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The atlas · 2026
6 chapters·5 countries·2.4B records / mo

An atlas of theindustrieswe scrape.

01
CHAPTER 01 · CONSUMER COMMERCE

E-commerce & retail.

Track product, price, stock, and review data across marketplaces and DTC sites at scale. From a single SKU's competitive position to a brand's entire catalog re-indexed every four hours.

Sony WH-1000XM5
$313BEST
3 of 12 competitors above
Bose QC Ultra
$429MID
6 of 12 above · 6 below
Sennheiser Momentum
$339OVER
undercut by 4 retailers · $11
Apple AirPods Max
$539MID
benchmark of 7 sources
02
CHAPTER 02 · PROPERTY DATA

Real estate.

Multi-source listing data across regional portals, unified to one schema. Daily refresh, geocoded, with price-history continuity even when listings get re-listed.

SWITZERLAND · CH1.2M LIVE LISTINGSREFRESHED · 04:30 LOCAL · NEXT IN 22H
ImmoScout24487K listings
Homegate312K listings
Comparis198K listings
Newhome142K listings
Immowelt98K listings
+ 3 regional portals68K listings
"

Most likely no one is able to do it except you. We will see :-)

Adrian Mayer · Founder, TheDataHive · Switzerland
03
CHAPTER 03 · TALENT INTELLIGENCE

Talent & recruitment.

Aggregate hiring data across 50+ boards globally — Indeed, LinkedIn Jobs, Glassdoor, Welcome to the Jungle, StepStone — deduplicated and normalized into one schema, refreshed hourly.

Live · senior data engineer · last hour2,847 new posts
St
Senior Data Engineer · Pipelines
Stripe · Dublin, IE · €105–135K · LinkedIn
2h ago
Sh
Sr. Data Platform Engineer
Shopify · Remote, CA · CA$160–210K · Indeed
4h ago
Da
Staff Data Engineer · Lakehouse
Databricks · Berlin, DE · €120–155K · StepStone
6h ago
Do
Senior Data Engineer · Logistics
DoorDash · New York, US · $185–240K · LinkedIn
9h ago
Sb
Data Engineer III · Analytics Platform
Starbucks · Seattle, US · $135–170K · Glassdoor
11h ago
Comp benchmarks · Senior DE · n=3,420 / week
US · CA
$195K
P25 $158K · P75 $235K
EU · DE
€118K
P25 €92K · P75 €142K
UK · LDN
£94K
P25 £72K · P75 £118K
CA · TO
CA$152K
P25 CA$120K · P75 CA$180K
↻ refreshed hourly · BigQuery direct write
04
CHAPTER 04 · LIVE INVENTORY

Ticketing & events.

Real-time inventory and pricing across StubHub, SeatGeek, Ticketmaster and regional resale platforms. Sub-minute latency, webhook-based delivery into pricing engines.

Knicks vs. Celtics
Madison Square Garden · NYC
2026.05.27 · 19:30 EST
From $142Median $286↑ +8.4%
01
StubHub
Hamilton
Richard Rodgers · NYC
2026.05.30 · 20:00 EST
From $219Median $372↓ −2.1%
02
SeatGeek
Taylor Swift · Eras Tour
Wembley · London
2026.06.14 · 18:00 BST
From £489Median £1,240↑ +14.2%
03
Viagogo
15M
Listings monitored · daily
< 60s
End-to-end latency
8
Source platforms
15mo
Ficstar partnership
05
CHAPTER 05 · DELIVERY MARKETS

Food delivery.

Restaurant, menu, and pricing data from DoorDash, Uber Eats, Grubhub, and regional players. Mobile-app protocols where the web doesn't expose the data.

DD
Joe's Pizza
NYC · Pizza · $$
★ 4.7
Margherita$16.50
Pepperoni Slice$5.25
Garlic Knots · 6pc$8.95
Caesar Salad$11.50
12 items · refresh 4h ago
UE
Sushi Sakura
SF · Japanese · $$$
★ 4.8
Sashimi Deluxe$38.00
Salmon Rolls · 8pc$22.00
Miso Soup$6.50
Tempura Plate$24.50
28 items · refresh 4h ago
Gh
Casa Maria
LA · Mexican · $$
★ 4.5
Tacos · 3pc$12.99
Burrito Especial$15.50
Guacamole & Chips$9.00
Horchata$4.50
19 items · refresh 4h ago
8M
Menu items / day
142K
Restaurants covered
3
Mobile apps reverse-engineered
15
Cities · live
06
CHAPTER 06 · TRAINING DATA

AI & machine learning.

Domain-specific training corpora for LLM, embedding, and RAG products. Crawled, cleaned, deduped, and licensed — delivered as Parquet on S3 with full provenance.

corpus.fastscraping.com · ssh khalid@build-01● indexing
$ fs corpus inspect --version v3.2
{
  "corpus":      "v3.2 · domain-specific",
  "documents":   2_437_891_204,
  "tokens":      "4.8T",
  "size":        "14.2 TB · parquet",
  "languages":   42,
  "categories":  18,
  "dedup":       "minhash · simhash · 99.4% unique",
  "licensing":   "CC-aware · respects robots",
  "delivery":    "s3://client-bucket/corpus/v3.2/"
}
$ fs corpus diff v3.1 v3.2
+ 312,420,118 documents
+ 6 new categories
~ 14 source schemas updated
- 8,401,003 documents (license revoked)
$ _
2.4B
Documents · v3 corpus
4.8T
Tokens · cleaned
42
Languages covered
99.4%
Dedup rate
Licensing & provenance
  • Per-document source URL + fetch timestamp
  • License flag (CC, attribution, public)
  • robots.txt + ToS aware
  • Right-to-be-forgotten honored at source
  • Per-domain takedown SLA
Different industry, same engineering team

Your vertical not on the atlas?

Healthcare, travel, financial data, government registries — we've built one-off pipelines in most of them too. Tell us your industry and target sites, and we'll tell you honestly whether we're a fit.

24h responseFree sample dataHonest "no" if we can't
Direct line
Md Khalid Mahmud Shawon
Md Khalid Mahmud Shawon
Founder · personally
Emailkhalid@fastscraping.com
Response time< 24 hours
First call30 min · no slides