{
  "id": "05-bombora",
  "slug": "bombora",
  "normalized_name": "bombora",
  "name": "Bombora (Company Surge)",
  "vendor_url": "https://bombora.com",
  "category": "signals-intent-abm",
  "what_it_does": "Detects which companies are actively researching specific B2B topics by aggregating content-consumption data (article reads, downloads) across a co-op of 5,000+ B2B publisher sites, then measures spikes in a company's topic-research volume relative to its own baseline.",
  "ai_features": "Vendor states it uses BERT-based ML to map content to topics/intent semantically rather than keyword matching, and holds patents on measuring intent-change via ML - one of the more credible \"real ML\" claims in the category, though it's still fundamentally a scored data-aggregation product, not an agent.",
  "mcp_status": "none-found",
  "mcp_url": "none",
  "mcp_auth": "n/a",
  "api_gate": "enterprise-only",
  "revops_role": "Upstream intent-data supplier - consumed as a feed inside other ABM/intent platforms (6sense, Demandbase, Warmly all integrate it) rather than used as a standalone tool.",
  "tier": "RESEARCHED",
  "last_checked": "2026-09-02",
  "sources": "https://bombora.com/products/company-surge/, https://pipeline.zoominfo.com/sales/bombora-pricing, https://www.docket.io/resources/research/bombora-pricing, https://www.g2.com/products/bombora-company-surge/pricing, https://marketbetter.ai/blog/bombora-pricing-breakdown-2026/",
  "notes": "Searched \"Bombora MCP server/github\" plus mcp.so/glama.ai/pulsemcp.com - nothing found. Sales-led, custom-quote pricing; third-party writeups peg entry contracts around $25-30K/yr with API access as a $5-20K/yr add-on. Company-level only, no individual researcher identification, weekly refresh. 2026-09-02: re-checked bombora.com/llms.txt (404) and web search; the only hit, 'bombora-wp-mcp' on apis.io, resolves to WordPress MCP tooling unrelated to Bombora the intent vendor. No MCP server found.",
  "mcp_status_bucket": "none-found",
  "api_gate_bucket": "enterprise-only",
  "mcp_urls": [],
  "source_urls": [
    "https://bombora.com/products/company-surge/",
    "https://pipeline.zoominfo.com/sales/bombora-pricing",
    "https://www.docket.io/resources/research/bombora-pricing",
    "https://www.g2.com/products/bombora-company-surge/pricing",
    "https://marketbetter.ai/blog/bombora-pricing-breakdown-2026/"
  ],
  "source_annotations": [],
  "vendor_domain": "bombora.com",
  "display_name": "Bombora (Company Surge)",
  "docs_url": null,
  "jobs": [
    "fetch-buyer-intent-signals"
  ],
  "jobs_tagged_by": "machine-pass",
  "jobs_tagged_on": "2026-08-25",
  "github_url": null,
  "github_stars": null,
  "github_last_commit": null,
  "github_archived": null,
  "github_fetched_on": null,
  "github_candidates": [],
  "docs_digest": null,
  "docs_last_crawled": null,
  "submission": null,
  "mcp_tools": [],
  "mcp_tool_count": 0,
  "mcp_tools_evidence": null,
  "mcp_tools_repo": null,
  "mcp_tools_repo_party": null,
  "mcp_catalog_shape": null,
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": null,
  "cli_status": "none-found",
  "cli_party": null,
  "cli_binary": null,
  "cli_install": [],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [],
  "cli_evidence": null,
  "cli_checked_on": "2026-09-27",
  "github_org": "bomboradata",
  "github_org_status": "resolved",
  "github_org_url": "https://github.com/bomboradata",
  "github_org_evidence": {
    "rule": "rule 3",
    "url": "search q=Bombora",
    "matched_domain": "bombora.com",
    "via": "website",
    "detail": "account website http://www.bombora.com has the vendor's domain",
    "confidence": "strong",
    "candidates_rejected": []
  },
  "github_org_repos": 2,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": "2018-04-23T17:34:55Z",
  "github_org_recent_repos": [
    {
      "name": "pubsub-to-bigquery",
      "url": "https://github.com/bomboradata/pubsub-to-bigquery",
      "kind": "other",
      "description": "A highly configurable Google Cloud Dataflow pipeline that writes data into Google Big Query table from Pub/Sub",
      "stars": 67,
      "pushed_at": "2018-04-23",
      "latest_release": null
    },
    {
      "name": "bombora-tutorials",
      "url": "https://github.com/bomboradata/bombora-tutorials",
      "kind": "docs-or-examples",
      "description": "Notebooks for learning general concepts regarding Bombora interfaces, services and data schemas.",
      "stars": 2,
      "pushed_at": "2016-07-14",
      "latest_release": null
    }
  ],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": null,
  "endpoint_status": "not-applicable",
  "endpoint_http_status": null,
  "endpoint_last_probed": null,
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "05-bombora",
  "also_listed_in": [],
  "source_file": "05-signals-intent-abm.md",
  "source_line": 63,
  "file_index": 2,
  "category_num": "05",
  "category_slug": "signals-intent-abm",
  "category_label": "Signals & Intent",
  "heading": "Bombora",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 806
}