Step 1 of 5
Free consultation
It's a good time to get info about each other, share values, and discuss your project in detail. We will advise you on a solution and help you understand if we are a perfect match for you.
We built a custom Google Maps scraping solution that allows the client - a U.S.-based data intelligence and marketing advisory firm, to independently collect publicly available business data across the U.S. The system performs targeted company searches, identifies relevant listings and URLs, and processes the data through a structured pipeline for cleaning, normalization, and delivery. This approach gave the client full control over data freshness, structure, and scalability.
60–70
%
business coverage achieved across targeted U.S. regions and categories
.webp)
Aiohttp
Lxml & Regex
Geopy
PostgreSQL
Loguru
THE CHALLENGE
The client relied on third-party data providers but received incomplete business records with a very limited set of parameters. To gain more control and data depth, they decided to collect and manage the data themselves. Manual enrichment proved slow and expensive, while the business required regularly updated, detailed datasets at scale to support marketing insights,and consulting recommendations for U.S. companies.
THE SOLUTION
We built an automated Google Maps–based data collection pipeline designed to operate at national scale.
The solution performs targeted company name searches via Google Maps, identifying and collecting relevant business listings and URLs across the United States. This stage focuses on accurate discovery and coverage, deliberately excluding the parsing or storage of extended Google attributes to ensure speed, stability, and controlled data scope.
The system uses an automated scraper with geo-based search, category targeting, and anti-ban mechanisms. Raw data is cleaned, deduplicated, and standardized before being stored in PostgreSQL, ensuring high data quality and consistent business attributes at scale.
The pipeline includes automated CSV exports and scheduled monthly updates, eliminating manual effort. End-to-end testing, monitoring, and documentation ensure reliable operation, transparent results, and a cost-efficient alternative to traditional data providers.
THE RESULT
The automated pipeline enabled the client to independently collect and refresh U.S. business data at scale, achieving 60–70% coverage of targeted businesses via Google Maps. Compared to third-party providers, the solution significantly increased data depth and freshness while eliminating manual verification costs. Monthly automated updates replaced slow, expensive enrichment workflows, allowing IDM to deliver more accurate segmentation, faster marketing insights, and higher-quality consulting recommendations using consistently up-to-date datasets
business coverage achieved across targeted U.S. regions and categories





Step 1 of 5

Step 2 of 5

Step 3 of 5

Step 4 of 5

Step 5 of 5
Step 1 of 5

Step 2 of 5

Step 3 of 5

Step 4 of 5

Step 5 of 5
Step 1 of 7

Step 2 of 7

Step 3 of 7

Step 4 of 7

Step 5 of 7

Step 6 of 7

Step 7 of 7
Step 1 of 5
Free consultation

Step 2 of 5
Discovering And Feasibility Analysis

Step 3 of 5
Solution Development

Step 4 of 5
Solution Delivery

Step 5 of 5
Support And Continuous Improvement
Step 1 of 5

Step 2 of 5

Step 3 of 5

Step 4 of 5

Step 5 of 5
minutes auto-update
Search categories

Leadmarket is the lead-collecting web solution made by Dataforest.
real estate objects
search run

Stantem enables lead generation automation in the US real estate market.
manual work reduced
pages processed daily

Jonathan Lien

They always find cutting-edge solutions, and they help bring our ideas to life.
minutes auto-update
Search categories

Leadmarket is the lead-collecting web solution made by Dataforest.
real estate objects
search run

Stantem enables lead generation automation in the US real estate market.
manual work reduced
pages processed daily

Jonathan Lien

They always find cutting-edge solutions, and they help bring our ideas to life.
minutes auto-update
Search categories

Leadmarket is the lead-collecting web solution made by Dataforest.
real estate objects
search run

Stantem enables lead generation automation in the US real estate market.
Sales quality ratio vs. human agents
voice bot response latency — faster than human reaction time

AI-Powered Cold Calling: Real-Time Voice-to-Voice Conversations
hours/month of manual work eliminated
increase in overall productivity

AI Platform Revolutionizing Healthcare Insights
total unique users
products monitored

Josef Ganim

AI-Powered E-commerce Platform: Data-Driven Case
of transactions related to the incoming alerts are successfully identified
of identified transactions are automatically refunded

Chargeback Management B2B SaaS Platform
leads managed on the platform
conversion rate
.webp)
Email marketing SaaS platform
companies scraped
parameters used for scoring
.webp)
Streamlining Investment with AI-Powered Scoring
top providers integrated
payment processing success rate
.webp)
RedLeo: The All-in-One Financial Platform to Manage Business Payments.
tailored recommendations delivery
products supported by the platform
.webp)
LLM-Powered Recommendation System
of valid input are processed
insights delivery

Automating Reporting and Analysis with Intelligent AI Chatbots
sec photo delivery
user face similarity

Gen AI Hairstyle Try-On Solution
client experience improved
boosted speed of the new workflow

Improve chatbot efficiency and usability with AI Agent
Model accuracy
Attributes labeled with vision LLM
.webp)
Revolutionizing Image Detection Workflow with Gen AI Automation
solution to handle more than 200 reports
seconds to load a report

Enra Group is the UK's leading provider and distributor of specialist property finance.
real estate objects
search run

Stantem enables lead generation automation in the US real estate market.
minutes auto-update
Search categories

Leadmarket is the lead-collecting web solution made by Dataforest.
seconds for doc generation
doc actions with notifications

Andy Tomka

If you are looking for a strong product manager who takes the time to become enmeshed in your business and industry, then Maryna is the person for the job.
increase in new policy sales
Customer retention

Peter N.

The DATAFOREST team truly understood the issues we were facing and came up with solutions that have completely transformed our insurance agency.
DB entries
integrated sources

Charlie White

Their communication was great, and their ability to work within our time zone was very much appreciated.
monthly savings
performance optimization

Harris N.

The team's deep understanding of our needs allowed us to achieve a more secure, robust, and faster infrastructure that can handle growth without incurring exorbitant costs.
DB entries daily
sources integrations

Lesley D.

We are extremely satisfied with the automated and streamlined process that DATAFOREST has provided for us.
data processed
accuracy improvement

Sean B.

Great work! The team provided an excellent solution for consolidating our data from multiple sources and creating valuable insights for our business.
data upload
influencers

Johannes R.

We are delighted with our results and with DATAFOREST's professional services, they have helped us to generate additional revenue!
CX improvement
cost reduction

Alex Rasowsky
They delivered a successful AI model that integrated well into the overall solution and exceeded expectations for accuracy.
customer retention boost
profit growth

Christopher Loss

The team has met all requirements. DATAFOREST produces high-quality deliverables on time and at excellent value.
faster service
CX boost

Brian Bowman

Technically proficient and solution-oriented.
manual work reduced
work experience boost

Bernd Herzmann
DATAFOREST has an excellent workflow and provide constant and close communication. The team brings in a range of technical talent to address issues as they arise.
increase in sales
revenue boost

Amir R.

They easily understand industry-specific data and KPIs, and their efficiency as a team allows them to deliver results quickly.
productivity boost
increase in sales

Mark S.
.webp)
The team reliably achieves what they promise and does so at a competitive price. Another impressive trait is their ability to prioritize features more critical to the core solution.
FTE costs reduction
revenue growth

Aleksandr Kharin

They immediately understood needs and expectations and assembled an excellent team to ensure the project is delivered on time and within budget. They remain very flexible and responsive.
CX boost
cost optimization

Gonzalo Ramos

DATAFOREST is reliable in delivering quality solutions. Besides, they demonstrate effective project management and communication despite working remotely.
model accuracy
timely development

Enrico Cattabiani

They understood our requirements, translated into actions rapidly, and adapted to requests easily.
system integrations
CX boost

Stuart Theobald

They've had a quick grasp of what we are trying to do and delivered to our spec without a fuss.
performance boost
cost optimization

Daniel Garner

The team of DATAFOREST is very skilled and equipped with high knowledge.
performance boost
monitoring

Dean Schapiro

Not only are they experts in their domains, but they are also provide perfect outcomes.
QPS performance
cost reduction

Robert P.

They have very intelligent people on their team — people that I would gladly hire and pay for myself.
manual work reduced
system integrations

Michelle Nguyen

Their technical knowledge and skills offer great advantages. The entire team has been extremely professional.
supplier integrations
cost reduction

David Schwarz

DATAFOREST has the best data engineering expertise we have seen on the market in recent years.
sales growth
traffic boost

Jeremy Groves

They developed solutions that brought value to our business.
increase in sales
dead zones removed

Jared D.

DATAFOREST provides meaningful shopper-behavior Insights. They are very responsive and effective, trying to engineer and offer the best fit solution.
forecasting accuracy
out-of-stock reduced

Andrew M.

I think what is really special about the DATAFOREST service is its flexibility, openness, and level of quality and expertise.
pages processed daily
updates checking

Sebastian Torrealba

These guys are fully dedicated to their client's success and go the extra mile to ensure things are done right.
manual work reduced
pages processed daily

Jonathan Lien

They always find cutting-edge solutions, and they help bring our ideas to life.
Share project details, like scope or challenges. We'll review and follow up with next steps.
Thanks for your submission!
