Lightfeed
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About
Lightfeed is a web data platform designed to transform the internet into structured, actionable datasets. Unlike traditional scrapers that rely on fragile CSS selectors or manual rules, Lightfeed uses AI to navigate websites and extract information dynamically. It functions as an end-to-end research assistant that can identify specific entities—such as startups, legal regulations, or product details—and enrich them with data from premium sources to ensure high accuracy and currency. The platform operates via a prompt-based interface where users can define the exact data points they need, such as founder LinkedIn profiles or the latest news regarding a specific company. Behind the scenes, Lightfeed employs AI agent navigation to handle complex site structures and captcha solving to bypass common extraction hurdles. Once the data is gathered, users can schedule recurring extractions to keep their pipelines updated or integrate the results directly into existing workflows via API. This tool is particularly valuable for data-driven companies, sales operations teams, and market researchers who require high-volume, high-fidelity information without the overhead of maintaining custom scraping scripts. It serves roles ranging from business development reps looking for enriched lead lists to legal tech startups tracking regulatory changes. By automating the research and enrichment cycle, it allows teams to focus on analysis rather than data collection logistics. What sets Lightfeed apart is its resilience to website layout changes; its AI-driven extraction model adapts automatically when a site is redesigned, preventing pipeline breakage. Additionally, it prioritizes enterprise-grade security, ensuring that user data is never used to train AI models and maintaining strict tenant isolation through row-level security. The combination of premium proxy management, built-in deduplication, and deep link extraction makes it a more robust alternative to standard web scraping tools.
Pros & Cons
AI-driven extraction automatically adapts to website layout changes to prevent pipeline breakage.
Ensures data privacy by never using customer information to train internal AI models.
Includes built-in support for captcha solving and premium proxy management.
Provides enterprise-grade security with tenant isolation and row-level security controls.
The Free plan is limited to a one-time allocation of 500 credits rather than a monthly refresh.
Advanced features like API access and deduplication appear restricted to the custom Business tier.
Data retention for the Free plan is limited to a 30-day window.
Use Cases
Sales teams can automate lead generation by extracting founder details and recent news from directories like YC.
Legal researchers can build pipelines that monitor and extract the latest government regulations and news across various jurisdictions.
Market analysts can generate comprehensive datasets of competitors by extracting pricing and product information without writing custom code.
Platform
Features
• api access
• data enrichment
• deduplication
• tenant isolation
• scheduled extractions
• premium proxies
• captcha solving
• ai agent navigation
FAQs
How does Lightfeed handle website layout changes?
Lightfeed uses AI to understand the semantic structure of a website rather than relying on brittle CSS selectors, allowing it to continue functioning even if a site updates its code or visual layout.
Is user data used to train Lightfeed's AI models?
No, Lightfeed maintains strict data boundaries and guarantees that user information is never used to train its AI models.
Can I access my extracted data via API?
Yes, the platform provides API access to allow companies to integrate their research results and data pipelines directly into their own internal tools and applications.
Does the tool support automated or scheduled extractions?
Yes, users can schedule automatic extractions to ensure that their datasets are updated at regular intervals without manual intervention.
How does the credit-based pricing system work?
Users are provided with a specific number of credits upfront based on their subscription plan, which are then consumed as extraction and research tasks are performed.
Pricing Plans
Business
Unknown Price• Custom token limit
• Custom rate limit
• Custom data retention
• Custom integrations
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
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