Scores reps actually trust
Market Map groups and scores every account by similarity to your best customers. RevOps, marketing, and sales get one clear picture of the market.
A complete picture of your market
Market Map replaces guesswork with explainable, lookalike-based scoring. Reps see exactly why an account fits, and RevOps stops burning months on ICP projects that are stale before they ship.
Similarity Scoring
Score every account by how it compares to your best customers
Market Map learns from your real customer base — not generic industry codes — and scores each account 0–100 by similarity. Reps see a number they can defend.
AI Clusters
Group accounts into segments that match how they actually do business
AI reads each company's website and groups similar businesses into named clusters. You discover the segments where you win, not the NAICS code you guessed.
Explainable Detail
See why each account scored the way it did
Every account panel shows its AI-generated summary, cluster assignment, attribute pills, and the five most similar target accounts. Reps stop arguing with the model.
Built for Reps
Put Market Map data where reps already work
Push scores, clusters, and similar-account signals to Salesforce so reps see them on the account record. Export to CSV or sync back to CRM on your schedule.
Built for the whole revenue team
RevOps - Stop rescoring your ICP from scratch every quarter.
Sales leaders - Get a real answer to "do we have enough of the right accounts?"
Reps - See why an account fits and which five customers it looks like before you call.
"Our reps finally trust our account scores because they can see what similarity actually means, and it changed how we prioritize our outbound."
Head of Revenue Operations
"Our reps are thrilled because they know the accounts we assign from Gradient Works are going to be worth reaching out to, and our ops team loves having this new ability to source high-potential accounts."
Sales Ops Manager, Thoropass
"It might be a RevOps tool, but when management and the reps see it, it gets them excited — which is a big, big plus."
VP of Revenue Operations
Scores flow in. Focused books flow out.
Market Map gives you the account-level signal: similarity score, cluster, and enrichment for every company in your TAM. That becomes the input for downstream work.
Pair it with Bookbuilder to route Tier 1 and Tier 2 accounts straight into rep books, or plug scores into Carve to design territories around the segments where you actually win.
Put Market Map to work for your team
See every account scored by similarity to your best customers. Start free or book a walkthrough.


