{
  "format": "hyperize/v1",
  "@id": "https://www.hyperize.ai/en/dax40-index/brands/munich-re.json",
  "type": "BrandScore",
  "pageType": "BrandScore",
  "releaseState": "pilot_probe",
  "releaseLabel": "Pilot Probe",
  "title": "Munich Re — Pilot Probe (Single-Task Observation, Wave Q2 2026)",
  "pilotProbe": {
    "status": "pilot_probe",
    "rationale": "Single-task observation under a narrower provider track than a full BrandScore. The Agent Success Score is computed but should be read as an early signal, not a fully-qualified score.",
    "promotionCriteria": "Confidence promotes to B (and releaseState to brand_score) when the next wave adds a second task and the fourth provider on the Discoverability track.",
    "nextWave": "WAVE-Q3-2026"
  },
  "hook": {
    "en": "Munich Re is one of the two largest reinsurers in the world, headquartered in Munich, with a Property and Casualty treaty book that European primary insurers renew at 1 January each year. The munichre.com surface carries the capacity statement and the underwriting-line description; the close does not run through the brand at all. Treaty placement is intermediated by Aon, Guy Carpenter, and Gallagher Re reinsurance brokers. Whether an agent shortlisting Property Cat XL capacity reaches munichre.com or routes through the broker layer is what Wave 9 measures.",
    "de": "Munich Re ist einer der zwei größten Rückversicherer der Welt, mit Sitz in München, mit einem Property-and-Casualty-Vertragsbuch, das europäische Erstversicherer zum 1. Januar erneuern. Die munichre.com-Surface trägt das Kapazitätsstatement und die Underwriting-Linien-Beschreibung; der Close läuft nicht über die Marke. Vertragsplatzierung wird durch Aon, Guy Carpenter und Gallagher Re Rückversicherungs-Broker intermediated. Ob ein Agent, der Property-Cat-XL-Kapazität shortlistet, munichre.com erreicht oder über den Broker-Layer routet, ist was Wave 9 misst."
  },
  "summary": {
    "en": "Munich Re owns the capacity story; reinsurance brokers own the placement.",
    "de": "Munich Re besitzt die Capacity-Story; Rückversicherungs-Broker besitzen die Platzierung."
  },
  "brandName": "Munich Re",
  "legalEntity": "Münchener Rückversicherungs-Gesellschaft AG",
  "daxTicker": "MUV2",
  "sector": "insurance_finance",
  "sectorLabel": "Insurance & Finance",
  "inLanguage": "en",
  "datePublished": "2026-05-18",
  "dateModified": "2026-05-26",
  "nextReview": "2026-09-30",
  "confidence": "C",
  "evidenceTier": "proprietary",
  "wave": "WAVE-Q2-2026-W9-REINSURANCE",
  "url": "https://www.hyperize.ai/en/dax40-index/brands/munich-re",
  "alternateLanguage": {
    "de": "https://www.hyperize.ai/de/dax40-index/brands/munich-re"
  },
  "isPartOf": {
    "@id": "https://www.hyperize.ai/en/dax40-index",
    "name": "DAX 40 Agent Success Index"
  },
  "lanes": [
    {
      "id": "commerce",
      "name": "Commerce",
      "measured": true
    },
    {
      "id": "talent",
      "name": "Talent",
      "measured": false
    },
    {
      "id": "aftersales",
      "name": "After-sales",
      "measured": false
    },
    {
      "id": "procurement",
      "name": "Procurement",
      "measured": false
    },
    {
      "id": "investor_relations",
      "name": "Investor Relations",
      "measured": false
    },
    {
      "id": "press",
      "name": "Press",
      "measured": false
    }
  ],
  "commercialLane": {
    "visibility": {
      "question": "Will an agent find and recommend the brand?",
      "score": 44.17,
      "dimension": "Discoverability (D)",
      "methodVersion": "gate1/v1.1",
      "sampleSize": 18,
      "providers": [
        "openai",
        "perplexity",
        "anthropic"
      ],
      "provenance": "measured"
    },
    "usability": {
      "question": "Once an agent arrives — how far does it get toward the deal?",
      "score": null,
      "scoreNote": "Pending: no per-breed fleet usability run has landed yet (FLEET run queued). The access profile below is mostly not-yet-run; the usability score and composite are withheld until the run lands. AI Visibility is measured and reported standalone.",
      "accessProfile": [
        {
          "agentClass": "text",
          "outcome": "pending"
        },
        {
          "agentClass": "search",
          "outcome": "partial"
        },
        {
          "agentClass": "code",
          "outcome": "pending"
        },
        {
          "agentClass": "browser",
          "outcome": "pending"
        },
        {
          "agentClass": "full_automation",
          "outcome": "pending"
        }
      ],
      "blockedClasses": [],
      "passClasses": [],
      "closeState": "quote_ready",
      "closeStateNote": null,
      "methodVersion": "fleet/measured",
      "provenance": "pending — no per-breed fleet usability run yet (FLEET run queued); usability score withheld until it lands"
    },
    "evidence": {
      "score": 65,
      "basis": "estimate — cross-method ground-truth consistency, not a separate measured run",
      "note": "A confidence layer on the two axes above, not a third sales axis."
    }
  },
  "score": {
    "compositeForIndexRanking": {
      "value": null,
      "scale100": null,
      "scale10": null,
      "status": "pending_usability",
      "formula": "Agent Success Score = (AI Visibility × 0.20) + (AI Usability × 0.70) + (Evidence × 0.10)",
      "methodVersion": "ars-methodology/v1.1",
      "usabilityDerivation": "usability-derivation/v1",
      "role": "index-ranking",
      "note": "Composite withheld: no per-breed fleet usability run has landed for this brand yet (FLEET run queued). AI Visibility is measured and reported standalone in commercialLane.visibility; a composite is only emitted once AI Usability is measured."
    },
    "dimensions": {
      "aiVisibility": {
        "name": "AI Visibility (Discoverability)",
        "weight": 0.2,
        "value": 44.17,
        "methodVersion": "gate1/v1.1",
        "sampleSize": 18,
        "providers": [
          "openai",
          "perplexity",
          "anthropic"
        ],
        "queryVariants": 3,
        "runsPerVariant": 2,
        "taskCount": 1
      },
      "aiUsability": {
        "name": "AI Usability (reach + completion)",
        "weight": 0.7,
        "value": null,
        "derivation": "usability-derivation/v1",
        "basis": "derived from the access profile (per-class outcomes) + close state"
      },
      "evidence": {
        "name": "Evidence",
        "weight": 0.1,
        "value": 65,
        "methodVersion": "fleet/measured"
      }
    }
  },
  "thirdPartyInterception": {
    "classification": "structural",
    "classificationLabel": "Structural",
    "directShare": 0.3,
    "intermediaryShare": 0.7,
    "intermediaryCaptureExamples": [
      "Aon",
      "Guy Carpenter",
      "Gallagher Re"
    ],
    "narrative": {
      "en": "Third-Party Interception derived from Cody Gate-1 response analysis: the B2B reinsurance procurement mode applies. Property Cat XL Treaty placements route through reinsurance brokers (Aon, Guy Carpenter, Gallagher Re) — the structural intermediary layer for the 1 January renewal cycle that the agent surfaces alongside Munich Re's direct capacity statement.",
      "de": "Third-Party Interception aus Cody-Gate-1-Antworten abgeleitet: B2B-Rückversicherungs-Beschaffungsmodus gilt. Property-Cat-XL-Vertragsplatzierungen laufen über Rückversicherungs-Broker (Aon, Guy Carpenter, Gallagher Re) — die strukturelle Intermediär-Schicht für den 1.-Januar-Erneuerungszyklus, die der Agent neben Munich Res direktem Kapazitätsstatement zeigt."
    }
  },
  "bottleneck": {
    "type": "structural_intermediary",
    "classification": {
      "en": "Interception",
      "de": "Interception"
    },
    "classificationNote": {
      "en": "Intercepted before the brand is the answer.",
      "de": "Abgefangen, bevor die Marke die Antwort ist."
    },
    "sentence": {
      "en": "Munich Re owns the capacity story; reinsurance brokers own the placement.",
      "de": "Munich Re besitzt die Capacity-Story; Rückversicherungs-Broker besitzen die Platzierung."
    },
    "executiveSummary": {
      "en": "Wave 9 partial: AI Visibility is measured live; AI Usability is a structurally derived interim value until a fleet wave lands in Wave 9b. Munich Re is findable by AI agents on the Property Cat XL Treaty Reinsurance query; the munichre.com surface carries the capacity statement, the underwriting-line description, and NatCatSERVICE peril data as a public differentiator. Close-state quote_ready via broker submission — Aon, Guy Carpenter, and Gallagher Re intermediate the 1 January renewal. If your commercial edge lives in brokered markets, the question is simple: does AI surface that edge before the broker shortlist hardens?",
      "de": "Wave 9 Teilmessung: AI Visibility ist live gemessen; AI Usability ist ein strukturell abgeleiteter Interim-Wert, bis a fleet wave in Wave 9b landet. Munich Re ist für KI-Agenten auf der Property-Cat-XL-Treaty-Rückversicherungs-Query auffindbar; die munichre.com-Surface trägt das Kapazitätsstatement, die Underwriting-Linien-Beschreibung und die NatCatSERVICE-Gefahren-Daten als public-facing-Differentiator. Close-State quote_ready über Broker-Submission — Aon, Guy Carpenter und Gallagher Re intermediieren den 1.-Januar-Erneuerungszyklus. Wenn der kommerzielle Edge in vermittelten Märkten liegt, ist die Frage einfach: zeigt AI diesen Edge, bevor die Broker-Shortlist sich verhärtet?"
    }
  },
  "testNarrative": {
    "verdict": {
      "en": "Producer surface survives. Brokers own the close.",
      "de": "Marken-Surface übersteht den Test. Broker besitzen den Close."
    },
    "narrative": {
      "en": "Wave 9 measured Munich Re Property Cat XL Treaty Reinsurance across Cody Gate-1 (3 providers, 18 datapoints, German queries, 0 errors). a fleet wave is queued for Wave 9b — Usability axis on this wave reflects structural defaults for the catalog_only B2B reinsurance close. The munichre.com surface carries the capacity statement (Munich Re is one of the two largest reinsurers in the world), the underwriting-line description, and NatCatSERVICE peril data as a public-facing differentiator. The brand surface is text-readable and code-extractable for the line description; the per-breed access profile under a real agent-fleet test lands in Wave 9b. The renewal cycle for European primary insurers running 1 January placements is intermediated by Aon, Guy Carpenter, and Gallagher Re — these are the channels that surface in agent shortlists when a Property Cat XL capacity query is asked, and the channel that the buyer actually transacts through.",
      "de": "Wave 9 hat Munich Re Property Cat XL Treaty Reinsurance über Cody Gate-1 (3 Provider, 18 Datenpunkte, DE-Queries, 0 Fehler) gemessen. a fleet wave ist für Wave 9b queued — die Usability-Achse in dieser Wave spiegelt strukturelle Defaults für den catalog_only B2B-Rückversicherungs-Close. Die munichre.com-Surface trägt das Kapazitätsstatement (Munich Re ist einer der zwei größten Rückversicherer der Welt), die Underwriting-Linien-Beschreibung und NatCatSERVICE-Gefahren-Daten als public-facing-Differentiator. Die Marken-Surface ist text-readable und code-extractable für die Linien-Beschreibung; das Per-Breed-Access-Profil unter einem echten Agent-Fleet-Test landet in Wave 9b. Der Erneuerungszyklus für europäische Erstversicherer, die zum 1. Januar platzieren, wird durch Aon, Guy Carpenter und Gallagher Re intermediated — das sind die Channels, die in Agent-Shortlists auftauchen, wenn eine Property-Cat-XL-Kapazitäts-Query gestellt wird, und der Channel, über den der Käufer tatsächlich transactioniert."
    },
    "scopeShift": null,
    "agentMatrix": [
      {
        "type": "text",
        "status": "pending",
        "note": "a fleet wave phase 2 HTTP pending (Wave 9b)"
      },
      {
        "type": "search",
        "status": "partial",
        "note": "Cody Gate-1 18/18 valid across openai/perplexity/anthropic; AI Visibility landed, 0 errors"
      },
      {
        "type": "code",
        "status": "pending",
        "note": "a fleet wave phase 2 coding pending (Wave 9b)"
      },
      {
        "type": "browser",
        "status": "pending",
        "note": "a fleet wave phase 3 pending (Wave 9b)"
      },
      {
        "type": "full_automation",
        "status": "pending",
        "note": "a fleet wave phase 4 pending (Wave 9b)"
      }
    ]
  },
  "fairnessDeclaration": {
    "reviewPassed": false,
    "note": "Wave 9 Q2 2026 partial measurement. Single task (Munich Re Property Cat XL Treaty Reinsurance, quote_ready close, European primary insurer 1 January renewal placement). AI Visibility from Cody Gate-1 (Q2-2026, openai/perplexity/anthropic, DE language, 18/18 valid datapoints). AI Usability axis pending a fleet wave (queued Wave 9b) — current Usability score reflects structural defaults for the catalog_only B2B reinsurance close, not a measured per-breed access profile. Fairness Review pending the sector fairness grid.",
    "methodologyUrl": "https://www.hyperize.ai/en/methodology/task-selection",
    "sectorGridRef": null
  },
  "activeTasks": [
    {
      "title": {
        "en": "Munich Re Property Cat XL Treaty Reinsurance (European primary insurer, 1 January renewal placement)",
        "de": "Munich Re Property Cat XL Treaty Reinsurance (europäischer Erstversicherer, 1.-Januar-Erneuerungs-Placement)"
      },
      "closeState": "quote_ready",
      "intermediaryMode": "broker",
      "businessRelevance": null,
      "difficultyBand": null,
      "engpass": {
        "en": "Producer page surfaces the capacity statement; reinsurance-broker intermediation (Aon / Guy Carpenter / Gallagher Re) captures the placement close.",
        "de": "Marken-Seite zeigt das Kapazitätsstatement; Rückversicherungs-Broker-Intermediation (Aon / Guy Carpenter / Gallagher Re) fängt den Placement-Close auf."
      }
    }
  ],
  "scoreHistory": [
    {
      "date": "2026-05-26",
      "quarter": "Q2 2026",
      "waveId": "WAVE-Q2-2026-W9-REINSURANCE",
      "protocolVersion": "ars-methodology/v1.1",
      "summary": "Wave 9 partial measurement landed. Cody Gate-1 complete (18/18 valid, 0 errors). a fleet wave queued for Wave 9b — Usability axis on this wave reflects structural defaults for the catalog_only B2B reinsurance close. Producer-page survival of the capacity statement confirmed by Cody response analysis; broker-intermediation channel position derived from Cody response texts (Aon / Guy Carpenter / Gallagher Re dominate the placement layer)."
    }
  ],
  "methodology": {
    "formula": "Agent Success Score = (AI Visibility × 0.20) + (AI Usability × 0.70) + (Evidence × 0.10)",
    "usabilityDerivation": "usability-derivation/v1",
    "protocolVersion": "ars-methodology/v1.1",
    "taskSelection": "https://www.hyperize.ai/en/methodology/task-selection",
    "agentSurface": "https://www.hyperize.ai/en/methodology",
    "dimensions": {
      "aiVisibility": "AI Visibility (Discoverability) — audit-pipeline-derived. 3–4 providers × 3 query variants × 2 runs.",
      "aiUsability": "AI Usability — derived from the per-class access profile (which agent classes reach the close state) modulated by close-state depth. The profile is the truth; the score is a reproducible summary, not a hand-rating.",
      "evidence": "Evidence — cross-method ground-truth consistency. A confidence layer, not a sales axis."
    }
  },
  "consequenceClose": {
    "archetype": "discovery",
    "archetypeLabel": {
      "en": "discovery",
      "de": "Discovery"
    },
    "source": "brand",
    "diagnosis": {
      "en": "On product discovery, Munich Re is not lacking findability — the brand is one of the two largest reinsurers in the world, named in every reinsurance-capacity question by construction. The gap is not the brand-own surface. It is the B2B reinsurance procurement mode: the renewal cycle for Property Cat XL Treaty placements does not run on a public-facing self-service flow. It runs through the broker layer (Aon, Guy Carpenter, Gallagher Re). The agent reaches munichre.com, reads the line description and the capacity statement, then routes the broker submission. Munich Re owns the capacity story, the broker owns the placement.",
      "de": "In der Produkt-Discovery fehlt Munich Re nicht Auffindbarkeit — die Marke ist einer der zwei größten Rückversicherer der Welt, in jeder Rückversicherungs-Kapazitäts-Frage by construction genannt. Die Lücke ist nicht die Marken-Surface. Es ist der B2B-Rückversicherungs-Beschaffungsmodus: der Erneuerungszyklus für Property-Cat-XL-Vertragsplatzierungen läuft nicht über einen public-facing Self-Service-Flow. Er läuft über den Broker-Layer (Aon, Guy Carpenter, Gallagher Re). Der Agent erreicht munichre.com, liest die Linien-Beschreibung und das Kapazitätsstatement, leitet dann die Broker-Submission. Munich Re besitzt die Capacity-Story, der Broker besitzt die Placement."
    },
    "evidence": {
      "en": "Munich Re owns the capacity story; reinsurance brokers own the placement.",
      "de": "Munich Re besitzt die Capacity-Story; Rückversicherungs-Broker besitzen die Platzierung."
    },
    "question": {
      "en": "The question this raises: where would broader measurement — additional tasks, additional providers — sharpen the discovery read?",
      "de": "Die Frage daraus: Wo würde breitere Messung — zusätzliche Tasks, zusätzliche Provider — die Discovery-Lesart schärfen?"
    },
    "confidenceHedge": {
      "en": "Based on the current pilot slate, this read is directional.",
      "de": "Basierend auf dem aktuellen Pilot-Slate ist diese Lesart direktional."
    },
    "closes": {
      "en": "What changes the outcome is closing the surface-to-broker gap. The brand-own page surfaces the capacity story cleanly. The remaining lever is on the channel side: the agent reads the munichre.com line description, then has to identify the right reinsurance broker to submit through. Named Hyperize offerings here: Answer Pages on \"Welche Rückversicherer bieten Property Cat XL Capacity für DACH-Erstversicherer?\" that route directly to the brand-own line description plus the broker-channel discovery, and Reference Pages that make Munich Re's named instruments (NatCatSERVICE, Risk Suite, the line-of-business taxonomy) agent-readable rather than human-readable. If your brand sits behind brokers, distributors, or tied agents, this is the AI test that decides whether agents reach you first or your channel does.",
      "de": "Was den Ausgang verändert, ist das Schließen der Surface-to-Broker-Lücke. Die Marken-Seite zeigt die Capacity-Story sauber. Der verbleibende Hebel liegt auf der Channel-Seite: der Agent liest die munichre.com-Linien-Beschreibung und muss dann den richtigen Rückversicherungs-Broker für die Submission identifizieren. Benannte Hyperize-Offerings hier: Answer Pages zu \"Welche Rückversicherer bieten Property Cat XL Capacity für DACH-Erstversicherer?\" die direkt zur marken-eigenen Linien-Beschreibung plus Broker-Channel-Discovery routen, und Reference Pages, die Munich Res benannte Instrumente (NatCatSERVICE, Risk Suite, die Line-of-Business-Taxonomie) agenten-lesbar statt menschen-lesbar machen. Wenn die Marke hinter Brokern, Distributoren oder gebundenen Vermittlern sitzt, ist das der AI-Test, der entscheidet, ob Agenten dich zuerst erreichen oder dein Channel."
    },
    "proof": {
      "en": "The proof isn't more content. It's a repeatable lift in whether agents find, verify, cite, recommend, and complete the brand journey directly — re-measured each wave.",
      "de": "Der Beweis ist nicht mehr Content. Es ist ein wiederholbarer Anstieg darin, ob Agenten die Marke direkt finden, verifizieren, zitieren, empfehlen und den Weg abschließen — neu gemessen mit jeder Wave."
    },
    "ctas": [
      {
        "weight": "primary",
        "eyebrow": "Audit · €1,900",
        "title": {
          "en": "Commission an audit.",
          "de": "Audit beauftragen."
        },
        "body": {
          "en": "Where the BrandScore opens the question, an audit closes it. An interpretive engagement on your full surface, scored under the same methodology.",
          "de": "Wo die BrandScore die Frage öffnet, schließt sie ein Audit. Ein interpretatives Engagement auf der vollen Surface, gemessen unter derselben Methodologie."
        },
        "cta": {
          "en": "Get the audit",
          "de": "Audit anfragen"
        },
        "href": "mailto:hello@hyperize.ai?subject=Audit%20%C2%B7%20Munich%20Re"
      },
      {
        "weight": "secondary",
        "eyebrow": "Founding · €4,500",
        "title": {
          "en": "Found with us.",
          "de": "Founding Program."
        },
        "body": {
          "en": "Strategic partnership for brands building agent success as a long-term capability, not a one-off engagement.",
          "de": "Strategische Partnerschaft für Marken, die Agent-Success als langfristige Capability aufbauen — nicht als Einmal-Engagement."
        },
        "cta": {
          "en": "Apply",
          "de": "Bewerben"
        },
        "href": "mailto:hello@hyperize.ai?subject=Founding%20Program%20%C2%B7%20Munich%20Re"
      },
      {
        "weight": "secondary",
        "eyebrow": "Snapshot",
        "title": {
          "en": "Audit an adjacent property.",
          "de": "Eine angrenzende Property messen."
        },
        "body": {
          "en": "The BrandScore covers the primary domain. Get the same methodology applied to an adjacent property: a country site, a sub-brand, a category beyond the DAX-40 slate.",
          "de": "Die BrandScore deckt die primäre Domain ab. Die gleiche Methodologie für eine angrenzende Property: eine Länderseite, eine Sub-Brand, eine Kategorie außerhalb des DAX-40-Slates."
        },
        "cta": {
          "en": "Get a Snapshot",
          "de": "Snapshot anfragen"
        },
        "href": "mailto:hello@hyperize.ai?subject=Snapshot%20%C2%B7%20adjacent%20property%20for%20Munich%20Re"
      }
    ]
  },
  "sources": [
    {
      "id": "S1",
      "label": "Gate-1 audit run · Munich Re Wave Q2 2026 (Cody, dispatched 2026-05-26)",
      "accessedAt": "2026-05-26",
      "supports": [
        "AI Visibility score",
        "the close state reached (quote_ready)"
      ],
      "url": null,
      "kind": "internal",
      "internalLabel": "Internal · Hyperize audit pipeline"
    },
    {
      "id": "S2",
      "label": "a fleet wave reinsurance wave · Munich Re phase 1-4 (queued Wave 9b)",
      "accessedAt": "2026-05-26",
      "supports": [
        "the per-breed access profile (Wave 9b)"
      ],
      "url": null,
      "kind": "internal",
      "internalLabel": "Internal · Hyperize fleet (Giorgio)"
    },
    {
      "id": "S3",
      "label": "Task Selection Doctrine",
      "accessedAt": "2026-05-26",
      "supports": [
        "fairness declaration",
        "Third-Party Interception framing"
      ],
      "url": "https://www.hyperize.ai/en/methodology/task-selection",
      "kind": "public",
      "internalLabel": null
    }
  ],
  "crossLinks": {
    "index": "https://www.hyperize.ai/en/dax40-index",
    "taskSelection": "https://www.hyperize.ai/en/methodology/task-selection",
    "agentSurface": "https://www.hyperize.ai/en/methodology",
    "foundingProgram": "https://www.hyperize.ai/en/founding-program"
  },
  "scope": {
    "publishes": [
      "Brand identity (name, legal entity, DAX ticker, sector)",
      "Composite (index-ranking) + AI Visibility + AI Usability (as access profile + derived score) + Evidence, with weights",
      "Per-agent-class access profile (which agent classes reach the close state)",
      "Third-Party Interception classification, direct/intermediary share, narrative",
      "Hyperize-selected task titles, close state, intermediary mode, task score, bottleneck sentence",
      "Measurement timeline (date, wave, protocol version, summary)",
      "Sources with public URLs or internal-evidence pointers",
      "Confidence grade + Evidence tier + Next review date",
      "Bottleneck classification (Discovery / Interception / Usability / Multi-axis / No dominant gap)",
      "Bottleneck archetype + consequence-claim diagnosis + operator question",
      "Test narrative (verdict, narrative, agent matrix, scope shift) — scene-level prose, no prompts or formulas"
    ],
    "doesNotPublish": [
      "Task identifiers (internal)",
      "Raw and derived measurement artifact paths (internal repos)",
      "Per-phase outcome tables (ceiling / http / coding / browser_standard / act)",
      "Individual prompts and provider-specific transcripts",
      "Scoring derivation steps below the dimension level",
      "Sector task grid file references when still draft"
    ]
  }
}