logo
Strategy Call
AI Concept Test Lab

AI Concept
Test Lab

Test before you build.

Validate before you launch.

Every product launch with wrong positioning costs 6-12 months of lost market opportunity. Every concept that doesn't resonate wastes development budget. We help you stress-test ideas, messages, and concepts before you commit resources - using AI-powered synthetic customers built from real buyer intelligence.

 

The problem

Traditional concept testing is slow and expensive. Focus groups take weeks to organise. Customer interviews require scheduling, travel, and transcription. By the time you have results, the decision has already been made.

So teams skip validation. They launch based on internal assumptions. And they learn their positioning was wrong only after spending the budget.

 

AI Concept Test Lab sq

The solution: The AI Concept Test Lab

How the Concept Test Lab works

We build synthetic customers using PersonaAI - AI agents trained on real buyer intelligence (interviews, behaviours, pain points, publications) that think like your toughest stakeholders.

 

We also identify the archetype that authentically represents your brand and resonates with your audience. This becomes the emotional foundation for how we communicate with your persona.

 

Validate messaging before it ships. Test headlines against synthetic customers. Surface objections before your sales team hears them live.

Example test scenarios

  • Concept validation: 'Would a lab director care about this feature?'

  • Message testing: 'Does this headline resonate or fall flat?'

  • Objection surfacing: 'What will procurement push back on?'

  • Positioning stress-test: 'Does this claim survive skeptical questioning?'

What is a Synthetic Customer anyway?

A synthetic customer is an AI representation of your customer built using your specific buyer data - interviews, VOC research, sales call transcripts, and competitive intelligence - that responds to questions, challenges messaging, and simulates buying decisions as your actual buyers would.

 

It is not a persona document. Not a targeting filter. Not an off-the-shelf AI simulation. It is a queryable, living representation of your specific buyer - built from your research, calibrated to your category, and available throughout the process.

 

As featured in:

 Forbes

 

Built for teams that can't afford guesswork.

Use the Concept Test Lab when a decision is about to become expensive.

Specifically, when you are:

  • About to build something and don’t yet know if the market will care

  • About to launch something and don’t yet know if the message will land

  • About to commit budget, headcount, or roadmap based on internal belief rather than external proof

  • About to argue a position to leadership, investors, or the board — and need evidence, not enthusiasm

This is not research for curiosity. It’s not a workshop. It’s not validation theatre. It exists to stop smart teams from making confident, irreversible mistakes.

Frequently asked questions

How reliable are synthetic customers? Aren't we just testing messaging against AI guesses?
PersonaAI personas aren't generic chatbots. They're built on real buyer data from Strivenn's customer insight phase - job roles, decision criteria, objections, priorities, and language patterns specific to your market. They simulate how your actual buyers would react to claims and messaging. This doesn't replace human validation; it accelerates it. You go into real customer conversations with messaging that's already been pressure-tested. Think of it as a wind tunnel for your claims before the live flight test - dramatically reducing the risk of misfires at launch.
What can we actually test in the Concept Test Lab, and what do we get back?
You can test headlines, value propositions, email sequences, campaign concepts, product claims, and competitive positioning angles - anything message-based. You get resonance scores, objection predictions, persona-specific feedback, and ranked recommendations. The output tells you which messages land with which buyer persona, what objections to expect, and where your claims need strengthening. It's structured, actionable intelligence. Most teams run 3-5 concept variants and have clear direction within days, not the 6-12 weeks traditional concept testing requires.
We need speed. How fast are results compared to traditional concept testing?
Traditional concept testing in life science takes 6-12 weeks and significant budget for panel recruitment. The AI Concept Test Lab delivers initial results in days. You brief in your concepts, they run against validated synthetic personas, and you get structured feedback - objection maps, resonance rankings, persona-specific reactions - within the week. This lets you iterate in real time, test more variants, and go to market with confidence while competitors are still fielding surveys. Strivenn's BSI ISO 42001 certification ensures the AI is governed responsibly.
How does this connect to actual campaign execution after testing?
That's where it compounds. Once concepts are validated, approved claims feed directly into Atlas, Strivenn's AI content engine. Atlas is trained on your positioning, personas, and approved claims. One brief in, full kit out - emails, social posts, ad copy, sales decks, booth copy - all aligned and approval-ready. You're not testing in isolation; you're building a validated content system. What gets approved in the Concept Test Lab becomes the foundation for every downstream asset, keeping messaging consistent and cutting weeks off approval cycles.
Can sales and product teams use the AI Concept Test Lab, or is it only a marketing tool?
It can be used across the commercial teams. Marketing uses it to validate campaign messaging and content before launch. Sales uses it to stress-test talk tracks, objection handling, and account-specific narratives before live conversations. Sales leaders have used Concept Test Lab outputs to build battlecards and refine discovery call scripts. When your sales team walks into a call having already heard the likely objections from synthetic buyers, win rates improve. It bridges the gap between marketing's positioning work and the real-world conversations happening on sales calls.

Are you Strivenn to Succeed?

 

Pressure-test the decision before it defines you.

Book a concept testing session.

Book a strategy call