Alternatives
Free SafeGraph alternative
SafeGraph sells paid POI and places datasets for teams that build their own analysis. MapBees is a free, ready-to-use alternative with the analysis already built in.
Where SafeGraph fits
Paid places-data providers like SafeGraph sell raw datasets that you license and then analyze yourself, which assumes a data team and budget.
From raw places data to usable answers
Places datasets are valuable when a team has the data engineering and analytics capacity to build its own location model. MapBees packages open POI, building, accessibility, and demographic signals into a ready-to-use map so users can move straight to comparison.
Useful before you need a data pipeline
If your immediate question is where to open, advertise, host an event, or compare neighborhoods, a full dataset workflow can be more work than the decision requires. MapBees gives a practical first pass without database setup, ETL work, or custom dashboards.
Open data, clear assumptions
MapBees is built on open Overture Maps data with optional public demographic enrichments where available. The result is not positioned as proprietary foot-traffic truth; it is transparent decision support for comparing local areas quickly.
Why choose MapBees
- Skip data licensing: MapBees ships ready-to-read neighborhood scores for free.
- Built on open Overture Maps POI and building data, processed into H3 hexes.
- No signup, no contract, and a transparent per-signal breakdown.
Frequently asked questions
Is there a free alternative to SafeGraph?
Yes. Instead of licensing raw POI data, MapBees gives you free, ready-to-use neighborhood scores built on open Overture Maps data.
What data does MapBees use instead?
MapBees aggregates open Overture Maps POI and building data with optional public demographic enrichments, processed into H3 hex grids.
Do I need a data team to use MapBees?
No. MapBees turns spatial data into an interactive scoring map, so non-technical users can compare neighborhoods without building a data pipeline first.
When would a raw places dataset still make sense?
A raw places dataset is useful when a team needs custom modeling, enrichment, or integration into its own data warehouse. MapBees is better for immediate, self-serve neighborhood screening.
SafeGraph is a trademark of its respective owner. Comparisons reflect general product positioning and are not affiliated with or endorsed by SafeGraph.