Message Resonance Agent
Creative decisions get defended with gut feel. A headline goes to market because someone senior liked it. A value proposition survives because nobody had the data to challenge it. Meanwhile, the message that would actually convert sits in the rejected pile.
This agent scores your messaging against segments, not sentiment. It analyses what your competitors say and where your language overlaps or differentiates. It tells you which messages resonate with which audiences and, critically, which ones do not. No focus groups. No two-month timelines. Evidence that arrives before the campaign ships.
Opinion is cheap. Knowing what lands is not.
The one design principle in the Lab
Every agent in the Lab multiplies what your people already do well. Not substituting their judgment, but increasing the force their thinking exerts on the problem.
Read the philosophyWhat You Get
Resonance Scoring
Each message scored by segment. Not a single approval rating. Granular data on who it lands with and who it misses.
Competitive Message Analysis
What your competitors say, how they say it, and where your messaging overlaps or stands apart. Differentiation mapped.
Segment-Level Breakdown
Different audiences respond to different triggers. See which value propositions work for which segments, not just on average.
Weakness Identification
Messages that confuse, contradict, or fail to differentiate. Flagged before they reach the market, not after.
Recommendation Layer
Not just scores. Specific direction on what to sharpen, what to cut, and what to test next.
Unlock your arbitrage.
Not a Lab member?
We can run this for you using the same tools. Faster and cheaper than a consulting sprint.
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