Merchant Interpretability™
How consistently AI systems understand who you are, what you sell, who it's for, and why it matters.
Merchant Interpretability in one minute
Imagine asking ten different people what your business does. If all ten give the same answer, your Merchant Interpretability is high. If every answer is different, AI will struggle to recommend you consistently.
Watch AI build understanding in real time
These are the same five signals AI reads about one store. Toggle them and watch what happens to AI's confidence when the story stops matching across sources.
Every signal agrees. AI builds one accurate, confident picture of the brand, and recommends it with confidence.
Why Merchant Interpretability matters
How AI builds Merchant Interpretability
What happens when it breaks
Real example: high vs. low
Where it sits in the framework
Merchant Interpretability is the hinge between what AI can read and what AI is willing to recommend.
Zoomed in view · inside AI Understanding and AI Trust, not the 7 layers themselvesUsed across Atom Foundry
Common misconceptions
How to improve it
Supported by Atom Foundry research
Check your Merchant Interpretability
Get a free AI Commerce Score and see how consistently AI already understands your business.