{
  "format": "hyperize/v1",
  "@id": "https://www.hyperize.ai/en/methodology/agent-revenue-leak.json",
  "type": "Methodology",
  "pageType": "Methodology",
  "name": "Agent Revenue Leak — Hyperize Methodology",
  "description": "Revenue a brand loses to AI agents, not because its own agent fails, but because the agents acting for buyers never reach the close. The canonical Hyperize definition.",
  "url": "https://www.hyperize.ai/en/methodology/agent-revenue-leak",
  "alternateLanguage": {
    "de": "https://www.hyperize.ai/de/methodology/agent-revenue-leak"
  },
  "inLanguage": "en",
  "datePublished": "2026-06-27",
  "dateModified": "2026-06-27",
  "nextReview": "2026-09-27",
  "confidence": "A",
  "evidenceTier": "proprietary",
  "publisher": {
    "@id": "https://www.hyperize.ai/#organization",
    "name": "Hyperize",
    "url": "https://www.hyperize.ai",
    "parentOrganization": "MING Labs"
  },
  "primaryConcept": {
    "@id": "https://www.hyperize.ai/en/methodology/agent-revenue-leak#defined-term-agent-revenue-leak",
    "type": "DefinedTerm",
    "name": "Agent Revenue Leak",
    "definition": "An Agent Revenue Leak is revenue a brand loses to AI agents, not because its own agent underperforms, but because the agents acting for buyers never reach the close. The order bends to an intermediary before it reaches the brand, or the brand's last step is unusable. Every brand that AI can find but not transact with has one.",
    "extendedDefinition": "An Agent Revenue Leak measures the agents acting for buyers, not a brand's own deployed agent, and it is not a visibility gap. It leaks at exactly two points: interception (the order routes to a third party before it reaches the brand) and completion (the agent reaches the brand but the last step is unusable). Both are measurable; neither is solved by ranking or being cited.",
    "inDefinedTermSet": "https://www.hyperize.ai/en/methodology#defined-term-set"
  },
  "differentiator": "Not your AI agent. The agents acting for your buyers, never reaching your revenue.",
  "differentiationClaims": [
    "An Agent Revenue Leak measures the buyer's agent, not the brand's own deployed agent.",
    "It is not a visibility problem: a brand can rank, be cited, and still lose the order at the interception or the completion.",
    "It leaks at exactly two points: interception (the order routes away) and completion (the last step stalls).",
    "Visibility metrics stop where the leak begins. Being found is the entry ticket, not the close."
  ],
  "context": {
    "shift": "Brands measure whether AI mentions them. The revenue question is what happens next: when an agent moves from naming a brand to placing the order, does the brand still hold the transaction?",
    "consequence": "Often it does not. The order routes to an intermediary, or the brand's own last step cannot be operated by an agent. The brand is visible and still loses the sale. That gap, between being found and being transacted with, is the Agent Revenue Leak."
  },
  "leaks": [
    {
      "name": "Interception",
      "description": "The order bends to a third party before it reaches the brand: a comparison portal, a dealer, an EPC contractor, an integrator. The brand is found, but a middle layer takes the transaction first.",
      "measuredExample": "Allianz: 4 of 18 category answers route to a comparison portal as the path to the close.",
      "source": "https://www.hyperize.ai/en/dax40-index/brands/allianz"
    },
    {
      "name": "Completion",
      "description": "The agent reaches the brand, but the last step is unusable. The route is form-ready, then it stalls.",
      "measuredExample": "Commerzbank: a form-ready path where the close stops at the KYC check.",
      "source": "https://www.hyperize.ai/en/dax40-index/brands/commerzbank"
    }
  ],
  "isNot": [
    {
      "label": "Not your own AI agent",
      "body": "An Agent Revenue Leak is not a verdict on a chatbot you deployed. It measures the agents acting for your buyers, the ones that research, compare, and increasingly transact. The leak sits on the surface they meet, not in a tool you run."
    },
    {
      "label": "Not a visibility problem",
      "body": "Being found is the entry ticket, not the close. A brand can rank, be cited, and still lose the order at the interception or the completion. Visibility metrics stop where the leak begins."
    }
  ],
  "hyperizeRoles": [
    {
      "verb": "Measure",
      "contrast": "Not a visibility dashboard",
      "body": "Agent Success Score locates the leak per lane: where the order bends to an intermediary, and where the last step stalls, across the agent classes that drive decisions.",
      "namedInstrument": "Agent Success Score"
    },
    {
      "verb": "Build",
      "contrast": "Not more traffic",
      "body": "Answer Pages, Reference Pages, and callable surfaces deployed on or alongside your own domain, so the agent reaches the brand and completes instead of routing away.",
      "namedInstrument": "Agent Surface deployment"
    },
    {
      "verb": "Validate",
      "contrast": "Not a one-time audit",
      "body": "Public benchmarking via the DAX 40 Agent Success Index, re-measured each wave, so a closed leak stays closed.",
      "namedInstrument": "DAX 40 Agent Success Index"
    }
  ],
  "relatedConcepts": [
    {
      "name": "Third-Party Interception",
      "status": "published",
      "@id": "https://www.hyperize.ai/en/methodology/third-party-interception#defined-term-third-party-interception",
      "shortDescription": "The first of the two leaks, on its own page. When the order bends to a portal, a dealer, or a contractor before it reaches the brand.",
      "url": "https://www.hyperize.ai/en/methodology/third-party-interception"
    },
    {
      "name": "Agent Surface",
      "status": "published",
      "@id": "https://www.hyperize.ai/en/methodology/agent-surface#defined-term-agent-surface",
      "shortDescription": "The machine-readable layer of a brand that AI agents retrieve, interpret, cite, and act on. A strong one is what keeps the order from leaking away.",
      "url": "https://www.hyperize.ai/en/methodology/agent-surface"
    },
    {
      "name": "DAX 40 Agent Success Index",
      "status": "live",
      "shortDescription": "The public dataset where the leak is located brand by brand, scored on two axes under frozen public task grids.",
      "url": "https://www.hyperize.ai/en/dax40-index"
    },
    {
      "name": "The Agent Revenue Leak (article)",
      "status": "live",
      "shortDescription": "The Insights article that introduced the term: how brands are found by AI and still lose the order.",
      "url": "https://www.hyperize.ai/en/insights/articles/the-agent-revenue-leak"
    }
  ],
  "citationExcerpts": [
    "An Agent Revenue Leak is revenue a brand loses to AI agents, not because its own agent fails, but because the agents acting for buyers never reach the close.",
    "Every brand that AI can find but not transact with has an Agent Revenue Leak.",
    "Not your AI agent. The agents acting for your buyers, never reaching your revenue.",
    "An Agent Revenue Leak leaks at two points: interception and completion.",
    "Being found is the entry ticket, not the close.",
    "The diagnosis, not the dashboard."
  ],
  "scope": {
    "publishes": [
      "The canonical definition of Agent Revenue Leak",
      "The two leaks — interception and completion — with one measured example each",
      "The two disambiguations — not your own agent, not a visibility problem",
      "The three Hyperize roles — Measure, Build, Validate — with their named instruments",
      "Cross-references to sibling Methodology concepts and the public DAX 40 Index"
    ],
    "doesNotPublish": [
      "How the leak is located per brand (the measurement protocol)",
      "Scoring formulas, dimension weights, or close-state classification logic beyond the published Methodology level",
      "Agent fleet configuration",
      "Task grids and prompt phrasings",
      "Run logs and raw retrieval transcripts"
    ],
    "rationale": "The diagnosis belongs in the open. The instrument stays inside the engagement."
  },
  "engagements": [
    {
      "name": "Methodology Hub",
      "type": "upstream",
      "url": "https://www.hyperize.ai/en/methodology",
      "description": "The Hyperize glossary. Where every published concept term lives, indexed for AI assistants."
    },
    {
      "name": "DAX 40 Agent Success Index",
      "type": "applied",
      "url": "https://www.hyperize.ai/en/dax40-index",
      "description": "The methodology applied in public. DAX 40 brands measured wave by wave on the same doctrine."
    },
    {
      "name": "Founding Program",
      "type": "sprint",
      "cost": "EUR 4,500",
      "duration": "7 days",
      "url": "https://www.hyperize.ai/en/founding-program",
      "description": "Seven-day Agent Success Sprint. Where agents find a brand, where the order leaks, what to fix first."
    }
  ],
  "hasPart": [
    {
      "@id": "https://www.hyperize.ai/en/methodology/agent-revenue-leak#defined-term-agent-revenue-leak",
      "name": "Agent Revenue Leak",
      "type": "DefinedTerm"
    }
  ],
  "sources": [
    {
      "id": "S1",
      "publisher": "Hyperize Internal — Methodology",
      "title": "Hyperize Answer Page Cheatsheet v5.7",
      "date": "May 2026",
      "path": "Hyperize HQ/Hyperize_Answer_Page_Cheatsheet_v5_7.md",
      "type": "internal",
      "supports": "The two-leak split (interception and completion), close-state taxonomy, and the rule that an Agent Revenue Leak measures the buyer's agent, not the brand's own."
    },
    {
      "id": "S2",
      "publisher": "Hyperize Internal — Product",
      "title": "Agent Evidence Layer Spec v6",
      "date": "May 2026",
      "path": "Hyperize/product/agent-evidence-layer-spec-v6.md",
      "type": "internal",
      "supports": "The surface artifacts that close the leak: Answer Pages, Reference Pages, and callable surfaces deployed on the brand's own domain."
    },
    {
      "id": "S3",
      "publisher": "Hyperize — DAX 40 Agent Success Index",
      "title": "Allianz BrandScore (Commerce lane)",
      "date": "Q2 2026",
      "path": "https://www.hyperize.ai/en/dax40-index/brands/allianz",
      "type": "measured",
      "supports": "The interception leak, measured: 4 of 18 category answers route to a comparison portal as the path to the close."
    },
    {
      "id": "S4",
      "publisher": "Hyperize — DAX 40 Agent Success Index",
      "title": "Commerzbank BrandScore (Commerce lane)",
      "date": "Q2 2026",
      "path": "https://www.hyperize.ai/en/dax40-index/brands/commerzbank",
      "type": "measured",
      "supports": "The completion leak, measured: a form-ready path where the close stops at the KYC check."
    }
  ]
}