Know exactly how five AI models see you — and publish the content that changes it.
AI is already selling. Make sure it can sell you.
Herm takes your brand from mentioned in ChatGPT to receipt-verified sales — AI visibility, a feed agents can sell from, consented personalization, and attribution that proves which answer caused which purchase.
Tracking 1,992 brands · 5-model AI panel · refreshed weekly · GDPR-compliant, consent-first
Beat 1 is where visibility tools stop. Herm is built for beats 2 and 3.
AI Commerce Readiness is a ladder. Every brand is on a rung.
Herm is the only platform that runs the whole climb — and rung one starts today.
Specs, price, stock — and a where-to-buy that actually ships to the shopper.
Receipt-verified customer truth — derived attributes into your CRM or your own AI. Never the raw data.
Convert verified category shoppers who buy from everyone but you — a funnel that ends in verified revenue.
Scale on AI. From five AI surfaces to thousands of AI apps: receipt-proven.
Not sure which rung you're on? Get your Readiness Score — it tells you.
The Index runs weekly. These are sample rows until launch.
The Herm AI Visibility Index tracks 1,992 brands across [N: sectors] sectors, asking five AI models what they'd recommend — every week.
Herm AI Visibility Index
Discovery moved. Checkout is moving. Attribution never existed.
Shoppers ask, agents answer.
Buying decisions are increasingly made inside a conversation your analytics never sees. If your products aren't legible to the models, you're not losing the click — you're absent from the consideration set.
Answers are becoming transactions.
Recommendation and purchase are collapsing toward one surface. Today the answer routes the shopper to checkout — and a brand that is visible but not sellable (no live feed, no destination that ships to them) gets mentioned and skipped. In-chat payment arrives per region; brands on the ladder are ready the day it does.
The receipt closes the loop.
When the purchase completes, the verified receipt flows back: attribution for the brand, a richer profile for the shopper, a better answer next time. This loop runs on consented data — and Herm sits at every point where the data moves, and none where the customer or the money does.
Nobody needs a new job title for this.
Every rung of AI Commerce Readiness lands on a role you already have. The score has four sub-scores for exactly this reason — one number per owner, one ladder over all of them.
Owns the answer. Watches what five models say about the category every week — and ships the content that changes it.
Learn more →Owns the catalog. Keeps specs, price, stock and ships-to legible to agents — with a work-order the dev team can actually run.
Learn more →Owns the relationship. Turns consented, receipt-verified attributes into sharper segments and personalization — never the raw data.
Learn more →Owns the number. A funnel that ends in verified revenue — the receipt-backed answer to "what is AI actually doing for sales."
Learn more →One person convenes the four. That's the job the Readiness Score was built for.
Get the score — four sub-scores, one per ownerVisibility tools stop at the answer.
Tracking mentions is table stakes — we do it too, on rung one. Readiness is everything that has to be true after the mention.
Every “—” in the left column is a sale you can’t complete or a result you can’t prove.
The Index, in the news every week.
Our weekly AI-visibility sector reports are covered by national business press — because we publish the scoreboard everyone wants to see.
Get next week's report first
Questions
Is AI-driven shopping actually big enough to matter yet?
By the time it shows up in your analytics, the canonical sources are set — models learn from what's published now. Readiness is cheap today and expensive later; the score tells you in two minutes how exposed you are.
Is this just another AI visibility tool?
Visibility gets you mentioned. AI Commerce Readiness gets you mentioned, sellable, chosen, and proven — visibility is rung one of four. Full definition: herm.io/for-brands/readiness.
What's live today, honestly?
Brand Visibility is live and self-serve. Product Readiness and Customer Intelligence are in early access with design partners. Offers is waitlisted; AI Distribution is roadmap. We'd rather show you state chips than promises.
Do you train AI models on our data?
No. [COUNSEL: full claim — own models / third-party API terms / retention]
What does the consumer side have to do with us?
Consented shopper profiles are the personalization fuel — and the consumer app is why the consent is real. Two sides, one loop.
How fast is setup?
The score is instant and free. Brand Visibility: minutes, self-serve. Product Readiness: one feed connection (Google Merchant or Shopify), then continuous sync.
Find out how ready you are. It takes two minutes.
Your AI Commerce Readiness Score: where you're visible, where you're absent, and which rung to climb first.
Free · no card · instant results in the Herm panel