{"componentChunkName":"component---src-templates-compete-db-md-js","path":"/compare/lusha/ai/md/","result":{"data":{"doc":{"id":"394b642c-b402-5c60-b4f0-dca7bbc78a1d","title":"Lusha","createdAt":"2026-10-27T21:17:00.000Z","properties":{"Domain":{"value":"https://lusha.com"},"Product":{"value":{"name":"Data Vendor"}},"Market":{"value":{"name":"Commercial"}},"Status":{"value":{"name":"watch"}},"Summary":{"value":"B2B sales intelligence platform providing verified contact data, company insights, and buying signals to help GTM teams and AI agents build pipelines and drive revenue."},"Tag":{"value":"Data you can build on"},"Funding":{"value":"$245M (Series B)"},"Founded":{"value":"2016"},"Team":{"value":"200-500"},"Details":{"value":"B2B sales intelligence and data platform founded 2016 by Yoni Tserruya and Assaf Eisenstein. HQ Boston, engineering/data in Tel Aviv. $245M raised; $205M Series B (Nov 2021) at $1.5B valuation after $40M Series A. ~$55M revenue, ~514K monthly visits, ~68K LinkedIn followers.\nProduct-led: freemium, no credit card, monthly free credits, Chrome extension, self-serve Starter/Pro/Premium tiers.\nSales-led secondary: custom Scale plan with annual agreement; gates full API, Salesforce enrichment, advanced intent, high-volume CSV.\nOpen-source: lusha-oss GitHub with Apache-2.0 MCP server and n8n, Cursor, VS Code Copilot plugins; core data proprietary.\nData vendor, not platform: no unified person timeline, no rep workbench, workflows outsourced to Clay/n8n. Commercial market: SMB/startup sweet spot, thin gated enterprise features."},"Features_List":{"value":"- Search database with 515M+ verified contacts and 29M companies\n- Deep Intelligence layer: predictive scoring, buying committee mapping, lookalike audiences\n- 26 buying signal types: funding rounds, hiring surges, leadership changes\n- Browser extension overlaying contact data on LinkedIn, Sales Navigator, company websites\n- API and MCP integrations for AI assistants like Claude and ChatGPT\n- Native CRM integrations: Salesforce, HubSpot, Zoho, Monday\n- Automated enrichment for inbound leads, CSV lists, waterfall workflows"},"Critical":{"value":"- Praised for seamless Chrome extension, strong North American coverage, frictionless free tier\n- Phone reveals cost 5 credits vs 1 for email, burning credits quickly\n- €2M Italian fine (July 2026) for contact data mishandling; US class-action lawsuits\n- Crowdsourced data via Community Program is a compliance risk"},"Signals___1st_Party":{"value":"IN: Salesforce, HubSpot, Pipedrive, Zoho, Dynamics 365 CRM sync; real-time CRM enrichment on lead creation; Salesforce/HubSpot report import; company-level website visitor ID\nOUT: CRM enrichment pipes only, no bi-directional signal ingestion; no product usage/data warehouse, marketing automation, paid ads, chat/support, CS or sales engagement signals; visitor ID not person-level; Salesforce enrichment gated to Scale plan"},"Signals___2nd_Party":{"value":"IN: Chrome extension overlay on LinkedIn, Sales Navigator, company websites; open-source MCP server; n8n, Cursor, VS Code Copilot plugins\nOUT: No 2nd-party signal ingestion; no community, open-source activity, social, review, event or commerce sources; MCP only pulls Lusha data out"},"Signals___3rd_Party":{"value":"IN: 26 buying signal types (funding, hiring, leadership changes, tech installs, news); Intent 2.0 with predictive scoring, buying-committee mapping, lookalikes; LinkedIn activity intent\nOUT: Single proprietary intent source; no 6sense, Demandbase, Bombora, G2 integrations; advanced intent gated to Scale plan; action on signals often routed via Clay"},"Signals___Custom":{"value":"IN: REST API (Search, Prospecting, Enrichment, Lookalikes, ICP Fit); bulk CSV enrichment; Zapier, Make, Workato, Pipedream; webhooks; native MCP connector\nOUT: Full API and high-volume CSV Scale-plan only; no native Google Sheets; API retrieves Lusha data, not customer signal ingestion; credit-metered calls"},"P360___Enrichment":{"value":"IN: 515M contacts, 29M companies; native waterfall; claims 98% email, 86% phone accuracy; pay only for matches; inbound, CSV, CRM enrichment\nOUT: Independent benchmarks 81-84% email accuracy; 5 credits/phone, waterfall 2/email and 8/phone; no AI quality-control layer; crowdsourced data provenance risk"},"P360___AI_powered":{"value":"IN: MCP server for Claude/ChatGPT resolution and enrichment; LLM dedup and fuzzy matching via connector\nOUT: Nothing native; DIY with own LLM, n8n, prompts; no in-platform AI matching or auto-enrichment"},"P360___Identity":{"value":"IN: Match hierarchy: LinkedIn URL, email, name+company, name+domain; continuous refresh for job changes, promotions, phone updates; B2B-focused\nOUT: Matches database contacts to CRM records only; no cross-channel person timeline; no merge review queue or manual merge UI"},"Auto___Combine":{"value":"IN: Topic-Synergy Intent Scoring merges intent topics into one level\nOUT: No native combining of firmographics, intent, job change, 1st-party in one trigger; relies on Clay or n8n"},"Auto___Score":{"value":"IN: Intent tiers (Very Hot, Hot, Warm); ICP fit scoring vs closed-won; lookalike audiences\nOUT: Limited to Lusha fields; no custom scoring across 1st/2nd-party signals; black-box model"},"Auto___AI_Message":{"value":"IN: AI Email Assistant (OpenAI) in Engage; multi-step sequences, personalization tags, variants\nOUT: Context limited to firmographic/contact data; tied to Lusha Engage, not existing SEP"},"Auto___AI_Research":{"value":"IN: Official MCP server; pulls company context, growth signals, decision-makers in one prompt; out-of-box prompt library\nOUT: Needs external AI assistant; no in-app agent; limited to Lusha database, no 1st-party context"},"Signals":{"value":"1st: Salesforce, HubSpot, Pipedrive, Zoho, Dynamics 365; real-time CRM enrichment; report import; company-level visitor ID.\n2nd: Chrome extension on LinkedIn, Sales Navigator, websites; open-source MCP server; n8n, Cursor, Copilot plugins.\n3rd: 26 buying signal types; Intent 2.0 with predictive scoring, buying committees, lookalikes; LinkedIn activity intent; routed via Clay.\nCustom: REST API, bulk CSV, Zapier, Make, Workato, Pipedream, webhooks, MCP connector.\nGaps: no product usage, warehouse, community, support/CS signals; single intent source; Scale plan gating."},"Identity":{"value":"Aggregates public profiles, company sites, directories, community contributions. Match order: LinkedIn URL, email, name+company, name+domain. B2B-focused; continuous refresh on job changes and promotions.\nEnrichment: native waterfall; claims 98% email, 86% phone accuracy (independent 81-84% email); waterfall lifts US work email coverage to 98%. Credits: 1/email, 5/phone; waterfall 2/email, 8/phone. Bulk CSV, CRM, inbound enrichment.\nAI: MCP server for Claude/ChatGPT; LLM dedup via connector as canonical truth layer; n8n + Gemini fuzzy matching workflows. All DIY, none native."},"Automation":{"value":"Workbench: none.\nWorkflow: Lusha Automations and Engage; ICP/job change/intent triggers sync to CRM and enroll in email sequences; complex flows via n8n, Zapier, Activepieces.\nAlerts: job change (company change, promotion, new title, verified email) and intent; Slack/CSM/CRM routing via integrations.\nCombine: Topic-Synergy Intent Scoring; full combining requires Clay or n8n.\nScore: Very Hot/Hot/Warm intent tiers; closed-won based custom scoring.\nAI Message: OpenAI-powered Email Assistant in Engage with multi-step sequences and variants.\nAI Research: MCP server for account research in Claude/ChatGPT; out-of-box prompts."},"Support___Systems":{"value":"IN: Help Center; AI chatbot with human escalation; email/ticketing; dedicated Account Manager on Scale plan\nOUT: AI-first gating before human; dedicated support only top tier; no phone support"},"Support___Content":{"value":"IN: Written docs (setup, CRM, billing, extension troubleshooting); Lusha Campus; API and MCP docs; Trust Center (SOC 2 Type II, ISO, GDPR/CCPA); case studies (Zendesk, Google)\nOUT: No video training library; Trust Center driven by regulatory exposure"},"Support___Community":{"value":"IN: Ideas Board; lusha-oss GitHub; Community Program (opt-in data sharing for perks)\nOUT: No user forum, Slack community, or template library; OSS support deflected to n8n forum; Community Program drives privacy risk"}}}},"pageContext":{"id":"394b642c-b402-5c60-b4f0-dca7bbc78a1d"}},"staticQueryHashes":[]}