Extract and Maintain
Web Data at Scale
Effortlessly turn websites into clean, structured data sources with a simple prompt. Get instant access to your real-time web database whenever you need it - no manual scripts, no maintenance, no waiting.
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
Building a web data pipeline has never been easier
No more wasting time on manual scraping or waiting for response. 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
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
Supercharge your AI applications
No more slow, repeated crawling. Lightfeed provides real-time embedding search endpoints and MCP integration, delivering fast and fresh data directly to your AI applications.
Embedding Search
Use embedding and hybrid search to feed RAG applications.
await client.searchRecords(databaseId, { search: { text, threshold }, filter });
Model Context Protocol
Coming soonEnrich LLM conversations with structured data context.
mcp_request = { ..., tools: [{ name: 'lightfeed', config: { db_id } }] };
Fully-managed extraction databases
Automatic updates, deduplication, custom views and advanced filtering. Fast access, no more slow, repeated scraping.
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
Seamless integration
Integrate with your existing tools and workflows through our API, email, webhooks, or Zapier. Get fast data access without manual work.
API
Simple integration using Node / Python SDKs or REST API.
await client.searchRecords(databaseId, { search: { text, threshold }, filter });
Email
Automated email alerts on new data or changes.
New regulation is published → Send summary via email.
Webhook
Coming soonReal-time data updates sent to your API endpoints.
Price is changed → POST https://your-endpoint/webhook
Zapier
Coming soonNo-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.
Fully-managed extraction databases
Automatic updates, deduplication, custom views and advanced filtering. Fast access, no more slow, repeated scraping.
Companies
Updated 3 minute ago
Legal
Bay Area
Industry:Legal
Stage:Pre-seed
Extract from connected pages
Follow links to collect complete data from connected pages.
Company Directory
Company A
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
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
Supercharge your AI applications
No more slow, repeated crawling. Lightfeed provides real-time embedding search endpoints and MCP integration, delivering fast and fresh data directly to your AI applications.
Embedding Search
Use embedding and hybrid search to feed RAG applications.
await client.searchRecords(databaseId, { search: { text, threshold }, filter });
Model Context Protocol
Coming soonEnrich LLM conversations with structured data context.
mcp_request = { ..., tools: [{ name: 'lightfeed', config: { db_id } }] };
Seamless integration
Integrate with your existing tools and workflows through our API, email, webhooks, or Zapier. Get fast data access without manual work.
API
Simple integration using Node / Python SDKs or REST API.
await client.searchRecords(databaseId, { search: { text, threshold }, filter });
Email
Automated email alerts on new data or changes.
New regulation is published → Send summary via email.
Webhook
Coming soonReal-time data updates sent to your API endpoints.
Price is changed → POST https://your-endpoint/webhook
Zapier
Coming soonNo-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.
Frequently asked questions
Data Extraction Made Effortless
Ready to transform how you extract structured data from the web?
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