I will scrape any online map for address data

I’ll Extract Every Location from Any Store-Locator Page — Clean, Structured Data Ready for Analysis

Do you need every single store location from a retailer’s store-locator or location page — fast, accurately, and in a format you can use immediately? I’ll build a custom Python scraper that pulls all locations and returns a clean, validated dataset you can analyze, upload to a CRM, or integrate into your app.

What I’ll Deliver

Every order includes a bespoke, repeatable solution and a high-quality data file:

✅ Full dataset of all locations found on the store-locator page

✅ Custom column set (e.g., store name, address, city, state, zip, country, phone, email, opening hours, coordinates, store ID, store page URL — specify what you want)

✅ Structured file formats: CSV / XLSX / JSON / SQL dump (your choice)

✅ A reusable Python script (Selenium/Requests/BeautifulSoup/Scrapy as required) so you can re-run the scrape later

✅ Basic data validation & deduplication to improve quality

✅ Delivery package: data file + script + short README on how to run it

Why this works better than manual copy/paste

Automated scrapers are faster, repeatable, and less error-prone.

The script I create is unique to the site’s structure (HTML, JS, API), so it targets the exact fields you need.

You get both the data and the tool — perfect for repeated updates, scheduled runs, or bulk projects.

Tools & Techniques I Use

Requests + BeautifulSoup for static HTML scraping

Selenium / playwright-style approach for JS-heavy or interactive store locators

Scrapy for large-scale, high-speed projects

Reverse-engineering JSON/APIs when the site loads location data from backend endpoints

Pandas / OpenPyXL / SQL export for clean delivery

Typical Use Cases

Retail network analysis (site coverage, proximity studies)

Lead generation and local marketing campaigns

Competitive location mapping and market research

Geo-visualization and store density heatmaps

CRM enrichment and logistics planning

Turnaround & Pricing Notes

Swift delivery: Most single-site jobs delivered within 24 hours.

Complex sites (heavy anti-bot measures or multi-regional paginated APIs) may take longer — I’ll always confirm ETA before starting.

Number of locations rarely affects delivery time unless the website blocks scraping or uses sophisticated defenses.

I’ll quote a clear fixed price after reviewing the URL and requirements.

How It Works — Simple Process

Message me the store-locator URL and tell me what fields you need.

I’ll inspect the site and confirm feasibility + turnaround + price.

Once you approve, I’ll build and run the script, validate the results, and deliver the data + script.

If you want scheduled re-runs or ongoing monitoring, I can set that up too.

What I Need From You

The exact URL(s) of the store-locator page(s)

A list of required columns / fields (e.g., name, address, lat/long, phone)

Preferred file format for delivery (CSV / XLSX / JSON / SQL)

Any special rules (e.g., exclude closed stores, include only certain states)

Guarantees & Best Practices

I will never misuse or redistribute site data. Your data and project details remain private.

I follow best practices to limit server load and respect site usage patterns (rate limiting, polite scraping).

If a website actively blocks scraping via CAPTCHA or legal restrictions, I’ll outline safe alternatives or offer a quote for a more robust solution.

Ready to start?

Send me the store locator URL and the fields you need, and I’ll reply with a free feasibility check and a firm quote. I love interesting projects — let’s get your location data clean, structured, and actionable.