Scrapes customer reviews from Google Maps, Yelp, TripAdvisor, Trustpilot, and Facebook for any business URL. Returns reviews with rating, text, reviewer, date, and auto-calculated sentiment. $0.002 per review.
Buyer-side monitoring for actors you already depend on in production. Smoke-tests each watched actor against a known-good input, compares its output schema against the fields you expect, and tracks its recent success rate — flagging silent breakage before it shows up as bad downstream data.
Real NOAA daily weather station data and USDA county crop-yield history, plus standard derived indices (GDD, rainfall deficit) — a public-data reference layer, not yield prediction or satellite-based underwriting scoring.
Only ~12% of top-100 apps properly localize their App Store/Play Store listings. Pulls a listing across country storefronts and flags which got a real localization pass vs. a reused default — Japan, South Korea, and Germany are typically the biggest gaps.
Scrapes G2, Trustpilot, and Capterra reviews and applies AI aspect-based sentiment analysis, classifying feedback by pricing, UX, support, integrations, and performance. Detects churn signals and competitor-switching intent at $0.015 per classified review.
Real, live-fetched follower data for Instagram/TikTok/YouTube creators (not manually typed numbers) run through a transparent benchmark formula — an honestly-labeled estimated rate range, since real observed deal prices proved technically and legally inaccessible.
Tracks data center colocation capacity via real structured US permit filings (16 states, per-operator and per-jurisdiction) and global trade press coverage of capacity announcements — not real-time vacancy, which no free source publishes.
Reference-data layer for EU Deforestation Regulation and CSRD compliance: is a product/HS code in EUDR scope, what's the origin country's official EU deforestation-risk classification, does a company hit current CSRD thresholds, and what changed since your last check.
Aggregates real, free container/dry-bulk freight rate indices (Drewry WCI, Freightos Baltic Index incl. 12 trade lanes, Baltic Dry Index, Trading Economics) into one structured feed with weekly/monthly/yearly change tracking.
Real project-level interconnection queue data — 38,000+ real projects across all 7 major US ISOs (LBNL's public dataset) plus real UK National Grid connection queue CSVs — with status-change tracking, not fabricated aggregate estimates.
Track Amazon KDP category best-seller rank within Kindle Store subcategories, Kindle Unlimited enrollment, and pricing bands — the fields general Amazon scrapers miss. Built for self-publishers and KDP authors monitoring their own catalog and competitor pricing.
Checks npm and PyPI packages against the OSV vulnerability database and npm registry. Detects CVEs, suspicious maintainer patterns, and supply chain risks. Paste your package.json or requirements.txt. £0.001 per package checked.
Real UK planning applications near a postcode — proximity-matched, classified, status-change tracked, and synthesized into plain-English summaries from real government data. Not raw council search — the diff/alert/explain layer on top of it.
Finds podcast episodes by topic or guest name, extracts host contact details and booking links, scores episode reach, and exports structured leads for outreach — ideal for PR teams, authors, and speakers building a media presence.
Monitors Reddit subreddits for keyword mentions, classifies sentiment, scores engagement velocity, and delivers only new alerts since the last run. Affordable GummySearch replacement at $0.01/alert. Works with n8n, Make, and Slack for brand monitoring and lead generation.
Tracks UK regulatory change itself — new/amended statutory instruments and FCA policy — with a real section-level diff engine, not entity compliance status. Plain-English change summaries from real government sources, not raw document dumps.
Real sold-price comps (not just asking prices) across Vinted, Depop, Poshmark, StockX, and Mercari — median, P10/P90, and sell-through rate per search, so resellers stop pricing inventory by eyeballing listings by hand.
Tracks a paper's real lifecycle across arXiv, bioRxiv/medRxiv, Crossref, OpenAlex and PubMed — preprint to peer-reviewed to published — and flags retractions urgently. Agent-consumable evidence infrastructure, not a static paper list.
Monitors SaaS competitor pricing pages, extracts structured plan schemas (plan names, prices, features, limits), diffs against previous runs, and only charges PPE when a meaningful change is detected. Returns natural-language summaries of what changed. AI or pattern-based extraction.
Real product safety recalls from CPSC, FDA, UK OPSS, EU Safety Gate, Canada and Australia, normalized to one severity scale and matched against your product catalogue by UPC/model/brand with a confidence score — not just a raw recall list.
Screens names against real OFAC SDN, UN, EU, and UK FCDO sanctions lists with fuzzy matching and cross-list deduplication, and flags exactly when a watched entity's match status changes — new listing or delisting — since your last check.
Parses SEC EDGAR Form 4 insider trading filings, scores each transaction for signal strength, and detects cluster buying. CEO open-market purchases and multi-insider clusters flagged. Zero copyright risk: EDGAR is US public-domain government data.
Bilateral trade-flow data and supply-chain concentration risk (HHI) by HS code and country pair, from UN Comtrade's real public statistics. Scoped to aggregate country-level data, not company-level bills of lading — see README for exactly why.
Monitors any Shopify store for new product launches, price changes, and stock shifts between runs. Uses Shopify's built-in /products.json endpoint – no auth required. Structured product change feeds for dropshippers and market researchers.