Structured review, jobs & market data
Web data you can trust, structured the way you need it.
FactDen builds reliable extractors that turn public reviews and job postings into accurate, complete, analysis-ready data. Every field parsed correctly, nothing silently dropped, kept working as the sources change.
5.0★ on the Apify Store · from $4 / 1,000 reviews · grab a free sample
Structured data, not a wall of scraped text
Most "review scrapers" hand you a blob of HTML or one undifferentiated text field and leave the real work to you. FactDen returns typed, structured fields: the overall rating split into its sub-components, pros separated from cons, the competitor a reviewer switched from captured on its own, owner responses kept distinct from the review body, and a clean markdown rendering ready to drop into an AI pipeline. The result is data you can pivot, filter, and analyze on day one.
Built around quality, not field counts
Three things matter when you're going to make decisions from this data.
Accurate
Fields are parsed correctly and land where they belong. Ratings, sub-ratings, pros, cons, and the switched-from competitor are right, so you can trust what you analyze.
Complete
The extractor captures what's available rather than stopping early or silently dropping reviews. You get the full picture of a product or hotel, not a partial sample.
Reliable
A 99%+ run-success rate, maintained as the sources change, with fast responses when something needs attention. It works when you need it.
See what the data reveals
Structured fields turn thousands of individual reviews into patterns you can act on. From a single G2 pull you can map exactly which competitors buyers switch from, where a product wins or loses on sub-ratings, and what the recurring complaints are, evidence-backed and sourced from real reviewers.
Seven extractors, on the Apify platform
API access, scheduling, integrations, and proxy rotation included, with no infrastructure to manage.
G2 Reviews Scraper
Structured G2 software reviews for battlecards, win-loss, and voice-of-customer: sub-ratings, structured pros/cons, the switched-from competitor, and a top-10 competitor ranking per product. Read the guide.
View on Apify Store →Trip.com & Ctrip Reviews Scraper
Hotel reviews from Trip.com's global site and Ctrip's (携程) mainland-China dataset in one run: sub-ratings, owner responses, reviewer origin, and travel type. Read the guide.
View on Apify Store →Expedia Reviews Scraper
Structured Expedia hotel reviews for reputation monitoring and competitor benchmarking: 1–10 ratings, sub-ratings, traveler type, photos, and owner responses, across all seven Expedia Group brands (Hotels.com, Travelocity, Orbitz…) in one run. From $2 / 1,000 reviews. Read the guide.
View on Apify Store →Hotels.com Reviews Scraper
Structured Hotels.com hotel reviews for reputation monitoring, guest-feedback and sentiment analysis: 1–10 ratings, category sub-ratings, traveler type, photos, and owner responses, plus an LLM-ready markdown block, across all seven Expedia Group brands in one run. From $2 / 1,000 reviews. Read the guide.
View on Apify Store →Google Hotels Scraper
Google Hotels prices and the full OTA rate ladder for rate shopping, revenue management and price comparison: every booking source (Booking.com, Agoda, Expedia, Priceline…) with its per-night rate and booking link, per-room rates, star class, guest ratings and reviews, one row per hotel. Read the guide.
View on Apify Store →MakeMyTrip & Goibibo Reviews Scraper
Hotel reviews from India's two largest OTAs, MakeMyTrip and Goibibo, in one run: rating, review title and text, travel type, room, photos and owner replies, plus a free hotel profile with category sub-ratings. $2.50 / 1,000 reviews, hotel details free. Read the guide.
View on Apify Store →Indeed Jobs Scraper
Structured Indeed job postings for talent sourcing, salary benchmarking, and hiring-trend analysis: title, company, salary, occupations, location, and posting date as clean fields, plus free company profiles for every employer. From $2 / 1,000 jobs. Read the guide.
View on Apify Store →What customers say
Rated 5.0 on the Apify Store.
“Strong scraper for extracting structured G2 reviews and product intelligence data.”
“Incremental crawling is solid. Took a bit to configure but runs clean once it's set up.”
“Switched-from-competitor is interesting. Super quick.”
Need something custom?
Need a field we don't expose, a different review source, or a recurring white-label data feed? We build custom crawlers and deliver data on a schedule. Tell us what you need.
Start pulling structured web data
Free tier to test, pay-per-result after. No login, no setup, no maintenance.
Browse FactDen on Apify Store