Competitor analysis with local business data

The problem

Spreadsheets miss what's happening in the field.

The old way

Manually check Google Maps for new competitors once a quarter.
Track ratings in a spreadsheet — out of date before you finish.
Miss new entrants until they start showing up in your pipeline.
No signal for which competitors are scaling vs. struggling.

With us

Pull every competitor in your territory in one query.
Track rating, review count, and review velocity monthly.
Get alerts when new businesses appear in your category.
Diff month-over-month to surface the ones gaining ground.

How it works

Three steps, one competitive map.

01 · QUERY

Define your territory

Industry + city or a lat/lng bounding box. Pull all competitors in one job.

queries: ["dental clinics in chicago il"]

02 · BASELINE

Store your first snapshot

Export to CSV or push to a database. This is your t=0 baseline.

?fmt=csv

03 · DIFF

Re-pull monthly and diff

Identify new entrants, rating changes, and review velocity shifts.

schedule: monthly · diff_field: rating,reviews

Concrete scenario

Tracking 200 dental competitors in Chicago · monthly.

A regional dental group wanted to track every competitor in Chicago and flag practices gaining review momentum.

Analyst · manual checks

Manual monitoring

Time per month12 hours

Analyst cost @ $35/h$420/mo

Coverage~60 practices

New entrant detectionQuarterly

Rating accuracySpot checks

Total cost / year$5,040

With us

Automated

Time per month0 hours

Monthly re-pull (200 cr)$0.15

Coverage200 practices

New entrant detectionMonthly

Rating accuracy100% fresh

Total cost / year$1.80

Tools & integrations

Drop into your stack.

Google Sheets

Via Zapier

Notion

Database sync

Slack

Alert on changes

Zapier

5,000+ apps

Make.com

Native module

n8n

Self-host friendly

PowerBI

Dashboard ready

Looker

SQL connector