For CRM hygiene, lead qualification, SMS and voice routing and fraud checks: one row per number with valid and possible, line type (mobile, fixed, toll-free, VoIP and more), country and calling code, E.164, international, national and tel: formats, and time zones. No API key, no outside service.
For property investment screening, agency lead lists and market reports: Property24.com listings as flat rows with price and what it means, bedrooms, bathrooms, floor and erf size, and suburb. Cape Town had 3,600 homes for sale and 7,213 to rent on 2026-09-05. Monitoring returns only new ones.
For SEO agencies who need findings as data not a PDF, developers wiring a check into CI, and AI agents: one row per page with title, meta description, canonical, robots headers, headings, image alt, JSON-LD and hreflang. No invented score - every finding names the tag it came from.
For logistics, field-service scheduling, energy demand and event planning: 7-day and hour-by-hour forecasts for any US coordinates from the National Weather Service's own API. Fahrenheit and Celsius in every row. US government public domain: no API key, no rate-limit contract, no proxies.
For content research, trend tracking and AI datasets: search YouTube and get one row per video with title, channel, views as text and as a number, length, thumbnail and description. YouTube never says a search found nothing - it returns unrelated videos - so every row carries what was searched.
For influencer marketers and agencies: YouTube channels similar to a seed channel, with id, handle, subscribers, country and the videos they appeared next to. For @mkbhd, Mrwhosetheboss sat next to 5 of 5 videos read in 4 of 4 runs. Shortlist creators from an @handle, URL or channel id.
For RAG pipelines, LLM training and content repurposing: transcripts of public YouTube videos - manual and auto-generated captions - as clean text or timestamped lines. When one fails you are told which failure it was: private video, no captions, or blocked. 14 of 15 gave 83,647 characters in 48.7s.
Economic calendar events from TradingView for any date range since 2013: actual, forecast and previous values, the surprise versus forecast, importance, country and currency, in UTC and your time zone. Monitoring mode returns an event only when its actual is released or its forecast changes.
Track TikTok video views, likes, comments, shares and saves from video URLs, with engagement rate and the rounding TikTok applies. Monitoring mode returns a video only when its view count changes, with each change. Deleted and private videos come back free with the reason.
For trading signals, journalism and ethics research: every stock trade US House members disclose under the STOCK Act, from the Clerk of the House - ticker, buy or sell, trade and notification dates, whose account, and the disclosed range as lower and upper numbers. 2026 holds 1,603 filings.
For influencer outreach, brand deals and agency lead lists: the business contact each creator has published, with the source of every address on the row. It looks past the channel page to the site they link - in a 32-channel run on 2026-09-06, 10 had a contact and 4 of those only on the linked site.
For hotel revenue managers, reputation agencies and review analysts: Agoda reviews with rating, date, text, pros and cons, language, reviewer country, traveler type, room, stay and hotel reply, plus Booking.com reviews. 5 of 5 matched the Agoda page. Many hotels per run; monitoring: new ones only.
For recruiters, talent intelligence and hiring tracking: every open job on any company's Ashby board, from Ashby's own public board API, up to 200 boards per run in one row shape you can diff daily. A default run on 2026-09-01 returned 275 job rows across 3 boards. No API key, no proxies.
For pharma intelligence, site feasibility and RAG pipelines: trials from the official ClinicalTrials.gov v2 API, flattened from 12 nested modules, each start date labelled day, month or year. The registry holds 602,104 studies; a phase 2, 3 and 4 search returns 51,862 here, 2,597 naively
Search French companies by name, city, department, postcode, NAF/APE code, legal form, size or status, or look up SIREN and SIRET numbers in bulk (check digits verified first). One row per company with head office, VAT number, officers, revenue and matching establishments. No API key.
For Gulf recruitment, salary benchmarking and job boards: GulfTalent listings across 16 country sites - UAE, Saudi Arabia, Qatar, Oman, Bahrain, Kuwait and more - with the salary as two numbers, currency and period. On 2026-09-03 software-developer in the UAE hit 115 jobs, GulfTalent's own count.
For France recruitment, skills research and job boards: HelloWork listings with what most job feeds leave out - years of experience wanted, education level, and the exact skills asked for. Salaries are scarcer: only 7 of 20 listings publish one. Monitoring returns only jobs new to you.
For recruiters, talent intelligence and hiring tracking: every open job on any company's Lever board, from Lever's own public board API, up to 200 boards per run in one row shape you can diff daily. A default run on 2026-09-01 returned 155 job rows across 2 boards. No API key, no proxies.
For dealers, used-car marketplaces, insurers and fleet safety teams: safety recalls, consumer complaints and NCAP crash-test star ratings for any US-market vehicle from NHTSA's own API. Across 4,793 complaints on 2026-09-10, crash and fire flags are rare enough to be worth filtering on. No API key.
For marine ops, surf and fishing apps, offshore energy and coastal engineering: live wave height and period, wind and gusts, water and air temperature and pressure from NOAA NDBC buoys. Give a station id or a lat,lon and it finds the nearest one publishing right now. Both unit systems per row
For medical device and pharma sales, credentialing and provider directories: search the official NPPES registry for US doctors, dentists and clinics by specialty, city, ZIP, surname or organisation. 1,200 unique providers per run with zero duplicate rows. No API key, no login.
For UK recruitment, salary benchmarking and job boards: Reed.co.uk listings with the salary as two numbers and its real period - per hour, per day or per annum - plus employer, county, remote option, posting date and expiry. On 2026-09-03 developer showed 3,174 jobs nationally and 1,159 in London.
For equity research, fintech products and compliance teams: company filings from the SEC's own EDGAR API by ticker or CIK, with the full history and not just the recent window. EDGAR keeps about 1,000 filings in its main response - for Apple that hides 1,246 of 2,246 filings, 55.5% of the history.
For betting models, fantasy tools and sports dashboards: live, finished and upcoming games for MLB, NHL, NFL, NBA, NCAAF, Premier League, La Liga and MLS in one identical row shape, from official league APIs. Status folds into pre, in and post. A league out of season gets a no-games row, not silence