Blog
Tips, comparisons and lead generation guides.
Original Research
Open CSV data, transparent methods, and reusable analysis of local-business markets.
Madrid restaurants without a website: the district data
How many Madrid restaurants have no website, district by district and by venue type. An open sample, a reproducible method, and downloadable data.
Ilyas Yıldırım6 min read
Businesses Without Websites: A 3,147-Listing Study
A transparent 2026 data study of missing website links by country and business category, with downloadable aggregates and practical caveats.
Ilyas Yıldırım5 min read
Google Maps Lead Opportunity by Category: 2026 Dataset
A category-level benchmark of website, phone and review gaps in local profiles, including a downloadable dataset and scoring methodology.
Ilyas Yıldırım4 min read
Google Maps Profile Completeness Score: 2026 Study
A transparent 100-point contact-and-trust score applied to 3,147 listings, including its formula, distribution and important limitations.
Ilyas Yıldırım4 min read
Lead List Quality Scorecard: Free CSV Template
Audit lead-list completeness, duplicates, freshness, provenance and campaign readiness with a practical scorecard and downloadable CSV template.
Ilyas Yıldırım5 min read
Local Business Contactability Benchmark 2026
Phone-only, website-only, both or neither: a field-level benchmark from 3,147 local listings, plus a practical channel-routing framework.
Ilyas Yıldırım4 min read
Local Business Digital Presence Study 2026
What 3,147 local listings reveal about phone, website and review coverage across 20 countries, with data and methodology you can download.
Ilyas Yıldırım5 min read
Local Business Review Coverage Benchmark 2026
Review coverage, median volume and 100-plus-review shares across a 3,147-profile, 20-country local business sample, with CSV data.
Ilyas Yıldırım4 min read
Where Local Business Website Links Go: 2026 Study
A transparent classification of 3,147 local profile website fields into missing, social, hosted-platform and owned-domain-like destinations.
Ilyas Yıldırım4 min read
Local Business Website Gap by Country: 2026 Data
A 20-country benchmark of missing website links across 3,147 local business profiles, with downloadable data and careful sampling notes.
Ilyas Yıldırım4 min read
Local Market Opportunity Index 2026: Open Model
A reproducible country prioritization model combining website, phone and review gaps, with open CSV inputs and a reusable scoring template.
Ilyas Yıldırım4 min readOther articles
Ilyas Yıldırım9 min readHow to Find Newly Opened Businesses Without an Opening Date
Google Maps does not store when a business opened. Which signals actually work, why the review count misleads, and how to run a monthly comparison that does the job.
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Ilyas Yıldırım8 min readWhatsApp Outreach to Local Businesses: Where the Numbers Come From
In Mexico 46.9% of local businesses have a phone and nothing else. Data from 3,147 listings, how to build the number list, and what you are allowed to send.
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Ilyas Yıldırım7 min readBusinesses Without a Website in Mexico: How to Find Them
Mexico tops our 20-country sample at 68.5% of listings with no website. How many are reachable by phone, and how to build the list.
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Ilyas Yıldırım7 min readBusinesses Without a Website in Türkiye: The Data and the List
39.8% of Turkish listings have no website, and almost all of them are reachable by phone. How Türkiye differs from Mexico and how to build the list.
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Ilyas Yıldırım7 min readRestaurants Without a Website: The Signal That Predicts Them
Review count predicts a missing website better than the neighbourhood or the cuisine: 75.0% with no site under 50 reviews, 8.5% above a thousand.
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Ilyas Yıldırım8 min readn8n Google Maps Lead Generation Template: Import and Run
A ready-made n8n template that searches Google Maps, drops every business that already has a website, and appends the rest to a Google Sheet.
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Ilyas Yıldırım9 min readn8n MCP Server: AI Agent Lead Generation from Google Maps
Connect the BasedOnB MCP endpoint to an n8n AI Agent so it chooses the search itself, and set the guardrails that keep credits and job limits safe.
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Ilyas Yıldırım7 min readLocal Market Research With Google Maps Data
Measure competitor density, category saturation, and demand signals from Maps listings. Includes what the data proves, what it only suggests, and where it lies.
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Ilyas Yıldırım8 min readHow to Find Businesses With Few or No Reviews
A prospect list for review and local SEO work. Why a raw review threshold fails, how to set a local benchmark instead, and where the ethical line sits.
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Ilyas Yıldırım8 min readHow to Find Businesses With Outdated Websites
A repeatable way to build a redesign prospect list: pull local businesses that do have a site, read the platform each one runs on, and qualify from there.
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Ilyas Yıldırım8 min readHow to Get a List of Businesses in Any Area
City lists are easy. Real service areas are not. How to scope a business list to a region, a corridor, or an area you draw yourself, and where each source breaks.
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Ilyas Yıldırım8 min readGoogle Maps Scraper Chrome Extensions: What They Can Really Do
Browser extensions export what is already on your screen. Here is the ceiling they hit, the permissions to check first, and when a cloud export is the better tool.
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Ilyas Yıldırım9 min readGoogle Places API Pricing: Costs and Field Masks (2026)
See Google Places API prices, free monthly caps, field-mask tiers, and worked Text Search cost examples for a clear 2026 budget.
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Ilyas Yıldırım13 min readn8n Google Maps Lead Generation: Polling Workflow Guide
Build a reliable n8n workflow that starts a Google Maps lead job, polls its status, paginates results, and sends clean rows to Sheets or a CRM.
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Ilyas Yıldırım8 min readScraping Google Maps With Python: What Breaks and What Works
Why requests plus BeautifulSoup returns nothing, why a Selenium script stops working by month three, and the Python that keeps running. With working code.
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Ilyas Yıldırım9 min readBasedOnBusiness Affiliate Program: Earn 25% Recurring Commission
We pay 25% of every payment for as long as the customer stays subscribed. Here is the real arithmetic, who the program fits, and how to get approved.
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Ilyas Yıldırım10 min readHow to Get Emails from Google Maps (What Actually Works in 2026)
Google Maps listings have no email field. Here is where business emails really come from, which methods work, and which ones quietly ruin your deliverability.
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Ilyas Yıldırım8 min readAI Lead Generation With Real Google Maps Data: ChatGPT and Claude Setup (2026)
Ask an AI for 50 local leads and it will invent some. Connect it to a live business database and it becomes the fastest lead tool you own. Setup and prompts inside.
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Ilyas Yıldırım9 min readIs Scraping Google Maps Legal? What the Law and Google's Terms Say (2026)
Scraping public business data is not a crime in most countries, but it breaks Google's terms. What the difference means in practice, with the key court rulings.
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Ilyas Yıldırım6 min readTurn Google Maps Leads Into a Cold Email Campaign That Gets Replies (2026)
You scraped the leads. Now build the campaign: segment the list, use the enriched emails, write the sequence, stay compliant, and protect deliverability.
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Ilyas Yıldırım6 min readHow to Sell Web Design to Local Businesses Without a Website (2026 Playbook)
You pulled the list of businesses with no website. Here's the sales playbook: package the offer, run the first call, handle objections, and close local clients.
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Ilyas Yıldırım7 min readHow to Build a B2B Cold Calling List from Google Maps (2026)
Build a targeted B2B cold calling list from Google Maps: pull current phone numbers by category and city, prioritize your calls, and stay compliant with calling rules.
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Ilyas Yıldırım6 min readGoogle Places API vs. Scraping Google Maps: Which Should You Use in 2026?
Google Places API or a scraper for Google Maps business data? Compare cost, data fields, licensing limits, and no-code options to pick the right approach in 2026.
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Ilyas Yıldırım7 min readHow to Build a Business Contact Database (2026 Guide)
Build a business contact database from public data instead of buying a list: what fields to collect, how to keep it accurate, and how to stay GDPR compliant.
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Ilyas Yıldırım7 min readFinding Business Contacts Online: A Legal, Privacy & Best-Practices Guide (2026)
Is it legal to collect business contact data? A clear 2026 guide to the legality, privacy guidelines, and best practices for finding professional contacts online, without crossing a line.
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Ilyas Yıldırım4 min readHow to Export Google Maps Data to Excel (2026): Every Method, Honestly Compared
Google Takeout, My Maps, and scraper tools, here's how to actually export Google Maps business data to Excel or CSV in 2026, and which method fits your goal.
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Ilyas Yıldırım5 min readHow to Find a Business Owner's Contact Information (2026 Guide)
Need to reach the owner or decision-maker, not a generic info@ inbox? Here's a practical, honest workflow for finding business owner contact information in 2026.
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Ilyas Yıldırım5 min readGoogle Maps Scraper Pricing Compared (2026): Free Tiers and Hidden Costs
Apify, Outscraper, Bright Data, PhantomBuster, BasedOnBusiness, how Google Maps scraper pricing models actually work in 2026, and where the hidden costs hide.
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Ilyas Yıldırım9 min readHow to Find Businesses Without Websites (2026 Guide)
Build a list of local businesses with no website, using Google Maps and the website field. Includes real hit rates by category from a 3,147-listing sample.
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Ilyas Yıldırım5 min readHow to Find Business Contacts by Industry (The Google Maps Method)
Need leads from one specific industry: dentists, law firms, restaurants? Here's how to find business contacts by industry at scale using Google Maps categories.
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Ilyas Yıldırım7 min readHow to Export Google Business Profile (Google My Business) Data in 2026
Four practical ways to export your Google Business Profile (formerly Google My Business) data in 2026: manual dashboard download, Google Takeout, the official API, and bulk extraction. Pros, cons, and code examples.
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Ilyas Yıldırım2 min readbasedonb is now a Claude.ai connector, say 'find restaurants in Istanbul' and Claude does the rest
Our MCP server now supports OAuth 2.1 so Claude.ai, ChatGPT and n8n can plug in with one click, no API keys to paste.
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Ilyas Yıldırım10 min readHow to Get Google Maps Data: 2 Methods (Web UI & API)
Learn how to extract Google Maps business data using basedonb's web UI or REST API. Step-by-step guide + code examples for developers.
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Ilyas Yıldırım7 min readHow to Automate Google Maps Lead Generation with Zapier and Make.com
Step-by-step guide: connect BasedOnBusiness webhooks to Zapier or Make.com and automatically push scraped Google Maps leads into HubSpot, Google Sheets, Pipedrive, and more.
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Ilyas Yıldırım5 min readHow to Extract Google Maps Business Data: The Complete Guide
Step-by-step guide to extracting business name, phone, address, website, and ratings from Google Maps, without manual copy-paste.
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Ilyas Yıldırım4 min readBasedOnBusiness vs Outscraper: Which Is the Better Google Maps Scraper?
A detailed comparison of BasedOnBusiness and Outscraper for Google Maps data extraction: pricing, features, ease of use, and data quality.
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Ilyas Yıldırım5 min readBasedOnBusiness vs PhantomBuster: Which Tool Is Better for Google Maps Leads?
Comparing BasedOnBusiness and PhantomBuster for Google Maps data extraction: features, pricing, and ease of use.
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Ilyas Yıldırım5 min readHow to Build a Lead List from Google Maps in 2026
A practical, step-by-step guide to building targeted B2B lead lists from Google Maps: fast, accurate, no manual work.
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Ilyas Yıldırım5 min readBest Google Maps Scraper Tools in 2026 (Compared)
We compared the top Google Maps scraper tools in 2026 on pricing, accuracy, speed, and ease of use. See which one wins.
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Ilyas Yıldırım5 min readGoogle Maps Scraper for Real Estate Professionals: Generate Leads Faster
How real estate agents and brokers use Google Maps scraping to find property managers, developers, and local businesses as leads.
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Ilyas Yıldırım7 min readGoogle Maps Scraper for Agencies: Get Business Data in Seconds
Agencies waste hours researching prospects manually. See how a Google Maps scraper cuts that down to seconds, with real data on every lead.
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Ilyas Yıldırım4 min readBasedOnBusiness vs Apify: Google Maps Scraping Comparison
Apify is powerful but complex. BasedOnBusiness is purpose-built for Google Maps. See how they compare in cost, setup, and results.
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Ilyas Yıldırım7 min readHow to Find Business Contact Information (2026 Guide)
Across 3,147 local listings, 93.6% carried a phone number and 4.7% carried nothing at all. What is actually findable, where it lives, and how to pull it.
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