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  • Track ratings in a spreadsheet — out of date before you finish.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.

Sh
Google Sheets
Via Zapier
Nt
Notion
Database sync
Sl
Slack
Alert on changes
Zp
Zapier
5,000+ apps
Mk
Make.com
Native module
N8
n8n
Self-host friendly
PB
PowerBI
Dashboard ready
Lk
Looker
SQL connector

Map your competitive landscape.

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