Local Business Leads
Pricing
from $3.50 / 1,000 leads
Local business leads by category and city: MX-verified business emails, phones, lead score. Dentist leads, chiropractor, med spa, salon, roofing, plumber, law firm and restaurant leads. Lead gen scraper, business email search, small business leads. Local business email scraper from website lists.
Name
name
Optional
Business name
Category
category
Optional
OSM category tag (e.g. dentist, hairdresser, lawyer)
Match type
category_match
Optional
New (0.1.21). How the row matched your category: category = matched the mapped OpenStreetMap tag; name_keyword = found by the business-name fallback search (used for unmapped terms, and as a rescue when a mapped tag returns zero places in the area). Filter on category if you only want tag-confirmed rows
Address
address
Optional
Street address assembled from OSM address tags
City
city
Optional
Address components from the OSM addr:* tags. Since 2026-08-29 a row that sits inside the searched city's outline but carries no addr:city tag gets city (and a null state) filled from the geocoder's breakdown of the searched location — zero extra requests, and city_source says which happened. For US locations the filled state is the postal abbreviation (TX, not Texas), the same form mappers write in addr:state, so one run never splits a state into two spellings. Rows admitted by expandNearby rings and radius searches (no outline) keep their nulls
State
state
Optional
Address components from the OSM addr:* tags. Since 2026-08-29 a row that sits inside the searched city's outline but carries no addr:city tag gets city (and a null state) filled from the geocoder's breakdown of the searched location — zero extra requests, and city_source says which happened. For US locations the filled state is the postal abbreviation (TX, not Texas), the same form mappers write in addr:state, so one run never splits a state into two spellings. Rows admitted by expandNearby rings and radius searches (no outline) keep their nulls
Postal code
postal_code
Optional
Country
country
Optional
From the geocode. Empty in radius mode and on user-supplied rows (no geocode happens there)
Latitude
latitude
Optional
Longitude
longitude
Optional
Searched category
query_category
Optional
New. Which of your input categories produced this row — the column that makes a multi-category run readable. Null on user-supplied rows
Searched location
query_location
Optional
New. Which of your input locations produced this row (the geocoder's resolved name, or the radius description). Null on user-supplied rows
Phone
phone
Optional
Primary phone — the OSM tag, and only the OSM tag; never filled from the site (see the licence note below)
All phones
phones
Optional
New. All tel: numbers found on the site. May include a call-tracking number — phone stays the trusted value. requirePhone, requireAnyContact, has_phone and the 20 phone points count a row that has either phone or phones
Website
website
Optional
Business website URL. A social page in OSM's website tag is routed to that social column instead, so this is always a real site
Domain
domain
Optional
New. Bare registered domain — the field CRMs dedup on
Optional
Primary contact email, chosen by mailbox ownership then deliverability
All emails
emails
Optional
All emails for the row, primary first (previously excluded a primary that came from OSM)
Email status
email_status
Optional
deliverable / risky / undeliverable when verification is on and a candidate exists; missing when no email was found; found / missing when verifyEmails is off. Turning verification off changes the vocabulary
Mail provider
email_provider
Optional
Mailbox host where identifiable (Google Workspace, Microsoft 365...). Only when verifyEmails is on and an email was found
On own domain
email_domain_match
Optional
Whether the email's domain matches the website's
Mailbox owner
email_type
Optional
own_domain / free_mail / third_party / unknown. third_party means the address belongs to the business's marketing agency or web designer — it is deliverable but does not reach the business, and it is scored at half weight. Measured on the reference run: 12% of all harvested addresses were third-party, but only 10% of primary emails, because candidates are ranked by mailbox ownership before one is promoted
All mailbox owners
email_types
Optional
The same classification for every entry in emails
Email found on
contact_page_url
Optional
New. The exact page the primary email was found on, so you can spot-check it. Null when the email came from OpenStreetMap rather than from a crawled page
Guessed email (opt-in, unverified)
email_guess
Optional
New, opt-in, and deliberately not an email. With emailPatternGuess: true, a business that has a website but publishes no address anywhere we crawled gets a pattern-guessed info@<domain> here. It is never promoted into email, never counts as has_email, never earns a lead-score point and never satisfies onlyWithEmail / onlyVerifiedEmail. Nobody checked that this mailbox exists — treat it as a lead, not an address
Guess confidence
email_guess_confidence
Optional
New. A statement about the domain, never the mailbox: mx_ok (the domain does run mail servers), no_mx (it does not — the guess is almost certainly dead), unchecked (no lookup completed — email verification is off, the DNS lookup itself failed, or the run's time budget stopped it)
Optional
Facebook profile URL
Optional
Instagram profile URL
Optional
New. LinkedIn company/profile URL
X / Twitter
Optional
New. X/Twitter profile URL
YouTube
youtube
Optional
New. YouTube channel URL
Website platform
website_platform
Optional
CMS / site builder: WordPress, Wix, Shopify, Squarespace, Webflow, GoDaddy, Weebly, Duda, Jimdo, Site123, Framer, HubSpot CMS, BigCommerce, Joomla, Drupal, Custom / Next.js, Custom / React. WordPress plugins (Elementor, WP Rocket, Divi) report as WordPress, not as their own platform. Detected from the site's own meta generator first, then the page markup, and — when both are silent — from the first response's headers and cookie names (Server, X-Powered-By, x-shopify-stage, wordpress_* / wp-settings-* cookies and the like); a WooCommerce store with no other WordPress marker reports WordPress
Website platform check
website_platform_status
Optional
New. Why website_platform is what it is — and what actually happened to the site: detected, unknown (a page loaded, nothing recognisable on it), site_blocked (the site answered but refused us — a 403, a bot-check page or a login wall), not_found (every URL that answered came back 404 or 410 — the address in the listing is dead, the host serving it is not), site_error (the site answered with a server error), no_page (it answered, but never with a readable web page), site_unreachable (nothing answered at all — DNS failure, refused connection, broken TLS or a timeout), no_website, not_crawled (crawling was off), crawl_error (our own crawler failed on that site — worth reporting). Only site_unreachable means the business has no reachable website (a refused connection is retried on the other spelling of the host — with or without www. — and on plain http:// first, and a server error on the first page is retried on the other spelling before site_error is reported), and only crawl_error says nothing about the site; every other value tells you the site exists and why we could not read it, so a blocked or 404 site is still a live prospect. A null platform is explained rather than unexplained
Platform version
platform_version
Optional
New. Only when the site's own meta generator names the platform and a version — never a plugin's version passed off as the platform's
Generator tag
site_generator
Optional
New. The raw meta name="generator" string
Marketing tech
tech
Optional
New. Marketing/booking/commerce tech found on the page (Meta Pixel, Google Analytics, GTM, Calendly, NexHealth, Booksy, Fresha, Vagaro, Setmore, Zocdoc, Housecall Pro, Podium, Birdeye, Trustpilot, Klaviyo, WooCommerce, Yelp Reviews, live chat...). Read from the page markup and, for the first page, from the response headers and cookie names too
Meta Pixel
has_meta_pixel
Optional
Google Analytics
has_google_analytics
Optional
Booking widget
has_booking_widget
Optional
Page title
website_title
Optional
New (0.1.21). The crawled homepage's <title> — a drop-in mail-merge personalization field. Also a data tripwire: a title that clearly names a different business means OSM's website tag is wrong, and this column lets you catch that before you hit send
Meta description
website_description
Optional
New (0.1.21). The homepage's meta description — the other personalization field, and the same tripwire
Mobile viewport
mobile_viewport
Optional
New (0.1.21). Whether the homepage declares a mobile viewport tag. A site without one predates responsive design — a concrete web-agency pitch signal
Stale copyright year
copyright_year_stale
Optional
New (0.1.21). Flags a visibly out-of-date copyright year in the footer — a small but unambiguous neglected-site signal (flagged on 3 of the 100 benchmark rows)
Opening hours
opening_hours
Optional
From OSM only; never filled from the site (see the licence note below)
Rating
rating
Optional
New, and sparse — see the warning below. Star rating (1-5) the business publishes in its own schema.org markup
Reviews
review_count
Optional
New, sparse. Review count from the same markup
Price range
price_range
Optional
New. schema.org priceRange (e.g. $$)
Lead score
lead_score
Optional
0-100 completeness/reachability score
Grade
lead_grade
Optional
A ≥80, B ≥65, C ≥50, D ≥35, else F
Tier
lead_tier
Optional
hot ≥75, warm ≥50, else cold
Score breakdown
score_breakdown
Optional
Per-component points, plus signals_from — the list of extra signals that actually scored — so the score is auditable
Has email
has_email
Optional
Has phone
has_phone
Optional
Has website
has_website
Optional
Fields taken from the site
enriched_from_website
Optional
New. Lists only the fields where an OSM-overlapping value was taken from the site instead — rating, review_count, price_range (OSM carries none of these) plus email where OSM was empty and the site's schema.org data filled the gap; phone and opening_hours are never gap-filled, so they never appear here. It is not a full provenance map: emails, the five socials, website_platform, platform_version, site_generator and tech are always crawled from the site and are deliberately not repeated here
Source
source
Optional
OpenStreetMap for discovered rows, user_supplied for rows that came from your own websiteList
Licence / attribution
attribution
Optional
The ODbL attribution string, so the licence travels with an exported CSV. Null on user_supplied rows — they are not OpenStreetMap data, so attaching the notice would be a false licence claim. The column is always present either way
Map link
google_maps_url
Optional
A Google Maps listing search for the business — ?api=1&query=<name>, <address>, URL-encoded — so one click opens Google's search for that business rather than a bare coordinate pin (a discovered row with coordinates but no address falls back to the pin). The link carries none of this actor's data and nothing is scraped from Google: whatever rating you see there is Google's, not the rating column (see the warning below). Need Google's fields at scale? Pair with our Google Maps Places Scraper
OpenStreetMap
osm_url
Optional
New (0.1.21). Link to the row's source OpenStreetMap element — instant provenance, and the place to fix bad map data
OSM type
osm_type
Optional
OSM id
osm_id
Optional
Google Ads tag
has_google_ads_tag
Optional
New. Booleans derived from tech. Tri-state: true/false when the site was read, null whenever no page was read — unreachable, blocked, a bot-check interstitial, or not crawled at all. false never means "we could not check", so a no-pixel filter cannot fill up with sites nobody ever saw. has_google_ads_tag (new 2026-08-29, appended at the end of the column order) is true when the Google Ads conversion tag (googleadservices.com / gtag AW-…) is on the page — a wiring signal, not proof of live spend (see the FAQ)
Speciality
speciality
Optional
New (2026-08-29). The OSM healthcare:speciality tag as a list (["orthodontics"], ["general", "paediatric"]; first 10 values) — dentists, doctors and clinics; empty for every other trade. The keyword input matches it too
Cuisine
cuisine
Optional
New (2026-08-29). The OSM cuisine tag as a list (["pizza", "italian"]; first 10 values) — restaurants, cafes, fast food; empty elsewhere. The keyword input matches it too
Wheelchair access
wheelchair
Optional
New (2026-08-29). The OSM wheelchair tag as written (yes, no, limited)
Operator
operator
Optional
New (2026-08-29). The OSM operator tag — the company running the premises, where the mapper recorded one
Description (OSM)
osm_description
Optional
New (2026-08-29). The mapper's free-text description tag, clamped to 150 characters
Brand
brand
Optional
New (2026-08-29). The OSM brand and brand:wikidata tags (Aspen Dental / Q4807808) — dense on pharmacies, banks and fast food, sparse on independents
Brand Wikidata
brand_wikidata
Optional
Chain
is_chain
Optional
New (2026-08-29). true when either brand tag is present, false otherwise — the one-column chain flag; set excludeChains: true to drop those rows before billing (excludeKeywords still works by name). Null on user-supplied rows
City source
city_source
Optional
New (2026-08-29). osm_tag = the mapper wrote addr:city; search_area = filled from the searched location because the row is inside its administrative outline; null when city is null. Appended at the end of the column order
OSM last edited
osm_last_edited
Optional
New (2026-08-29). ISO date of the element's last edit by any mapper, read from OpenStreetMap's own edit metadata (out meta) on the same request as before. Sort or filter on it to skip rows nobody has touched in years; the last column but one
OSM check date
osm_check_date
Optional
New (2026-08-29). The mapper's check_date tag — the day someone confirmed the business on the ground (used mostly for opening hours); present on a minority of rows. The last column
