Definitive Healthcare
HealthcareTheir dedication to aligning improvements with our long-term objectives showcases their understanding of our business needs. This partnership has proven to be a catalyst for mutual growth and success.
Web data extraction services
4.9 /5
4.9 /5Your web data,built and runfor you
Fully managed service for custom web data extraction. We build, manage, and maintain your entire data acquisition pipeline — from discovery to delivery.
500M+
Websites crawled
60M+
URLs monitored yearly
100+
Data experts
99.7%
Accuracy
What we manage
Crawl any website. At any scale.
Multi-source acquisition and enrichment. Every pipeline is custom-built and run by a dedicated Forage AI team.
Fully managed
We build, monitor, and maintain your entire data pipeline, so your engineers stay focused on your product and analytics.
Custom built
Extraction tailored to the sources, fields, and refresh rate your work actually needs.
QA you can trust
Every dataset verified by a QA team at 3× industry standard for field-level accuracy.
Compliance guaranteed
GDPR and CCPA compliant scraping. We document the data trail and ensure your scraping is ethical and legally compliant.
Sovereign AI
On-premises deployment available. No training on your data, no reselling.
Constant guidance
Engineers, PMs, and data experts running your project alongside your team.
Find new sources
From hundreds to millions of records, with no drop in reliability.
Delivered to your stack
Clean, structured data landed in your warehouse, ready to query.
The Forage AI advantageYour team stops managing extraction.
Your team stops managing extraction.
Starts using data.
STATUS: TANGLED
A typical data extraction pipeline
Every step is yours to build, run, and fix — forever.
01Define scope & discover sources
02Build anti-bot infrastructure
03Monitor & re-engineer
04Clean & normalize data
05Manual QA & validation
06Continuous monitoring
vs
STATUS: STREAMLINED
The Forage AI advantage
You hand off requirements. We hand back clean, structured data.
1
Share your requirements
2
We build, run, and maintain
3
Clean data lands in your warehouse
Why Forage AI
Best of technology and experience.
Engineers, project managers, and data experts who become part of your team. From scoping through production, and the ongoing work after.
Complex data is our forte
We deliver web data others cant. At the scale, other wont. Niche sources, complex structures, hyper-scale volumes, - handled with precision.
Dedicated team
A PM with a dedicated team owns your project end-to-end. Single point of contact for status, tickets, and communication. Prompt, scheduled check-ins on the cadence your workflow sets.
Scalable custom solutions
Data extraction designed for your particular needs. We scrape whatever you need. No more, no less. Easily scale from hundreds to millions of records.
In it for the long run
Future-ready infrastructure, sharp minds, and hands-on consultation. Built to grow with you.
Use cases & industries
Any industry, any data.
Alt-data signals
SEC filings
Private company firmographics
M&A target sourcing
ESG signals
Underwriting data
Claims fraud detection
Property risk data
Reinsurance pricing intel
Insurance quote monitoring
Alt-data signals
SEC filings
Private company firmographics
M&A target sourcing
ESG signals
Underwriting data
Claims fraud detection
Property risk data
Reinsurance pricing intel
Insurance quote monitoring
Commercial RE listings
Residential property data
Property tax records
Construction permit tracking
Rental pricing data
B2B firmographic data
Executive contact data
Hiring signal monitoring
Tech stack detection
Account intent signals
Commercial RE listings
Residential property data
Property tax records
Construction permit tracking
Rental pricing data
B2B firmographic data
Executive contact data
Hiring signal monitoring
Tech stack detection
Account intent signals
Firmographic Data
ARR · HEADCOUNT · STACK · ICP
$42MFunding1,240Headcount18Tech
Company profiles, built for targeting and research.
Funding, headcount, tech stack, revenue, location, and verified contacts, mapped to a clean schema. Refreshed on a set cadence so your segmentation and market sizing run on current numbers, not a stale snapshot.
Explore Firmographic Data →Social Media Data
SOCIAL PROFILES · B2B
Social profile, posts, and engagements.
Likes, comments, shares, follower counts, and sentiment, delivered in one consistent structure. Built for brand monitoring, competitive tracking, and audience research without running a dozen scrapers yourself.
Explore Social Media Data →News Data
WIRE · PR · RSS · SENTIMENT
BLOOMBERG12m
AP31m
Headlines and sentiment from outlets worldwide.
Full text, publisher, timestamp, and sentiment, captured as stories break across wires, PR feeds, and RSS. Built for market intelligence, deal monitoring, and tracking the companies you care about as the news moves.
Explore News Data →Data for AI
FINE-TUNE · RAG · AGENTS
VECTOR
TextImageAudioVideo
Custom training data for AI models
Clean datasets for fine-tuning, RAG, and agent grounding, across text, images, audio, and video. Built to drop straight into your vector store and refreshed on a schedule so your models keep learning from current data.
Explore Data for AI →Ecommerce Data
PRICE · STOCK · REVIEWS · SKU
In stock
$129.00$149.00
Pricing, availability, and reviews at SKU level.
Track competitor prices, assortment, stock, and ratings across marketplaces and retailers. Updated as often as your category moves, so pricing and merchandising decisions run on what’s live right now.
Explore Ecommerce Data →Custom Data
API · DOM · PDF · STREAM
{ "source": "any-site.com",
"fields": [title, price, +9],
"refresh": "hourly" }
Any source, any field, scoped to your spec.
Tell us the sites, the fields, and the refresh you need. We scope it, build the pipeline, QA every field, and keep it running as the sites change underneath it.
Talk to a data expert →Customer testimonialsVoices from the data teams
Voices from the data teams
already on the other side.
Beyond web data
More ways we put your data to work.
The same team and standards behind your web data extends to documents and automation.
Docs data
Intelligent Document Processing
Turn unstructured documents — PDFs, invoices, contracts, and forms — into clean, validated, structured data. Classification, OCR, and extraction tuned to your document types and rules.
- Any doc type - including handwritten
- Human-in-the-loop QA
- Straight into your systems
AI solutions
Adaptive automation via AI agents
AI agents that navigate, decide, and act across changing data landscape — automating the multi-step workflows that brittle scripts can’t sustain. They adapt as your sources and processes evolve. Manage edge cases easily.
- Entity matching
- Change monitoring
- Autonomous incident triage system
Resources
All resources →Latest and hottest in web data.
Researching your way through web data? Start here.
In-house works when the scope is small and stable: a fixed set of clean sources, no anti-bot to engineer around, and a predictable schema. Once any of that shifts — sources moving, anti-bot escalating, scope expanding, scale climbing — the cost shifts too. Extraction at real scale usually pulls engineering capacity full-time, along with QA to catch silent failures before they reach your product. Forage AI is the call when extraction isn't the work you want your engineering team owning.
The team monitors extractions for breakage and rebuilds the logic when source structures change. You don't run the diagnosis or the fix. For anti-bot, the method gets matched to the source: proxy patterns, browser-based extraction, render-after-load, whatever the site needs. When new defensive patterns appear, human review on the logic before it goes back into production. Site changes are part of the ongoing engagement, not a separate request from your side.
Yes. After the scoping call, a small pilot runs against a defined subset of your sources: your fields, your format, your actual data, at a limited scope. You see what the output looks like before the larger build starts. Pilots are how the relationship begins.
Projects start with a paid pilot within a defined scope, then move to ongoing extraction once the pilot lands. Pricing is custom per project, with no tier card to slot you into. Scope changes happen through conversation with the same team that runs your project: new sources added, fields adjusted, refresh frequency changed — all without re-papering the contract.
START FORAGING
The first call is to understand your project.
Tell us about your business and project requirements.
- Source health check on your actual targets
- A tailored plan scoped to your use case
- Sample output before you commit
Get in touch