Data Sources & Credits
Last updated: 30 June 2026
NicheRecon combines several trusted data sources to map demand, competition, and opportunity across Indian cities. We credit those sources below as required by their respective licences and terms. Our scores, rankings, and analyses are our own work product built on top of this data.
Business listings, ratings, review counts, and price levels in the Competitor Landscape and related panels are powered by Google Maps Platform. "Google" and "Google Maps" are trademarks of Google LLC. Use of this data is subject to Google's terms.
Location, locality, and zone geometry are derived from OpenStreetMap.
Map data available under the Open Database Licence. Basemap tiles © CARTO.
Some business locations and place data are provided by OLA Maps. "OLA" and "OLA Maps" are trademarks of their respective owner and are used here for attribution.
Demand and interest signals are drawn from additional public sources, including Google Trends and YouTube interest data and publicly available web and community signals, used to model demand for a category in a locality.
Our work product
Market intelligence scores and analyses are NicheRecon's original work product derived from multiple data sources. Opportunity scores, competitor vulnerability scores, demand intensity, rankings, and verdicts are computed by us and are not provided or endorsed by any third-party data source.
Questions
For questions about our data sources or attributions, see our Terms of Service and Privacy Policy, or contact us at nicherecon.help@outlook.com.