{"componentChunkName":"component---src-templates-compete-db-md-js","path":"/compare/bombora/ai/md/","result":{"data":{"doc":{"id":"a5af6860-16ba-5c86-99a4-5658d04cc56a","title":"Bombora","createdAt":"2026-10-27T23:09:00.000Z","properties":{"Domain":{"value":"https://bombora.com"},"Product":{"value":{"name":"Intent / ABM"}},"Market":{"value":{"name":"Enterprise"}},"Status":{"value":{"name":"partner"}},"Summary":{"value":"B2B intent data from a publisher cooperative. Scores accounts against thousands of intent topics using anonymous content-consumption signals to surface in-market accounts."},"Tag":{"value":"The true pioneer in B2B data."},"Funding":{"value":"$51.4M"},"Founded":{"value":"2014"},"Team":{"value":"160"},"Details":{"value":"Proprietary, closed-source B2B intent data provider. Sales-led enterprise motion only; no free trial or freemium, no public pricing, custom quotes with annual contracts of $25K to $100K+. Debt financing: $20M (2021), $30M refinancing (2024). Revenue est. ~$100M. Industry: marketing technology, B2B data, sales intelligence. Developer portal and basic API docs on GitHub, core data and Company Surge engine are commercial only. Data is account-level, not contact-level."},"Features_List":{"value":"- Company Surge intent data\n- Identity resolution and enrichment\n- B2B digital audiences\n- Campaign measurement\n- Insights suite\n- Proprietary B2B Data Co-op\n- CRM and ad tech integrations"},"Critical":{"value":"- Foundational data layer resold inside ZoomInfo, 6sense, Demandbase\n- Account-level data only, no contact-level identity\n- High standalone cost ($25K-$100K+ annual contracts)\n- Requires mature GTM stack to act on signals\n- Slow turnaround on custom topic additions"},"Signals___1st_Party":{"value":"IN: CRM/MAP/CDP connectors (Salesforce, Marketo, HubSpot); NetFactor-based Visitor Insights for website visitor identification\nOUT: No product usage, chat/support, customer success, sales engagement, or paid ads ingestion; visitor resolution stops at account and persona"},"Signals___2nd_Party":{"value":"IN: Proprietary B2B Data Co-op of thousands of publishers; consent-based content consumption, no bidstream\nOUT: No open source, social, community, review, events, or commerce signals"},"Signals___3rd_Party":{"value":"IN: Company Surge intent across 25,000+ topics; DSP/CDP activation (The Trade Desk, Adobe Real-Time CDP, SAP CDP); ABM platform integrations\nOUT: Single-vendor intent only; no job changes, hiring trends, news, LinkedIn page listening, or triggerable technographics"},"Signals___Custom":{"value":"IN: CSV domain-list upload; REST APIs (Intent, Reference, Account List, Digital Audience); Webhooks API via partners\nOUT: No Google Sheets or Zapier; domain lists only, no arbitrary contact/org attributes or events"},"P360___Enrichment":{"value":"IN: Firmographics, technographics, behavioral attributes; B2B Personas (function, role, seniority, decision-maker); Company Surge scores appended\nOUT: No names, emails, or phone numbers; no waterfall enrichment or contact directory"},"P360___AI_powered":{"value":"IN: Work-from-home deep learning model; neural network event graphs; supervised/unsupervised ML and anomaly detection\nOUT: AI limited to account inference and noise filtering; no person-level matching"},"P360___Identity":{"value":"IN: 3B+ identifiers (cookies, MAIDs, IPs, HEMs); deterministic (corporate IP, 1P cookies, hashed emails, SSO) plus probabilistic; LiveRamp graph-of-graphs\nOUT: No person-level resolution; no cross-source contact merging or job-change tracking"},"Auto___Combine":{"value":"IN: none\nOUT: Single signal type, no signal combinations"},"Auto___Score":{"value":"IN: Account-level Company Surge score; baseline-relative; topic selection from taxonomy (13,000+ topics)\nOUT: No contact scoring, custom fields, or 1st/2nd-party scoring"},"Auto___AI_Message":{"value":"IN: none\nOUT: No AI-generated messaging"},"Auto___AI_Research":{"value":"IN: none\nOUT: No AI account research or prompts"},"Signals":{"value":"1st Party: CRM/MAP/CDP integrations (Salesforce, Marketo, HubSpot); NetFactor-based Visitor Insights identifies anonymous site traffic and combines it with external intent.\n2nd Party: B2B Data Co-op of thousands of publishers with proprietary tag; consent-driven, privacy-first, no bidstream.\n3rd Party: Company Surge scores millions of businesses across 25,000+ topics; activates via DSPs (The Trade Desk), CDPs (Adobe Real-Time CDP, SAP CDP), ABM platforms.\nCustom: CSV domain upload, REST APIs, partner webhooks for real-time alerts and CRM updates when scores exceed baseline."},"Identity":{"value":"Identity: 3B+ identifiers (cookies, MAIDs, IPs, HEMs). Deterministic matching (corporate IP, 1P cookies, hashed business emails, SSO) plus probabilistic inference. LiveRamp graph-of-graphs for third-party cookie resolution.\nEnrichment: Visitor Insights adds domain, firmographics, technographics, behavioral attributes, and Company Surge scores. B2B Personas give function, role, seniority, decision-maker status. No names, emails, or phones.\nAI: Work-from-home deep learning model maps remote employees to parent company; neural networks build event graphs; ML and anomaly detection separate buying research from noise."},"Automation":{"value":"Workbench: none\nWorkflow: none\nAlert: none\nCombine: none\nScore: Account-level Company Surge. AI/ML/NLP models set a historical consumption baseline per account and generate a surge score when topic research significantly exceeds it. Users choose from 13,000+ taxonomy topics.\nAI Message: none\nAI Research: none"},"Support___Systems":{"value":"IN: Tiered packages; Premium Plus with Executive Sponsor, dedicated CSM, Implementation Manager; in-app ticketing; email support; gated SAML developer portal; hands-on onboarding\nOUT: No self-service helpdesk or chatbot; best support gated behind Premium Plus"},"Support___Content":{"value":"IN: Customer Resource Center; playbooks; integration guides; instructor-led training; API docs (Webhooks, Intent, Reference, Account List, Digital Audience); webinars, videos, podcast\nOUT: Strategy-oriented content; limited product feature documentation"},"Support___Community":{"value":"IN: Live peer roundtables; closed B2B Data Co-op publisher network\nOUT: No public forums, template gallery, or user profiles"}}}},"pageContext":{"id":"a5af6860-16ba-5c86-99a4-5658d04cc56a"}},"staticQueryHashes":[]}