lead-intelligence

Social graph analysis finds warm leads by mapping mutual connections to discover the shortest introduction chain. This approach identifies high-value contacts and reveals the warmest paths for outreach, replacing traditional cold calling methods.

Automated lead scoring and outreach uses an AI-native pipeline to search, score, and draft personalized messages across email, LinkedIn, and X. It evaluates high-signal factors and generates channel-specific outreach to engage qualified contacts.

Yes, Exa API and X API keys are required dependencies for lead generation. The pipeline uses Exa for web search and X APIs for social graph analysis, while LinkedIn, Apollo, and GitHub access are optional enrichments.

Yes, you can use this for B2B fundraising contact discovery. The pipeline targets specific industries to find and reach high-value contacts, making it suitable for sales, partnerships, and funding outreach campaigns.

Warm path discovery differs by mapping your social graph to find mutual connections rather than scraping cold lists. It calculates the shortest introduction chain to each lead, enabling warmer outreach through trusted referrals.

Yes, you can draft personalized outreach messages across multiple channels. The pipeline generates tailored drafts for email, LinkedIn, and X, using enriched lead data and mutual connection context to increase response rates.