New Venue Data vs Scraping DBPR yourself
Standing up your own scraper against the state license portal — writing the crawler, parsing the pages, and babysitting it forever so the data keeps flowing.
Scraping DBPR yourself
Where it falls short
- You own a brittle crawler that breaks every time the source site changes its markup, pagination, or rate limits.
- Raw scraped rows arrive unnormalized — inconsistent casing, abbreviations, and duplicate entities you have to reconcile by hand.
- No geocoding, no entity resolution, and no event detection: you only get whatever the page happens to show on the day you scraped it.
- Catching the moment a license is filed means re-crawling constantly, which gets you throttled, blocked, or stuck on stale snapshots.
- Engineering time you spend maintaining the pipeline is time not spent on your actual product, and the cost never goes away.
- No audit trail, no SLA, and no one to call when the data silently stops updating before a big campaign.
New Venue Data
Where we win
- We run and monitor the ingestion pipeline for you, so a source-site change is our problem to fix, not yours.
- Every record is cleaned, deduplicated, and resolved to a single canonical business and legal entity before you ever see it.
- Addresses are geocoded to latitude and longitude, ready to drop onto a map or filter by radius.
- New filings surface as structured events within hours, pushed to you by webhook — no polling, no re-crawling.
- A documented REST API with cursors, filters, and a search endpoint replaces the parsing code you would otherwise own.
- You get a status page, change logs, and a real support channel instead of a cron job and a prayer.
The verdict
Scraping it yourself looks free until you add up the engineering hours, the broken builds, and the campaigns that ran on stale data. New Venue Data turns a fragile side project into a single API call with someone on the hook to keep it running.
Compare other approaches
vs Generic data brokersBuying a broad firmographic feed from a general-purpose data broker and hoping the Florida license signal you actually need is buried somewhere inside it.vs The DBPR portalUsing the state license lookup site directly — searching record by record in a browser whenever you need to check or find a business.vs Buying static listsPaying for a one-time export of Florida businesses — a spreadsheet that is accurate the day it ships and decaying every day after.vs A national license-data feedSubscribing to a broad, multi-state license or "business trigger" feed and hoping its Florida coverage is deep and fast enough to act on.
Start monitoring Florida in minutes.
No contracts. Cancel any time. County plan from $149/month.