A developer has detailed a method for extracting detailed lead lists of businesses, specifically roofers in Columbus, Ohio, that bypass Google Maps' typical display limitations. The process involves using Python scripts and the specstream.ai API to query for businesses meeting specific criteria, such as high ratings with a low number of reviews, which are often missed by standard searches. The script successfully retrieved 25 such businesses, including their contact information and source URLs, at a cost of approximately $7.50. AI
IMPACT Provides a method for targeted business data extraction, bypassing platform limitations for lead generation.
RANK_REASON The item describes a method and script for extracting business data, which is a tool-related use case.
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