Features
Treat the same business as one known record inside a workspace.
Munjam helps reduce duplicate clutter when the same business appears in more than one job, keeping lists cleaner and credit usage clearer.
Dedupe
Dedupe
Less duplicate noise and clearer decisions around each business.
Less list clutter
Across jobs
Clearer credits
Workspace-wide
Faster comparison
Between records
step.01
Business appears again
step.02
Recognized in workspace
step.03
Cleaner planning
Dedupe
Dedupe
Less duplicate noise and clearer decisions around each business.
Known record handling for repeated businesses
Cleaner lists across jobs and discovery workflows
Clearer credit usage inside the workspace
Easier comparison before team review
How it works
From one market question to a review-ready company list.
01
Business appears again
The same business may show up across searches or categories.
02
Recognized in workspace
Munjam helps keep it known to the team.
03
Cleaner planning
The team works from a clearer record instead of multiple copies.
Where it creates value
Connect this capability to markets, teams, and handoff paths.
Each Munjam capability is stronger when buyers can see the use cases it supports, the teams that benefit, and the destinations that carry work forward.
Teams
01
Revenue solution
Local business teams
A revenue operating layer for turning local businesses into prioritized accounts the team can follow up with confidence.
02
Agency solution
Agency teams
A repeatable workflow for agencies turning client briefs into qualified local opportunity lists.
03
Expansion solution
Market expansion teams
A market comparison layer for teams deciding where to expand next and how to stage team review.
Before rollout
Evaluate this capability before it enters the team workflow.
A feature is useful when the team knows the decision it supports, the data expectations around it, how it affects credits or plan choice, and where work moves after qualification.
Useful review paths
FAQ
Dedupe
Does Munjam remove every duplicate?
Munjam is designed to reduce duplicates inside a workspace, while some cases depend on available data quality.
Does dedupe affect credits?
Yes. The model is designed to avoid charging the same business twice inside a workspace.
All features
Explore Munjam capabilities
Turn local markets into a clear opportunity system.
Start with one capability or run the full workflow: discover companies, review fit, reveal approved available fields where available, and hand off context from one workspace.