Data digest, issue 2 (2026-10-26)

Every figure below is computed from the rows of the published sample CSVs, which are small slices of real actor runs. Treat them as spot checks of what each source returns, not market statistics.

Highlights

Changed since the last issue

All sources

SourceSample rowsNewest dateMost common categoryAvg field coverage
Amazon Best Sellers top 100 as a table, 21 countries102026-10-13no repeated value90.5%
Amazon product search results as a clean table42026-10-09Logitech (2 of 4)92.6%
Apple App Store reviews and ratings by country92026-01-12Spotify: Music and Podcasts (9 of 9)38.6%
Open jobs from Greenhouse, Lever and Ashby career pages122026-10-09Software Engineering (3 of 12)94.4%
Building permits and violations from US city portals122026-09-09RENOVATION/ALTERATION (10 of 12)100.0%
City council agenda items and votes, searchable data122026-10-08Seattle, WA (12 of 12)91.2%
Turn a list of domains into company profiles82026-10-11en-US (4 of 8)70.8%
News alerts for companies and keywords as data112026-10-11US (7 of 11)92.1%
Hacker News, npm and PyPI signals for developer-tool teams42026-10-09hackernews (3 of 4)63.0%
WHOIS/RDAP, DNS, SSL and security headers in one call82026-10-11quarantine (4 of 8)96.2%
Facebook pages scraper: followers, category and ad status without login10no date fieldno repeated value77.9%
Federal grants and contract awards in one feed122026-09-10U.S. Mission to Tunisia (2 of 12)92.7%
New trucking companies, the week they get authority122026-10-09CA (4 of 12)94.0%
Google Maps new business radar: newly opened local businesses52026-10-14no repeated value92.9%
Google Maps scraper: places, ratings and details as a table102026-10-14no repeated value79.4%
Hiring velocity signals: company growth from job posts52026-10-18no repeated value97.3%
Instagram posts scraper: captions, likes, comments and carousels102026-10-17no repeated value88.2%
Instagram public profile scraper: followers, posts and engagement without login2no date fieldno repeated value96.4%
Instagram reels scraper: plays, comments and music102026-10-17no repeated value86.4%
LinkedIn company scraper: size, industry, followers and headquarters, no login4no date fieldno repeated value93.2%
LinkedIn posts scraper: search public posts by keyword, no login102026-10-15no repeated value100.0%
LinkedIn public job listings without a login42026-10-06Not Applicable (4 of 4)86.7%
Local businesses with no website, from OpenStreetMap122025-12-19dentist (12 of 12)72.2%
Google Maps listing change monitor: ratings, hours and closures10no date fieldno repeated value64.7%
Facebook and Instagram ads from the Meta Ad Library42026-09-01image (4 of 4)94.1%
New LLCs and corporations by state122026-10-10CO (12 of 12)100.0%
Remote jobs from 6 job boards in one deduped table102026-10-13no repeated value88.1%
SAM.gov contract opportunities as a clean feed102026-12-23no repeated value94.2%
Screen names against OFAC, EU, UN and UK lists6no date fieldclear (3 of 6)79.4%
Startups that just filed an SEC Form D122026-10-09Other Technology (5 of 12)91.9%
Shopify store details: theme, apps, products62026-10-11US (5 of 5)79.2%
Every URL in a sitemap, with an optional broken-link check12no date field/blog (12 of 12)100.0%
Page-level technical SEO audit as data52026-10-11en (4 of 5)92.2%
Threads profile scraper: posts, views and likes without login102026-10-12no repeated value92.9%
TikTok comments scraper: comments, likes and replies as a table502022-08-22no repeated value100.0%
TikTok followers scraper: follower and following lists with profile stats20no date fieldno repeated value100.0%
TikTok hashtag scraper: videos by hashtag or search with engagement stats202026-10-11no repeated value100.0%
TikTok profile scraper: followers, posts and engagement52026-10-14no repeated value98.8%
WARN layoff notices from 7 states as clean rows122026-10-06CA (12 of 12)100.0%
Emails and phones from a list of company websites52026-10-11ok (5 of 5)70.4%
Web design leads: local businesses with no or weak websites4no date fieldno repeated value100.0%
What is this website built on?102026-10-11cloudflare (6 of 10)100.0%
Jobs from any Workday career site122026-10-06no repeated value86.2%
YouTube channel scraper: subscribers, totals and latest videos102026-10-18no repeated value100.0%
YouTube comments scraper: comments and replies as a table102026-10-14no repeated value98.3%
YouTube Shorts scraper: views, likes and dates as a table102026-10-18no repeated value94.4%
YouTube sponsorship tracker: sponsors, promo codes and tracked links102026-10-13no repeated value92.7%
YouTube transcript extractor: captions as text, segments, SRT or VTT1no date fieldno repeated value100.0%
YouTube video scraper: views, likes, dates and tags as a table102026-05-15no repeated value96.1%

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