{
  "schema_version": "agent_traction_source_manifest.v1",
  "dossier_id": "chatbase-agent-traction-20260728",
  "subject": "Chatbase, Inc.",
  "as_of": "2026-07-28T14:53:13Z",
  "scope": "Current public primary sources only for external factual claims; local prior research was used only to define the diligence question and locate sources.",
  "source_policy": {
    "included": [
      "official company product/pricing/docs/customer-story pages",
      "official company posts",
      "Stripe customer story",
      "named public customer quotes carried in vendor stories"
    ],
    "excluded": [
      "paywalled databases",
      "secondary press",
      "search-result summaries as evidence",
      "social hearsay",
      "outreach",
      "login-only material",
      "purchases"
    ],
    "marketing_claim_rule": "A first-party or processor customer story supports only the exact reported statement. It is not an audited financial statement or independent outcome study."
  },
  "claim_file": {
    "path": "claims.csv",
    "claim_count": 39
  },
  "private_snapshot_index": {
    "sha256": "92c8f920da5c2ad9125c82ba722e340c3bfc2c5186c85db9b1763bc9761c74bd",
    "published": false
  },
  "sources": [
    {
      "source_id": "S01",
      "url": "https://stripe.com/customers/chatbase",
      "final_url": "https://stripe.com/en-sg/customers/chatbase",
      "owner": "Stripe, Inc.",
      "title": "Bootstrapped Startup Chatbase Reaches $9 Million in ARR | Stripe",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:29Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 571541,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Bootstrapped Startup Chatbase Reaches $9 Million in ARR | Stripe",
          "claim_ids": [
            "CB-033"
          ],
          "location": "html_title"
        },
        {
          "excerpt": "In March 2026, the company hit $10 million in ARR.",
          "claim_ids": [
            "CB-001",
            "CB-033"
          ]
        },
        {
          "excerpt": "Chatbase landed its first paying customer 30 minutes after Elsaid published his first product demo.",
          "claim_ids": [
            "CB-002"
          ]
        },
        {
          "excerpt": "with just 26 employees 3 years into its journey.",
          "claim_ids": [
            "CB-003",
            "CB-004"
          ]
        },
        {
          "excerpt": "recover $870,000 in revenue that might otherwise have been lost to payment failures.",
          "claim_ids": [
            "CB-005",
            "CB-006"
          ]
        },
        {
          "excerpt": "Chatbase has reduced fraudulent transactions by 37% with Radar for Fraud Teams.",
          "claim_ids": [
            "CB-007"
          ]
        },
        {
          "excerpt": "saving up to three full days of work as a result.",
          "claim_ids": [
            "CB-008"
          ]
        },
        {
          "excerpt": "The fully bootstrapped company runs a dual go-to-market motion",
          "claim_ids": [
            "CB-009"
          ]
        },
        {
          "excerpt": "combines base plans with a set amount of monthly usage and options to pay for additional usage and purchase add-ons.",
          "claim_ids": [
            "CB-010"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-032"
      ],
      "evidence_dimensions": [
        "reported_arr",
        "buyer_independence",
        "operating_scale",
        "stripe_recovered_revenue",
        "operating_outcome",
        "distribution",
        "pricing_mechanism",
        "source_consistency",
        "cash",
        "profit",
        "repeat_demand"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "source_consistency_note": "Live HTML title said $9 million ARR; page headline/body said $10 million ARR in March 2026. Preserved as CB-033.",
      "private_snapshot_sha256": "4be12abb10e073346faba1dbea8417a39641782f5f04985e2769d1b3d020177b",
      "private_snapshot_published": false
    },
    {
      "source_id": "S02",
      "url": "https://www.chatbase.co/pricing",
      "final_url": "https://www.chatbase.co/pricing",
      "owner": "Chatbase, Inc.",
      "title": "Pricing - Chatbase",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:30Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 499100,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Trusted by 10,000 + businesses worldwide",
          "claim_ids": [
            "CB-011",
            "CB-031"
          ]
        },
        {
          "excerpt": "Hobby $ 32 per month , $ 384 billed annually",
          "claim_ids": [
            "CB-010",
            "CB-012"
          ]
        },
        {
          "excerpt": "500 message credits/month",
          "claim_ids": [
            "CB-013"
          ]
        },
        {
          "excerpt": "Standard Popular $ 120 per month , $ 1,440 billed annually",
          "claim_ids": [
            "CB-014"
          ]
        },
        {
          "excerpt": "4,000 message credits/month",
          "claim_ids": [
            "CB-015"
          ]
        },
        {
          "excerpt": "Pro $ 400 per month , $ 4,800 billed annually",
          "claim_ids": [
            "CB-016"
          ]
        },
        {
          "excerpt": "15,000 message credits/month",
          "claim_ids": [
            "CB-017"
          ]
        },
        {
          "excerpt": "$ 40 per 1000 message credits",
          "claim_ids": [
            "CB-018"
          ]
        },
        {
          "excerpt": "$ 300 per AI agent / year",
          "claim_ids": [
            "CB-019"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-031",
        "CB-032"
      ],
      "evidence_dimensions": [
        "customers",
        "pricing_mechanism",
        "usage_entitlement",
        "cash",
        "profit",
        "repeat_demand"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "d0840c0548fb90eeaf04ce30335247c10366a273911058465d2ab80a67382e56",
      "private_snapshot_published": false
    },
    {
      "source_id": "S03",
      "url": "https://www.chatbase.co/",
      "final_url": "https://www.chatbase.co/",
      "owner": "Chatbase, Inc.",
      "title": "AI Agents for Customer Experience & Support | Chatbase",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:30Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 536082,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Trusted by over 10,000 brands.",
          "claim_ids": [
            "CB-011",
            "CB-031"
          ]
        },
        {
          "excerpt": "have been effectively serving our customers for nearly two years.",
          "claim_ids": [
            "CB-020",
            "CB-032"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-031",
        "CB-032"
      ],
      "evidence_dimensions": [
        "customers",
        "repeat_demand",
        "cash",
        "profit"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "b36f572d6255601d85a3c23c436c536737ae01fb3f19a05896fe963eae28bd4e",
      "private_snapshot_published": false
    },
    {
      "source_id": "S04",
      "url": "https://www.chatbase.co/customers/aplazo",
      "final_url": "https://www.chatbase.co/customers/aplazo",
      "owner": "Chatbase, Inc. (story attributes outcomes to Aplazo)",
      "title": "Aplazo — Customer story | Chatbase",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:30Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 236344,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "2.2x lift in overall merchant closed-won rate",
          "claim_ids": [
            "CB-021"
          ]
        },
        {
          "excerpt": "50% of closed-won inbound merchants now come through Chatbase",
          "claim_ids": [
            "CB-022"
          ]
        },
        {
          "excerpt": "0 additional headcount required to achieve this",
          "claim_ids": [
            "CB-023"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-032"
      ],
      "evidence_dimensions": [
        "buyer_outcome",
        "delivery",
        "buyer_independence",
        "cash",
        "profit",
        "repeat_demand"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "f00e189b3f9d919cc9464cd74cc51fe165f72c802ca49d0d4e7848059b8a43aa",
      "private_snapshot_published": false
    },
    {
      "source_id": "S05",
      "url": "https://www.chatbase.co/customers/jumia",
      "final_url": "https://www.chatbase.co/customers/jumia",
      "owner": "Chatbase, Inc. (story attributes outcomes to Jumia J Force)",
      "title": "Jumia — Customer story | Chatbase",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:30Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 237946,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "50% of all support volume handled by Chatbase",
          "claim_ids": [
            "CB-024"
          ]
        },
        {
          "excerpt": "80% of queries resolved without a human",
          "claim_ids": [
            "CB-025"
          ]
        },
        {
          "excerpt": "1,500+ conversations handled per month",
          "claim_ids": [
            "CB-026"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-032"
      ],
      "evidence_dimensions": [
        "usage",
        "delivery",
        "buyer_independence",
        "cash",
        "profit",
        "repeat_demand"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "7c57a7c184de6ae94503076981f2db2aab4295e04fc5c0b8341bbeb7dd6407b9",
      "private_snapshot_published": false
    },
    {
      "source_id": "S06",
      "url": "https://www.chatbase.co/customers/thotis-media",
      "final_url": "https://www.chatbase.co/customers/thotis-media",
      "owner": "Chatbase, Inc. (story attributes deployment to Thotis Media)",
      "title": "Thotis Media — Customer story | Chatbase",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:30Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 238619,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "7M students guided per year",
          "claim_ids": [
            "CB-028"
          ]
        },
        {
          "excerpt": "18 AI agents deployed",
          "claim_ids": [
            "CB-027"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [
        "CB-029",
        "CB-030",
        "CB-032"
      ],
      "evidence_dimensions": [
        "usage",
        "delivery",
        "buyer_independence",
        "cash",
        "profit",
        "repeat_demand"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "9c964ed779356fcf5053646c378198bc887b01867212dcd18d665429da1e7c79",
      "private_snapshot_published": false
    },
    {
      "source_id": "S07",
      "url": "https://www.intercom.com/pricing",
      "final_url": "https://www.intercom.com/pricing",
      "owner": "Intercom R&D Unlimited Company",
      "title": "Intercom Pricing | Plans for every team size",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:31Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 1229586,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Fin is priced at $0.99 per outcome",
          "claim_ids": [
            "CMP-001"
          ]
        },
        {
          "excerpt": "You’re only charged once per conversation, even if multiple questions are answered.",
          "claim_ids": [
            "CMP-001"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [],
      "evidence_dimensions": [
        "comparable_economic_mechanism"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "25a4c18309dc4fdd5932f135299861f6b5f33431453aa375f5f8d43cab4c4f5d",
      "private_snapshot_published": false
    },
    {
      "source_id": "S08",
      "url": "https://sierra.ai/blog/outcome-based-pricing-for-ai-agents",
      "final_url": "https://sierra.ai/blog/outcome-based-pricing-for-ai-agents",
      "owner": "Sierra AI, Inc.",
      "title": "Outcome-based pricing for AI Agents | Sierra",
      "published_at": "2024-12-10T17:00:00.000Z",
      "published_at_note": null,
      "modified_at": "2026-05-12T03:06:24Z",
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:32Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 180890,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "With no reliance on seat-based pricing",
          "claim_ids": [
            "CMP-002"
          ]
        },
        {
          "excerpt": "We provide clear, agreed-upon criteria for each outcome upfront",
          "claim_ids": [
            "CMP-002"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [],
      "evidence_dimensions": [
        "comparable_economic_mechanism"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "6d5955347bc8177abf894430720587093d91170d905b786fd8bc8422e63a83e4",
      "private_snapshot_published": false
    },
    {
      "source_id": "S09",
      "url": "https://www.gorgias.com/pricing",
      "final_url": "https://www.gorgias.com/pricing",
      "owner": "Gorgias Inc.",
      "title": "Gorgias Pricing – Build the customer support suite that fits your needs",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": "Tue, 28 Jul 2026 14:49:31 GMT",
      "observed_at": "2026-07-28T14:50:33Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 378136,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "AI Agent on every plan, pay only when it resolves a conversation.",
          "claim_ids": [
            "CMP-003"
          ]
        },
        {
          "excerpt": "Helpdesk scales from 50 to 5,000 tickets a month, never priced per agent.",
          "claim_ids": [
            "CMP-003"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [],
      "evidence_dimensions": [
        "comparable_economic_mechanism"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "c6fcfa42cdf984d74522409885fe5cbd375b4f8a281ec22645e828b4b59b7fd1",
      "private_snapshot_published": false
    },
    {
      "source_id": "S10",
      "url": "https://www.salesforce.com/agentforce/pricing/",
      "final_url": "https://www.salesforce.com/agentforce/pricing/?bc=OTH",
      "owner": "Salesforce, Inc.",
      "title": "Salesforce Agentforce Pricing | Salesforce",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed or found in inspected machine-readable metadata.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:50:33Z",
      "access_result": {
        "status": "success",
        "http_status": 200,
        "content_type": "text/html; charset=utf-8",
        "retrieved_bytes": 597763,
        "method": "public unauthenticated GET"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Pay per Conversation as you scale Agentforce.",
          "claim_ids": [
            "CMP-004A",
            "CMP-004B"
          ]
        },
        {
          "excerpt": "$ 2 USD/Per conversation",
          "claim_ids": [
            "CMP-004A"
          ]
        },
        {
          "excerpt": "$ 500 USD/Per 100k Credits",
          "claim_ids": [
            "CMP-004B"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [],
      "evidence_dimensions": [
        "comparable_economic_mechanism"
      ],
      "rights_redistribution_note": "Private research receipt containing only short factual excerpts. Do not redistribute page HTML or bulk copyrighted content; cite and link the public source.",
      "private_snapshot_sha256": "1416203840e9966d85c791ddea21d0e678871ecbb82b6767ca29cbf02fd3ebd9",
      "private_snapshot_published": false
    },
    {
      "source_id": "S11",
      "url": "https://www.zendesk.com/pricing/",
      "final_url": "https://www.zendesk.com/pricing/",
      "owner": "Zendesk, Inc.",
      "title": "Zendesk Pricing Plans | Starting from $19/month",
      "published_at": null,
      "published_at_note": "No publication timestamp was displayed in the extracted page.",
      "modified_at": null,
      "http_last_modified": null,
      "observed_at": "2026-07-28T14:53:13Z",
      "access_result": {
        "status": "partial_success",
        "successful_method": "public unauthenticated web extraction",
        "successful_result": "Page content extracted; relevant pricing FAQ reproduced.",
        "subsequent_direct_get": "HTTP 403 / Cloudflare challenge",
        "subsequent_browser_result": "bot-detection page; no login or bypass attempted"
      },
      "excerpt_claim_linkage": [
        {
          "excerpt": "Zendesk AI agents are included in every Suite and Support plan, with pricing based on the successful outcomes they deliver.",
          "claim_ids": [
            "CMP-005"
          ]
        },
        {
          "excerpt": "Paying per automated resolution means that you pay only for customer requests that were successfully resolved by the AI agent, without any escalation to a human agent.",
          "claim_ids": [
            "CMP-005"
          ]
        }
      ],
      "bounded_non_disclosure_claim_ids": [],
      "evidence_dimensions": [
        "comparable_economic_mechanism"
      ],
      "rights_redistribution_note": "Public first-party pricing page. Only short factual excerpts are reproduced. Link/cite the page; do not redistribute bulk page content."
    }
  ],
  "method_inputs_not_external_claim_evidence": [
    "PANEL_REVIEW_PROMPT.md",
    "FIVE_SPECIALIST_AI_PANEL_REVIEW_20260728.md",
    "agentic-business-evidence-map-20260727.md",
    "cases.json"
  ],
  "correction_route": {
    "required_fields": [
      "claim_id",
      "claimant",
      "proposed_correction",
      "source_url",
      "source_published_at",
      "observed_at",
      "rationale"
    ],
    "workflow": [
      "acknowledge within 2 business days",
      "mark material claim UNDER_REVIEW",
      "freeze challenged source bundle",
      "second reviewer reproduces",
      "record UPHOLD, AMEND, RETRACT, SUPERSEDE, or UNRESOLVED",
      "preserve append-only history",
      "allow one appeal with new evidence"
    ],
    "public_route_status": "available",
    "publication_gate": "A monitored public intake and append-only private receipt exist; one-operator review limitations must be disclosed.",
    "public_endpoint": "https://observatory.167-172-95-184.nip.io/corrections"
  },
  "integrity_note": "SHA-256 values are integrity receipts, not identity signatures. Private snapshots contain only short excerpts and access metadata, not bulk copyrighted pages.",
  "publication_note": "This manifest publishes source metadata, short claim-linked excerpts and integrity hashes only. Private research receipts and bulk source pages are not redistributed."
}
