JSON to Revenue: Revenues is a technical Workflow to Enrich Google Maps Data Scraping Thousands of local businesses can be easily scraped out of Google Maps. Tools such as the Google Maps Scraper can grab a list of 5,000 coordinates, names, and phone numbers in minutes; the problem is usability. The scrape data is usually…
Automation of Local Intelligence: The Technical Case of Google Maps Scraping In growth engineering, data acquisition can become the largest source of bottleneck. The operational and technical difference between the two approaches is that, unless you are using a programmatic extraction technique (such as the Public Scraper Ultimate) the overall speed of the process is…
Engineering Your Lead Gen: A Technical Guide to Google Maps Scraping You know, when you have tried to take a subset of Google Maps, the difference between a raw dump and usable database. Even a simple scraper will provide you a list of names, and a well-engineered workflow will provide you an ROI machine. It…
Programmatic Lead Generation: A Workflow AI Targeting and Google Maps Scraping In technical sales and growth engineering, data volume is not much of a bottleneck. The actual problem is the signal-to noise ratio. Assuming that you feed your CRM with 10,000 unverified rows, this is not a pipeline, this is technical debt. The remedy of…
Learning GMB Scraping: A Technical Guide to Local SEO Data Automation Assuming you are in the local SEO industry, sales, or lead generation, you are probably used to the manual chore of data mining. You have to scrape a market, however the data is in hundreds of individual Google Maps entries. Enter the GMB Scraper.…
Automating Local Intelligence: A Guide to scraping Google Maps that is readable by humans We are all guilty of it. You have a list of local businesses – maybe to generate leads or do competitor analysis – and you can find yourself clicking through Google Maps profiles and copy-pasting the phone numbers into Excel and…
Engineering Guide to Compliance and Architecture of Google Maps Data Extraction in 2025. Note: I am a technical writer, not a lawyer. The analysis below of technical implementation and the best practice is not a legal advice. To data engineers and growth hackers, Google Maps is not just a map, but it is the largest,…