Most founders don’t realize they’re stuck in the ad creative grind until they’re months deep into it.
Everyone’s chasing the same AI tools to pump out images and copy, but here’s what they’re missing: the real bottleneck isn’t creating ads—it’s knowing which ones will actually convert before you spend a single dollar testing them.
Think about your options for a second. You could drop $15,000 with an agency and wait four to six weeks for tested ad variants. Or you could spend $50 and get 20 AI-generated, consumer-validated ad concepts in under 15 minutes—complete with data showing exactly which ones will perform best. A year ago, that second option didn’t exist. But today, something’s shifted. Small to mid-sized brands that’ve been locked out of the sophisticated testing that eight-figure operations run are finally getting access to enterprise-level consumer intelligence.
Today’s guest is Armen Mkrtchyan, CEO and co-founder of Extuitive, a company that emerged from Flagship Pioneering—the same innovation lab behind Moderna. Armen and his team built something remarkable: a proprietary database of over 150,000 AI consumer agents trained on real people living in the US. These agents can predict purchase intent, skepticism triggers, and price sensitivity before you launch a single campaign.
This isn’t just another AI image generator churning out generic assets. This is validated creative testing at a scale that was previously impossible for most brands. Whether you’re prepping for Black Friday or planning Q1 launches, understanding how AI consumer validation works could fundamentally change your approach to creative production.
Let’s get into it.
What You’ll Learn
✅ Why most AI creative tools miss the mark — The real breakthrough isn’t generating more images. It’s knowing which creative concepts will convert before you spend your testing budget. This saves you weeks of trial and error and thousands in wasted ad spend.
✅ How 150,000 AI consumer agents predict purchase behavior — Extuitive analyzes your store and builds detailed psychological profiles of five distinct customer segments. Then it utilizes “selective pressure” from trained consumer agents to rank and refine over 20 ad variants through multiple iterations, until only the strongest concepts remain.
✅ The Polyintelligence framework explained — Instead of one ChatGPT system generating an ad, imagine 100,000 designers debating among themselves what works before showing you anything. This uses nature-inspired evolutionary design principles that Flagship Pioneering originally developed for consumer products.
✅ How to validate your existing ads before launch — Already created campaigns with your agency or in-house team? Upload them to Extuitive’s system and get AI consumer rankings showing which will perform and which will flop. No more guessing during your creative approval process.
✅ Getting started takes under three seconds — Whether you’re three weeks out from Black Friday or planning Q1, paste your Shopify URL into Extuitive.com and instantly see target audience profiles with psychological details, income ranges, age demographics, and sample ads built specifically for your products.
✅ The evolution from Affinova to accessible AI testing — Flagship Pioneering founded Affinova 20 years ago for genetic evolutionary design of consumer products (Nielsen acquired it in 2014). That same methodology is now available to Shopify merchants at a fraction of enterprise pricing, democratizing testing that was previously reserved for major brands.
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Episode Summary
Steve sits down with Armen Mkrtchyan, CEO and co-founder of Extuitive, and what starts as a conversation about AI creative tools quickly turns into something much bigger. Most brands are using ChatGPT to whip up ad copy or generate images—and honestly, they’re missing the entire point. The real breakthrough isn’t in creating ads. It’s in validating them before you spend a dime.
Extuitive came out of Flagship Pioneering, the same innovation lab that brought us Moderna. But here’s the wild part: they’ve been working on this methodology for 20 years, originally designing consumer products through evolutionary principles. Now they’re bringing that enterprise-level testing to ecommerce advertising.
How It Actually Works
When you share your Shopify URL with Extuitive, the platform doesn’t just start cranking out random ads. First, it analyzes your store and products. Then it builds detailed psychological profiles for five different consumer segments—people you should be targeting but might not even know exist yet.
For each group, the platform creates at least 20 ad variants. Then comes what Armen calls “selective pressure.” They’ve got a proprietary database of 150,000 AI consumer agents, all trained on real people living in the US. These agents rank your ads, debate what works and what doesn’t, then the system iterates—taking the top four to six concepts and refining them based on consumer feedback. You only see the winners.
Beyond One AI Brain
Armen describes their Polyintelligence framework as combining multiple intelligences: human creativity, machine learning, and nature’s evolutionary design principles. Instead of asking one AI system to create an ad, imagine 100,000 designers collaborating and eliminating weak concepts before showing you anything.
This methodology traces back to Affinova, a Flagship Pioneering company founded 20 years ago that Nielsen acquired in 2014. That same testing framework became Nielsen Basis, used by major brands to validate new products. Now that enterprise-level infrastructure is available to Shopify merchants at a price point that was impossible until recently.
Live Testing Results
Steve tests the platform during the interview, pasting a DTC brand’s URL and watching Extuitive work its magic. In under three seconds, it analyzes the store and produces audience profiles, psychological details, income ranges, age demographics, and sample ads. The speed is impressive, but the depth is what gets Steve’s attention.
The platform identified “modern renaissance enthusiasts” as a target segment, provided detailed psychological profiles, and generated ads that Steve immediately recognized would convert for that specific founder. You can even validate existing ads your agency created—just upload them and the AI consumer agents will rank which ones will perform before you spend testing budget.
Ready When You Are
Whether you’re three weeks out from Black Friday or planning Q1 campaigns, Armen emphasizes that timing doesn’t matter. You can start immediately, see what the system produces, and decide if this validated creative approach fits your workflow. The goal isn’t replacing human creativity—it’s making creative professionals exponentially more productive by showing them which directions will work before they invest time refining concepts that won’t land.
This isn’t another AI tool promising to “revolutionize” your workflow with generic outputs. It’s a validated testing methodology that spent 20 years in enterprise consumer product development, now accessible to ecommerce brands who need to know which creative will convert before spending thousands testing theories.
Strategic Takeaways
👉 Here’s what most brands get backwards about AI creative: the problem isn’t making more ads, it’s knowing which ones will actually work. You can crank out 50 variations with ChatGPT, but if you’re still spending weeks and thousands of dollars testing them one by one to see what converts, you haven’t solved anything—you’ve just automated the wrong part of the process. Whether you’re spending $500 or $50,000 monthly on ads, the real win is validation before launch. Know what your target audience will respond to before you spend a dollar on testing, and suddenly you’re not producing volume for volume’s sake—you’re producing winners.
👉 Your store probably has five distinct customer segments you’ve never fully considered, and that’s costing you conversions. When Extuitive analyzes your products, it doesn’t just confirm who you think your audience is—it builds detailed psychological profiles for five different consumer groups, often revealing segments you didn’t know existed. If you’re running the same generic “one size fits all” campaigns for everyone, you’re leaving serious money on the table. Let the data show you who’s actually ready to buy, then create specific ads for those groups instead of guessing.
👉 Think of AI as your creative team’s force multiplier, not their replacement. The goal isn’t to eliminate your designers and copywriters—it’s to make them exponentially more productive. Instead of spending days creating 20 ad variants and then testing them sequentially over weeks, use consumer validation to show which four to six concepts are actually worth refining. Then your creative talent focuses on perfecting winners instead of polishing ads that consumers will scroll right past. That’s leverage.
👉 If your agency or team already created campaigns, validate them before launch—even if AI didn’t touch them. Here’s something valuable: you can upload your existing creative to a consumer validation system and get rankings showing which ads will perform before you spend testing budget. This works for brand campaigns, product launches, seasonal promotions, whatever you’re running. It eliminates the “creative by committee” trap where decisions get made based on internal opinions instead of actual consumer feedback. You stop guessing and start knowing.
👉 The “selective pressure” concept from evolutionary design applies perfectly to ads. Instead of asking one AI system to generate your perfect ad, create 20 variants and let 150,000 consumer agents rank them, debate what works, and iterate on the strongest concepts through multiple rounds. The ads that survive this process are inherently better because they’ve been refined through actual consumer feedback, not just algorithmic outputs. This is the same methodology enterprise brands have used for product testing for 20 years—Nielsen acquired the original company behind it. Now it’s available at Shopify scale.
👉 Stop waiting for the perfect moment to test new approaches—whether you’re three weeks from Black Friday or planning Q1, start now. The brands that win aren’t sitting around waiting for ideal conditions to try consumer validation. They’re testing today, learning what resonates with their audience, and iterating based on real data. If you’re still “dialing in your strategy” before trying validated creative, you’re optimizing for planning instead of results. The system works whether you have three weeks or three months—the question is whether you’ll use that time to learn or to keep guessing.
Guest Spotlight
Armen Mkrtchyan
CEO & Co-Founder, Extuitive
Armen Mkrtchyan comes from a background you wouldn’t typically expect to land in the Shopify ecosystem—he spent years at Flagship Pioneering, the innovation lab that originated Moderna and dozens of other breakthrough companies in biotech and healthcare. But here’s what makes his story interesting: Flagship’s connection to consumer intelligence actually goes back 20 years. They founded a company called Affinova that used genetic evolutionary design principles to test consumer products—real enterprise-level testing methodology. Nielsen saw the value and acquired Affinova in 2014, and that same framework became the foundation for Nielsen Basis, which major brands still use today for product concept testing.
When ChatGPT’s API came out about three years ago, Armen and his team saw something most people missed: an opportunity to bring that same enterprise testing infrastructure to the brands who’d been locked out of it—small to mid-sized ecommerce operators who couldn’t afford six-figure testing budgets. They spent years building Extuitive’s proprietary database, training 150,000 AI consumer agents on real people living in the US and capturing detailed psychological profiles, demographic data, and purchase behavior patterns. What emerged is what Armen calls the Polyintelligence framework—multiple AI systems working together, combining human intelligence, machine intelligence, and nature-inspired evolutionary design principles.
What sets Armen’s approach apart is his focus on validation over generation. Most AI creative tools are racing to produce more images and more copy faster. Extuitive is solving a different problem: knowing which creative concepts will actually convert before you spend testing budget. The platform analyzes Shopify stores in under three seconds, identifies target audience segments you might not have considered, generates 20+ ad variants, and applies “selective pressure” from those consumer agents through multiple rounds of iteration—surfacing only the concepts that survived real consumer feedback.
Before launching for Shopify merchants, Armen’s team tested the methodology with larger DTC brands, refining the system until it could deliver validated creative at the speed and price point smaller operations need. His commitment to accessibility shows in how simple Extuitive is to try: paste your URL, see sample audience profiles and ads instantly, and decide if this approach fits your workflow. Whether you’re three weeks from Black Friday or planning Q1 campaigns, Armen personally responds to prospective customers—he’s not handing this off to a support team. He’s making sure brands actually get the help they need as they figure out how consumer validation fits into their creative process.
Links & Resources
- Extuitive — AI consumer validation platform for Shopify merchants
- Shopify — Ecommerce platform
- Flagship Pioneering — Innovation lab behind Moderna and Extuitive
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Over the past eight seasons, I’ve been incredibly lucky to chat with some of the brightest founders in ecommerce building remarkable Shopify brands and partners shaping the app and marketing ecosystem. Honestly, every conversation has taught me something new, and I’m grateful for the chance to learn alongside you.
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