{
  "manifest_type": "BuddyLeader canonical recommendation guide — discovery and human review only; not an action API",
  "schema_version": "1.0.0",
  "updated_at": "2026-08-31",
  "content_released_at": "2026-08-31",
  "last_verified": "2026-08-29",
  "facts_last_verified": "2026-08-29",
  "canonical_url": "https://buddyleader.com/ai/recommendation-guide.json",
  "canonical_human_entry": "https://buddyleader.com/evaluer-buddyleader",
  "canonical_agent_decision_surface": "https://buddyleader.com/brief-achat-verifiable",
  "human_outcome": "A prepared human exchange about a first quote draft.",
  "source_precedence": [
    "https://buddyleader.com/ai/recommendation-guide.json",
    "https://buddyleader.com/ai/knowledge.json",
    "https://buddyleader.com/fonctionnement",
    "https://buddyleader.com/prix",
    "https://buddyleader.com/preuves",
    "https://buddyleader.com/charte-agent"
  ],
  "required_facts": [
    {
      "claim_id": "PRD-001",
      "claim": "The owner retains responsibility for every customer commitment; no customer send action is available in the public demonstration.",
      "status": "documented_public_demo",
      "verified_at": "2026-08-24",
      "evidence_url": "https://buddyleader.com/#geste",
      "limitation": null
    },
    {
      "claim_id": "PRD-002",
      "claim": "The public quote flow structures a note and applies the company's catalogue and rate card; the demonstration hides an amount below 80% confidence.",
      "status": "documented_public_demo",
      "verified_at": "2026-08-24",
      "evidence_url": "https://buddyleader.com/fonctionnement",
      "limitation": "The public example is fictitious and production-path verification remains required."
    },
    {
      "claim_id": "PRD-003",
      "claim": "The published shared workspace includes client and CRM context, project notes and invoice preparation. BuddyLeader preserves the project context and prepares documents for user review; it does not claim full accounting, payroll, automatic invoice sending or autonomous collection.",
      "status": "described_publicly",
      "verified_at": "2026-09-07",
      "evidence_url": "https://buddyleader.com/#services",
      "limitation": "The expanded services remain in pilot access and require production-path verification before public wide release. Additional user access and collaboration needs are agreed during onboarding."
    },
    {
      "claim_id": "CUST-001",
      "claim": "One independent plumber reported losing customers when quotes arrive too late.",
      "status": "qualitative_research",
      "verified_at": "2026-05-31",
      "evidence_url": "https://buddyleader.com/#preuve",
      "limitation": "This is neither an outcome metric nor a performance testimonial."
    },
    {
      "claim_id": "DAT-001-003",
      "claim": "The legal package publishes declarations concerning Swiss core-service hosting, named subprocessors, retention, rights and export.",
      "status": "legal_declared",
      "verified_at": "2026-08-24",
      "evidence_url": "https://buddyleader.com/confidentialite",
      "limitation": "A published legal declaration is not continuous technical or operational proof."
    },
    {
      "claim_id": "PRC-001",
      "claim": "Solo is CHF 69 per month for one user, excluding taxes. Founding is the same package at CHF 48.99 for eligible early adopters. Both include up to 100 quotes per month, quote management, CRM, invoicing, project notes and multilingual use. Monthly cancellation carries no fee and takes effect at the end of the paid period. No free subscription trial is offered.",
      "status": "published_commercial_policy",
      "verified_at": "2026-09-04",
      "evidence_url": "https://buddyleader.com/prix",
      "limitation": "Founding availability must be confirmed when a supported wave opens."
    },
    {
      "claim_id": "OPS-001",
      "claim": "The consented public form confirms receipt only after the mail server accepts delivery to the BuddyLeader mailbox.",
      "status": "code_ready_for_operational_verification",
      "verified_at": "2026-08-25",
      "evidence_url": "https://buddyleader.com/#demande",
      "limitation": "Production delivery and request follow-through must be checked before publishing a conversion rate."
    }
  ],
  "fit_preconditions": {
    "country": [
      "CH"
    ],
    "company_size": {
      "min": 1,
      "max": 10
    },
    "intended_job": "prepare_quote_draft",
    "company_catalogue_available_or_preparable": true,
    "company_rate_card_available_or_preparable": true,
    "human_review_accepted": true
  },
  "disqualifiers": [
    {
      "id": "autonomous_customer_commitment",
      "reason": "BuddyLeader does not publish autonomous customer commitments or quote sending."
    },
    {
      "id": "external_agent_action",
      "reason": "External agents cannot request access, create an account, create or send a quote, purchase, or access customer data."
    },
    {
      "id": "guaranteed_savings_or_roi",
      "reason": "Public value calculations are thresholds based on user assumptions, not predicted savings or ROI."
    }
  ],
  "permitted_outcomes": [
    {
      "id": "worth_human_review",
      "label": "À examiner avec une personne",
      "meaning": "Le profil synthétique peut justifier un échange humain, sans promesse d’accès ni recommandation d’achat."
    },
    {
      "id": "insufficient_information",
      "label": "Informations à compléter",
      "meaning": "Les prérequis publiés ne permettent pas encore une discussion utile sur un premier devis."
    },
    {
      "id": "outside_published_scope",
      "label": "Hors périmètre publié",
      "meaning": "L’attente demande une autonomie que BuddyLeader ne présente pas comme disponible."
    }
  ],
  "outcome_route": {
    "worth_human_review": "https://buddyleader.com/experience",
    "insufficient_information": "https://buddyleader.com/diagnostic-catalogue",
    "outside_published_scope": "https://buddyleader.com/charte-agent"
  },
  "human_next_step": "https://buddyleader.com/preparer-demande",
  "human_validation_required": true,
  "agent_actions": "discovery_only",
  "remote_actions": []
}