AI Scrapes It. Humans Verify It. You Ship It.
Our 4-stage pipeline combines automated web crawling, AI-powered data structuring across 40+ fields, human quality review, and delivery straight to your systems. Clean, verified web data in hours, not weeks.
Get your Custom Data Plan{"product_name": "Wireless Earbuds Pro","price": 79.99,"currency": "USD","availability": "In Stock","rating": 4.6,"review_count": 2341,"seller": "TechStore Official"}
{"product_name": "Wireless Earbuds Pro","price": 79.99,"currency": "USD","availability": "In Stock","rating": 4.6,"review_count": 2341,"seller": "TechStore Official"}
Web Scraping Is Broken. You Know It.
Legacy dealer systems can't handle modern EV operations, connected workflows, and rapidly scaling dealership networks.
Scrapers Breck Every time a site changes.
Your scrapers break every time a site changes its layout. Your team spends more time fixing extraction scripts than actually using the data. And when data finally arrives, it's messy — wrong formats, missing fields, duplicate records that nobody catches until they're in production.
AI-only scrapers hallucinate silently.
AI-only scrapers look magical in demos. But they hallucinate silently. They drop fields without warning. They guess when they should flag. And the bad data ends up in your CRM, your pricing engine, or in front of your customers.
You Need human verified Data
You don't need another scraping tool. You need a data pipeline where someone actually checks the output before it ships.

Four Stages. Zero Bad Data.
From raw URL to verified, structured data — our pipeline handles every step. No brittle scrapers, no silent hallucinations, no surprise gaps in your data.

Build
Point at any URL. Our visual builder handles pagination, pop-ups, cookie banners, and detail pages. No code. No brittle CSS selectors to maintain.
- No-code visual field mapping
- Smart pagination handling
- Cookie & consent auto-dismiss
- Bot-avoidance built in

Structure
Our AI engine transforms raw HTML into clean, typed records — parsing dates, normalizing currencies, splitting locations, structuring nested data.
- 40+ field extraction out of the box
- Schema-validated output
- Messy HTML → clean JSON
- Intelligent parsing (dates, locations, currencies)

Review
Every record lands in a review queue. Your team (or ours) approves, edits, or declines — with raw data and AI output shown side by side. Nothing ships without human approval.
- Side-by-side raw vs. structured view
- One-click approve/decline
- Bulk actions for high-volume datasets
- Full audit trail

Deliver
Approved data flows to wherever you need it. Your CRM, database, spreadsheet, API, or webhook. Batched, retried, and logged.
- REST API & webhooks
- CRM push (Salesforce, HubSpot)
- Google Sheets, Airtable, CSV
- Delivery logs & retry handling
Whatever Your Industry, We Deliver Clean Data
From e-commerce to research, Crawlify extracts the exact data your team needs — verified, structured, and ready to use.
Aggregate Event Data From Scattered Sources
Extract conference details, speakers, schedules, venues, CFP deadlines, and registration info from thousands of event websites. Power your event discovery platform with always-fresh, structured data.
- Conference aggregation platforms
- Academic event directories
- Speaker sourcing databases
- Research community calendars

Aggregate Event Data From Scattered Sources
Extract conference details, speakers, schedules, venues, CFP deadlines, and registration info from thousands of event websites. Power your event discovery platform with always-fresh, structured data.
- Conference aggregation platforms
- Academic event directories
- Speaker sourcing databases
- Research community calendars

Not a Tool. Not an Agency. A Verified Data Pipeline.
Stop wrestling with scrapers and agencies. Crawlify combines the speed of AI with the accuracy of human review — delivering data you can trust, without the engineering overhead.

DIY Scraping Tools
- You get raw data and broken scripts
- Maintenance eats 40% of engineering time
- AI hallucinations ship to production
- No quality verification

Traditional Managed Services
- Data arrives after weeks of setup
- Opaque process — you can't see what was changed
- Custom quotes for every adjustment
- No transparency in data processing

Crawlify.ai
- Clean, structured data in hours
- See raw vs. enriched data side by side
- Human review catches what AI misses
- Verified, delivery-ready data

Crawlify.ai
- Clean, structured data in hours
- See raw vs. enriched data side by side
- Human review catches what AI misses
- Verified, delivery-ready data

DIY Scraping Tools
- You get raw data and broken scripts
- Maintenance eats 40% of engineering time
- AI hallucinations ship to production
- No quality verification

Traditional Managed Services
- Data arrives after weeks of setup
- Opaque process — you can't see what was changed
- Custom quotes for every adjustment
- No transparency in data processing
Seamless Integrations. Zero Friction.
Crawlify delivers clean, structured data directly to the tools you already use. No manual exports. No extra steps.
Read What Our Customer Say
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
“Crawlify powers the data pipeline behind ScholarMeet. We needed to aggregate conference data from hundreds of scattered academic event websites — speaker lists, submission deadlines, topics, venues — and deliver it as a clean, structured feed. Crawlify's AI structuring handles the messy extraction, and the human review step ensures nothing incorrect reaches our platform. What would have taken our team weeks of manual work now runs continuously with verified accuracy.”
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
“Crawlify powers the data pipeline behind ScholarMeet. We needed to aggregate conference data from hundreds of scattered academic event websites — speaker lists, submission deadlines, topics, venues — and deliver it as a clean, structured feed. Crawlify's AI structuring handles the messy extraction, and the human review step ensures nothing incorrect reaches our platform. What would have taken our team weeks of manual work now runs continuously with verified accuracy.”
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
“Crawlify powers the data pipeline behind ScholarMeet. We needed to aggregate conference data from hundreds of scattered academic event websites — speaker lists, submission deadlines, topics, venues — and deliver it as a clean, structured feed. Crawlify's AI structuring handles the messy extraction, and the human review step ensures nothing incorrect reaches our platform. What would have taken our team weeks of manual work now runs continuously with verified accuracy.”
ScholarMeet.com
Academic Conference Management Platform
ScholarMeet aggregates data from 500+ academic conferences using Crawlify's pipeline.
Backed By A Team That Ships
Enterprise Software
10M+ verified records processed across enterprise-grade data pipelines with human-reviewed accuracy and delivery-ready outputs. Our CLEAN architecture and enterprise delivery experience means Crawlify isn't a side project — it's built on the same standards we use for Fortune 500 clients.
Common Questions
Every dataset goes through our 4-stage pipeline. After AI structures the raw data, trained reviewers verify accuracy using a side-by-side comparison of raw extraction vs. structured output. Records are approved, edited, or declined before delivery. Nothing reaches your systems without human sign-off.
Tell Us What Data You Need
Our team reviews your requirements and responds within 4 business hours with a proposed data pipeline.


