Lightfeed
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About
Lightfeed is an AI-powered web data extraction tool that automates the process of extracting, searching, and analyzing data from thousands of websites. It uses LLMs for semantic reasoning, enabling robust extraction of complex information. Features include a knowledge base, data deduplication, custom schema extraction, and various integrations (API, email, RSS, Slack, Zapier). Lightfeed handles dynamic content, proxies, and other challenges of web scraping. Pricing plans are available, with a free trial option.
Platform
Task
Features
• knowledge base
• ai agents
• csv export
• data deduplication
• email alerts
• custom schema extraction
• search and analysis
• web extraction
FAQs
Why Lightfeed uses LLM (large language model) to extract web data?
Lightfeed significantly outperformed state-of-art web extraction benchmarks by integrating LLMs. We leverage LLM for semantic reasoning, allowing it to extract complex information hidden in context - something traditional scraping methods can't achieve.Using LLM to extract websites is also highly robust, offering consistent results, without relying on hard-coded XPaths or CSS selectors that can break with site updates.
How does Lightfeed extract and index websites?
Lightfeed runs the following steps every day for each website that a user added: * Crawl with confidence. Lightfeed crawls websites using rotating proxies to avoid IP blocking. We also handle dynamic JS content, scrolling, caching, retry and more. * Extract into structured data. Lightfeed uses LLM to transform the main content of the crawled webpage to any custom format user defined. The process is robust to site changes and can capture implicit information embedded in the context. * Index into knowledge base. Lightfeed deduplicates the extracted results and indexes into user's personalized knowledge base. Users can also trigger workflows on any new data indexed for more complex automations (e.g. semantic search, AI agent enrichment, integrations).
What LLMs is Lightfeed using?
Lightfeed uses a combination of GPT-4o mini, Llama 3.2 8B and a custom trained SLM. We focus on models that deliver strong performance at a lower running cost, so you can get more done for the same budget.
Is Lightfeed open source?
We will open source the LLM extractor and benchmarks on GitHub soon.
How to get customer support?
We have a Discord server where you can request assistance, report issues and exchange ideas. We look forward to meet you there.
I want to use Lightfeed in my team. Do you have a business plan?
We are creating a business plan now that supports team access and 80+ integration providers. If you are interested in trying it early, please book a call or send us an email.
Pricing Plans
Starter
$6.00 / per month• 1000 credits / month
• 16K tokens
• 3 AI agents / workflow
• Data deduplication
• Extract any custom schema
• Alert via email
• Export to CSV
• Publish to RSS
Pro
$49.00 / per month• 10K credits / month
• 128K tokens
• 100 AI agents / workflow
• Data deduplication
• Extract any custom schema
• Alert via email
• Export to CSV
• Publish to RSS
Business
Unknown Price• 128K tokens
• 1000 AI agents / workflow
• Data deduplication
• Extract any custom schema
• Alert via email
• Export to CSV
• Publish to RSS
• Invite teammates
• 80+ integration providers
• CRM integrations
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