, innovation, pricing or communication challenge. We'll get back to you shortly.
P.S. You can also reach Dr. Buckler directly at Buckler@supra.consulting.
What is SUPRA?
What is SUPRA?
SUPRA is a Root-Cause Growth Advisory led by Dr. Frank Buckler, built on proprietary Causal AI and the Deep Implicit Research framework rather than stated-preference surveys. It gives leadership teams decision-grade, causal evidence for high-stakes brand, innovation, pricing and communication decisions. A decision partner, not a report factory, the specialist alternative to traditional research agencies (Kantar, Ipsos, NielsenIQ) and to strategy and pricing consultancies (McKinsey, Simon-Kucher).
What makes SUPRA different from traditional market research?
Traditional research relies on self-reported data, but people are unreliable narrators of their own behavior (the say-do gap). SUPRA measures behavior and subconscious motivation through implicit measurement instead of asking, then uses Causal AI to reveal what actually drives choice. Rigorous evidence, not opinions.
Who is Dr. Frank Buckler?
The founder of SUPRA. He earned his PhD in Causal AI for Marketing in 1998, previously worked as a strategy consultant at Simon-Kucher, and has won the ESOMAR Award for AI Insights Innovation six times. Author of "10x Insights" and "The Top 5%".
Should we use SUPRA, McKinsey/Simon-Kucher, or Kantar/Ipsos?
Different jobs. Strategy and pricing consultancies structure and execute the decision; research agencies track and describe. SUPRA answers the prior question both depend on, what actually drives customer choice, with causal evidence. See Simon-Kucher vs a causal-AI insights firm and alternatives to Kantar & Ipsos.