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⇱ Local Business Growth Leads Β· Apify


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from $10.00 / 1,000 results

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Local Business Growth Leads

An Apify Actor that identifies local businesses with growth opportunities (no website, low reviews, weak ratings, or incomplete profiles) and returns a scored, qualified lead list. It scrapes Google Maps, Bing Maps, and Yellow Pages, de-duplicates data, and scores each business for growth fit.

Pricing

from $10.00 / 1,000 results

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Developer

πŸ‘ Jamshaid Arif

Jamshaid Arif

Maintained by Community

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1

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a month ago

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An Apify Actor that finds local businesses with clear growth-services opportunities β€” no website, low reviews, weak rating, incomplete profile β€” and returns them as a scored, qualified lead list.

Scrapes Google Maps, Bing Maps, and Yellow Pages (or all three), de-duplicates across sources, then scores every business for growth-services fit.

Built for agencies and freelancers selling web design, SEO, reputation management, Google Business Profile optimization, and digital-marketing services.


What makes this different from a generic scraper

Most Google Maps / Yellow Pages scrapers dump raw business data and leave you to manually filter it. This actor adds a lead-qualification layer on top:

FieldMeaning
growth_score0–100, summed from missing/weak signals
priorityHIGH / MEDIUM / LOW / NONE
opportunitiesTags like no_website, low_review_count, low_rating
pitchOne-line human-readable sales angle
has_websiteBoolean; social-only pages (Facebook, Instagram) count as false

Results are sorted by growth_score descending, so the hottest leads come first.


Scoring weights

SignalPointsMeaning
no_website40Biggest signal β€” they need a web presence
social_only_website25Only a Facebook/Instagram URL
low_review_count (<10)25Reputation-management opportunity
low_rating (<3.5)20Reputation repair opportunity
growing_reviews (10–49)12Early growth stage
moderate_rating (<4.0)10Modest improvement opportunity
no_phone10Missing contact info
no_hours_listed6Stale or unmanaged profile
incomplete_profile4Missing business type/category

Priority bands:

  • HIGH β‰₯ 55
  • MEDIUM β‰₯ 30
  • LOW β‰₯ 12
  • NONE below 12

Tune weights in src/lead_scoring.py for your niche.


Input

FieldTypeDefaultDescription
searchTermsstringplumbersBusiness category
locationstringAustin, TXCity / region / country
searchstringβ€”Alt: combined query like plumbers in Austin, TX
sourceenumgoogle_mapsgoogle_maps, bing_maps, yellow_pages, or all
maxResultsint100Cap on dataset output (0 = unlimited)
minGrowthScoreint30Drop leads scoring below this
priorityFilterenumALLALL / HIGH / MEDIUM / LOW
requireMissingWebsiteboolfalseOnly return businesses with no real website
extractDetailedboolfalseClick into each Maps listing for hours/coords (slow)
maxScrollsint50How deep to scroll the Maps feed
yellowPagesMaxPagesint3Search pages on Yellow Pages
bingMarketstringen-USBing locale, e.g. en-GB, de-DE, es-ES
languagestringenGoogle Maps language code
geoCoordinatesstringβ€”Bias Maps to a point: 30.2672,-97.7431
zoomLevelint14Maps zoom (used with geoCoordinates)
maxRetriesint3Navigation retries on failure
proxyproxyRESIDENTIALUse residential proxies β€” datacenter IPs get blocked

Example input

{
"searchTerms":"dentists",
"location":"Phoenix, AZ",
"source":"google_maps",
"maxResults":50,
"minGrowthScore":30,
"priorityFilter":"HIGH",
"requireMissingWebsite":true,
"proxy":{
"useApifyProxy":true,
"apifyProxyGroups":["RESIDENTIAL"]
}
}

That run returns at most 50 high-priority dentist leads in Phoenix that have no real website β€” ready for a web-design outreach campaign.


Example output record

{
"name":"Sunset Smiles Dental",
"phone":"(602) 555-0188",
"address":"1234 W Camelback Rd, Phoenix, AZ 85013",
"website":"N/A",
"rating":"3.4",
"reviews":"7",
"business_type":"Dentist",
"place_url":"https://www.google.com/maps/place/...",
"source":"google_maps",
"growth_score":85,
"priority":"HIGH",
"opportunities":["no_website","low_review_count","low_rating"],
"pitch":"Sunset Smiles Dental has no website, only 7 reviews, and rating 3.4 (reputation risk) β€” strong fit for a growth-services pitch.",
"has_website":false,
"review_count_parsed":7,
"rating_parsed":3.4
}

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