Florida DBPR Professional & Contractor License Search Scraper: 3

Direct answer

The Florida DBPR Professional & Contractor License Search Scraper extracts state regulatory records from myfloridalicense.com across 39 boards, 309 sub-types, and 70 Florida counties without login requirements. Users can query public registry records using three search modes: licensee name, exact license number, or board/profession coupled with location filters. To build actionable workflows for compliance, contractor due diligence, or regional lead generation, operators should set target parameters, enable full detail-page fetching, and enforce strict record validation criteria before routing outputs into downstream operational tools.

Practical use cases

These use cases come from Florida DBPR Professional & Contractor License Search Scraper's published documentation. Each is expanded into an operating pattern so the Florida DBPR Professional & Contractor License Search Scraper output has a purpose beyond collection.

Use case 1: Due diligence

Outcome: verify a contractor, real estate agent, or other Florida professional's license status before hiring or signing a contract.

Question to answer: Which opportunities actually satisfy the hard constraints, and which ones only look promising from the title?

Configure: Start with licenseType (Free-text sub-type within the selected board, e.g. Certified General Contractor, Real Estate Broker or Sales, Cosmetologist. Matched case-insensitively; if omitted or not found, the board's first license type is used.), county (Florida county filter. Optional for byName. REQUIRED (or set city) for mode=byProfession - DBPR's board/profession search does not return results without a location filter.), city (City filter, e.g. Miami, Orlando, Tampa. Optional for byName. REQUIRED (or set county) for mode=byProfession - DBPR's board/profession search does not return results without a location filter.). Use the narrowest Florida DBPR Professional & Contractor License Search Scraper values that represent the real task, keep the first result set small, and record why each selected input matters to the Florida DBPR Professional & Contractor License Search Scraper outcome.

Working method: Separate what is required from what is merely preferred, apply the required filter first, and treat anything with an unverifiable required field as needing manual review rather than a guess.

Deliverable: Create an opportunity watchlist grouped by strong fit, possible fit, and missing-information review. Include the Florida DBPR Professional & Contractor License Search Scraper source identifier and the collected fields behind every Florida DBPR Professional & Contractor License Search Scraper decision.

Stop condition: Pause when the constraints are not being checked against an actual field, a listing's status cannot be confirmed as current, or similar-looking opportunities are being merged. Fix the Florida DBPR Professional & Contractor License Search Scraper question, comparison rule, or configuration before expanding the Florida DBPR Professional & Contractor License Search Scraper run.

Use case 2: Compliance / KYC

Outcome: confirm a business or individual's active licensure and expiration date.

Question to answer: Which records satisfy the decision rule clearly enough to act on, and which need a second look?

Configure: Start with lastName (Licensee or business last name. DBPR name searches are starts-with / nearest-alphabetical matches, same as the official site. Leave empty to search by firstName or orgName alone. If mode=byName and every filter is left empty, the actor falls back to a demo name ("Smith") so the daily test run still returns data.), orgName (Search by business/establishment name instead of an individual's name.), county (Florida county filter. Optional for byName. REQUIRED (or set city) for mode=byProfession - DBPR's board/profession search does not return results without a location filter.). Use the narrowest Florida DBPR Professional & Contractor License Search Scraper values that represent the real task, keep the first result set small, and record why each selected input matters to the Florida DBPR Professional & Contractor License Search Scraper outcome.

Working method: Write the rule down before reviewing anything, change only one input or condition between batches, and record which field drove each record's classification so any shift in outcome has a traceable cause.

Deliverable: Create a decision-ready review queue that preserves each raw record and its inclusion or exclusion reason. Include the Florida DBPR Professional & Contractor License Search Scraper source identifier and the collected fields behind every Florida DBPR Professional & Contractor License Search Scraper decision.

Stop condition: Pause when the acceptance rule cannot be applied consistently, required fields are frequently missing, or two reviewers reach different conclusions on the same record. Fix the Florida DBPR Professional & Contractor License Search Scraper question, comparison rule, or configuration before expanding the Florida DBPR Professional & Contractor License Search Scraper run.

Use case 3: Lead generation

Outcome: pull licensee lists for a profession and county (e.g. all active general contractors in Orange County).

Question to answer: Which candidates actually meet the qualification rule, and what evidence backs each inclusion?

Configure: Start with city (City filter, e.g. Miami, Orlando, Tampa. Optional for byName. REQUIRED (or set county) for mode=byProfession - DBPR's board/profession search does not return results without a location filter.), county (Florida county filter. Optional for byName. REQUIRED (or set city) for mode=byProfession - DBPR's board/profession search does not return results without a location filter.), lastName (Licensee or business last name. DBPR name searches are starts-with / nearest-alphabetical matches, same as the official site. Leave empty to search by firstName or orgName alone. If mode=byName and every filter is left empty, the actor falls back to a demo name ("Smith") so the daily test run still returns data.). Use the narrowest Florida DBPR Professional & Contractor License Search Scraper values that represent the real task, keep the first result set small, and record why each selected input matters to the Florida DBPR Professional & Contractor License Search Scraper outcome.

Working method: Apply disqualifying rules first to clear out clear non-matches cheaply, then run the remaining candidates through the positive criteria one field at a time, recording the exact evidence behind each qualifying decision.

Deliverable: Create a qualified research queue with fit reasons, exclusion reasons, missing information, and source links. Include the Florida DBPR Professional & Contractor License Search Scraper source identifier and the collected fields behind every Florida DBPR Professional & Contractor License Search Scraper decision.

Stop condition: Pause when the qualification rule keeps shifting between batches, key identifying fields are missing, or the list is being treated as a contact list rather than research. Fix the Florida DBPR Professional & Contractor License Search Scraper question, comparison rule, or configuration before expanding the Florida DBPR Professional & Contractor License Search Scraper run.

Extraction workflow for Florida license audits

1. Scope the search requirements by determining whether the operational goal requires individual name lookups, exact license verification, or geographic board extraction.
2. Configure search modes and input parameters, ensuring location filters (county or city) are provided whenever using mode=byProfession.
3. Enable fetchDetails: true to capture essential record attributes including initial issuance dates, DBA labels, and structured address objects.
4. Execute an initial test run with a low maxItems value (e.g., 20) to inspect record structures and confirm field completeness for target boards.
5. Export cleaned datasets to downstream data warehouses, tracking statusCategory flags and archiving sourceUrl links for legal compliance audits.

Configuring inputs for targeted DBPR searches

The Actor input schema provides precise parameters to tailor searches across state boards and location boundaries:

• mode: Controls the search mechanism (byName, byLicenseNumber, or byProfession). Default is byName.
• lastName: Searches licensee or business last names. Uses starts-with and nearest-alphabetical index matching.
• firstName: Refines individual query results when combined with lastName.
• orgName: Directly searches business and establishment names in place of individual names.
• licenseNumber: Accepts exact state license numbers, such as CFC056678.
• board: Selects one of 39 DBPR regulatory categories (e.g., board 06 for Construction Industry, 25 for Real Estate, 05 for Cosmetology).
• licenseType: Specifies license sub-types like Certified General Contractor or Real Estate Broker or Sales.
• county and city: Location filters. At least one location filter is strictly required when running mode=byProfession.
• statusFilter: Restricts outputs to active, inactive, pending, or any status categories.
• fetchDetails: Enriches summary table outputs by fetching individual licensee detail pages. Uses one additional request per result.
• maxItems: Sets a hard maximum limit on total emitted records.

Handling license fields and detail enrichment

When fetchDetails is set to true, the Actor enriches summary table data with comprehensive licensee attributes. The output payload standardizes records into defined fields: licenseeName, dbaName, alternateNames, nameType, licenseNumber, licenseType, rank, status, statusCategory, expirationDate, licensureDate, county, mainAddress, mailingAddress, licenseLocationAddress, specialQualifications, profession, sourceUrl, searchType, searchTerm, and scrapedAt.

Because the state registry omits optional fields when data is absent on file, downstream integration systems should handle missing attributes as null values rather than rejecting entire records. Always utilize licenseNumber as the primary deduplication key when merging regional extractions.

Frequently asked questions

Why is a location filter mandatory when searching by profession?

DBPR's underlying registry search system requires a location context for board queries. When configuring mode=byProfession, you must supply either a county or city value to receive valid server responses.

Can I search partial license numbers?

No. The DBPR lookup system requires the full license string exactly as issued by the state, including any required board prefix characters (such as CFC056678).

How does name search matching behave on DBPR?

DBPR name lookups execute a starts-with and nearest-alphabetical match against its sorted index. Results order alphabetically starting from your search term.

What additional data does detail fetching provide?

Setting fetchDetails: true triggers secondary page requests to extract licensureDate, county, dbaName, alternateNames, and granular address fields (mainAddress, mailingAddress).

How current is the license information extracted by the Actor?

Data is fetched live directly from the public DBPR portal at myfloridalicense.com at the exact moment of execution, reflecting real-time state registry records.

Resources

• Florida DBPR Professional & Contractor License Search Scraper on Apify