Public pages in. Clean rows out.
The specimen shop is on the left and DAX's mapped fields are on the right. Run the system to inspect the structured output.
Used vinyl, graded honestly. Ships in 48 hours from the shop floor.
Copper Sun
Night Bus Revue
Static Bloom
Harbor Lights, Vol. II
Glass Orchard
Twelve Small Storms
Southpaw Serenade
Stocked at these fine establishments
| store | city | open |
|---|---|---|
| Needle & Groove | Portland, OR | Thu–Sun |
| Crate Diggers Co-op | Austin, TX | daily |
| The Wax Cellar | Chicago, IL | Fri–Sat |
| Rotation Station | Asheville, NC | Wed–Sun |
| Dust & Groove Annex | Seattle, WA | weekends |
We scrape like guests, because we are. Public pages only — we check robots.txt before the first request and honor its crawl-delay, we rate-limit every crawler we ship and identify it in the user-agent, and we don't touch login-walled, paywalled or personal data without a lawful basis. A target that fails those checks gets declined before you pay, with the reason in writing. Boring, legal, reliable — that's the product.
Fixed price, fixed days, rows you can open.
Three scopes, each delivering a file your spreadsheet understands on day one. The top tier ships the crawler itself — documented, scheduled, and yours.
- 1 target site, up to 1,000 rows
- Clean CSV/Excel delivery
- Column mapping to your spec
- 1 revision pass
- Pagination + detail-page crawling, up to 10,000 rows
- Dedupe + data cleaning
- CSV + Google Sheet delivery
- Reusable Python/Scrapy script included
- Production scraper (Scrapy/Playwright) you own
- Polite crawling: rate limits, robots.txt respect, retries
- Scheduled runs + change alerts
- Docs + handover call
- 30 days of fix support
What the market gets wrong.
Recurring failure modes from scraping buyers on the big marketplaces — and the way this studio is built so they can't happen here.
"The scrape stalled most of the way in and went quiet — it took a formal dispute to get the rest delivered."
Staged proof, not promises: sample rows land on day one, the full file before final payment. You're never holding a receipt for data you haven't seen.
"Hard-to-reach data turned the job into weeks of hand-holding — the buyer ended up project-managing the crawler."
We test the target before we quote. JavaScript-heavy pages get headless-browser extraction (Playwright); genuinely blocked ones get an honest no up front. Any quote you accept is one we've already proven we can land.
"Every listing says 'contact me for price' — you can't budget a job nobody will put a number on."
The prices are printed on this page. Three fixed scopes, fixed day counts, add-ons with numbers attached. The negotiation is already done.
"Tens of thousands of 'verified' contacts at volume — with no accuracy guarantee and no compliance story beyond a claim."
Volume without provenance is a liability, not a lead list. Our deliveries document where each row came from, validation is a priced add-on rather than an adjective, and data that needs a login or a lawful basis we don't have is a job we decline in writing.
Bring us the stubborn site.
Free feasibility pass, fixed quote, sample rows before you pay the balance.