Extract and Maintain
Web Data at Scale
Effortlessly turn entire websites into clean, structured, real-time data with a simple prompt. Just data you need, no more manual scripts or maintenance.
PROMPT
From YC Directory, find startups in the legal space, including their name, description, web page, founder's LinkedIn and latest news
| Company | Description | Website | Founder's LinkedIn | Latest news |
|---|---|---|---|---|
Updated 1 hour ago
Page 1 of 5
Trusted by great companies
Getting structured data from the web has never been easier
No more wasting time on broken scripts. Lightfeed transforms websites into a searchable, real-time data source - just prompt what you need.
Prompt is all your need
Just describe what you need. Lightfeed will handle the rest.
PROMPT
Extract a list of B2B companies, including their name, description, website. From their website, find their pricing and contact email.
Extract from connected pages
Follow links to collect complete data from connected pages.
Company Directory
Company A
Track value changes automatically
Monitor and record data changes in real-time with historical versioning and value comparison.
Products
Just now
| Record | Price |
|---|---|
$89.00 was $89.00 | |
Price History
Tracked changes over time
+6.74%
7 days ago
Today
Last updated
Just now
Adapt to any website layout
Use AI models to interpret and extract any website. No more manual scraping.
Shopping
News
Regulations
Forums
Real Estate
Documentation
Fully-managed extraction databases
Automatic updates, deduplication, custom views and advanced filtering.
Companies
Updated 3 minute ago
Legal
Bay Area
Industry:Legal
Stage:Pre-seed
AI-ready integrations
APIs via SDK/REST, Model Context Protocol, embedding search endpoints, and no-code automation with Zapier.
API
Simple SDK integration in Node, Python, or REST.
await app.query(dbId, { viewId, fromDate });
Model Context Protocol
Enrich LLM conversations with structured data context.
mcp_request = { ..., tools: [{ name: 'lightfeed', config: { db_id } }] };
AI Search
Use embedding and hybrid search to feed RAG applications.
await app.embeddingSearch(dbId, { searchText });
Zapier
No-code workflows with 7000+ app integrations.
New lead is extracted → Send to CRM.
Prompt is all your need
Just describe what you need. Lightfeed will handle the rest.
PROMPT
Extract a list of B2B companies, including their name, description, website. From their website, find their pricing and contact email.
Adapt to any website layout
Use AI models to interpret and extract any website. No more manual scraping.
Shopping
News
Regulations
Forums
Real Estate
Documentation
Extract from connected pages
Follow links to collect complete data from connected pages.
Company Directory
Company A
Fully-managed extraction databases
Automatic updates, deduplication, custom views and advanced filtering.
Companies
Updated 3 minute ago
Legal
Bay Area
Industry:Legal
Stage:Pre-seed
Track value changes automatically
Monitor and record data changes in real-time with historical versioning and value comparison.
Products
Just now
| Record | Price |
|---|---|
$89.00 was $89.00 | |
Price History
Tracked changes over time
+6.74%
7 days ago
Today
Last updated
Just now
AI-ready integrations
APIs via SDK/REST, Model Context Protocol, embedding search endpoints, and no-code automation with Zapier.
API
Simple SDK integration in Node, Python, or REST.
await app.query(dbId, { viewId, fromDate });
Model Context Protocol
Enrich LLM conversations with structured data context.
mcp_request = { ..., tools: [{ name: 'lightfeed', config: { db_id } }] };
AI Search
Use embedding and hybrid search to feed RAG applications.
await app.embeddingSearch(dbId, { searchText });
Zapier
No-code workflows with 7000+ app integrations.
New lead is extracted → Send to CRM.
We keep your data protected
Security and privacy are foundational to our platform, not afterthoughts.
No Training Data
Your data is never used to train AI models. We maintain strict data boundaries for all user information.
Industry-standard Encryption
All data in transit is secured with TLS encryption protocols, ensuring confidential information remains protected at all times.
Tenant Isolation Architecture
We implement robust data segregation with row-level security controls to maintain complete separation between user environments.
Data Extraction Made Effortless
Ready to transform how you extract structured data from the web?
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