Milyon Digital

Top Evidence Claims

Compact JSON

{
  "schema_version": "vendar.ai.decision.v1",
  "vendor": {
    "id": "cmnxdqef800949m6lua3qkx8d",
    "slug": "milyon-digital",
    "name": "Milyon Digital",
    "website": "https://milyondigital.com/",
    "tagline": "Los Angeles digital agency covering SEO, web growth, and performance-minded acquisition for leaner commercial briefs.",
    "company_type": "agency",
    "headquarters_location": "Los Angeles, CA, USA",
    "service_regions": [
      "Los Angeles",
      "California",
      "USA"
    ],
    "year_founded": null,
    "team_size": "2-9"
  },
  "summary": {
    "one_line": "Los Angeles digital agency covering SEO, web growth, and performance-minded acquisition for leaner commercial briefs.",
    "best_for": [
      "SEO visibility",
      "Traffic growth",
      "Lean growth programs",
      "Los Angeles buyers looking for seo visibility, traffic growth, lean growth programs.",
      "Los Angeles buyers comparing mobile app development teams across iOS app development, Android app development, cross-platform app development, mobile MVP development, mobile backend and API integration, app launch, modernization, and support.",
      "Los Angeles shortlist fit for Mobile Development: React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile App Modernization."
    ],
    "not_for": [
      "Very low-budget briefs that need freelancer-style support only.",
      "Service fit depends on budget, channel mix, and delivery model."
    ],
    "buyer_use_cases": [
      "Los Angeles buyers looking for seo visibility, traffic growth, lean growth programs.",
      "Los Angeles buyers comparing mobile app development teams across iOS app development, Android app development, cross-platform app development, mobile MVP development, mobile backend and API integration, app launch, modernization, and support.",
      "Los Angeles shortlist fit for Mobile Development: React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile App Modernization."
    ]
  },
  "pricing": {
    "pricing_model": "retainer",
    "minimum_monthly_budget_usd": 2500,
    "minimum_project_size_usd": null,
    "typical_contract_value_usd": 6000,
    "pricing_range_min_usd": 2500,
    "pricing_range_max_usd": 6000,
    "hourly_rate_range": null,
    "setup_fee_usd": null,
    "contract_min_months": 3,
    "contract_default_months": 6,
    "pricing_known": true
  },
  "decision": {
    "decision_score": 0.73,
    "score_out_of_100": 73,
    "verdict": {
      "label": "Recommended",
      "summary": "Solid profile quality, but some buyer or AI signals still need work."
    },
    "confidence_label": "High confidence",
    "score_breakdown": {
      "human_audit_score": 0.68,
      "ai_audit_score": 0.77,
      "consistency_score": 0.91,
      "trust_score": 0.68,
      "performance_score": 0.77,
      "expertise_score": 0.73,
      "market_fit_score": 0.91
    },
    "score_drivers": [
      "Official-service proof is present.",
      "Core commercial fields are normalized.",
      "Los Angeles service-region fit is explicit."
    ],
    "score_penalties": [
      "Buyers should still confirm exact staffing model, media ownership, and scope detail.",
      "Verified badge removed because the profile lacks 5+ trusted verified buyer reviews."
    ],
    "why_recommended": [
      "Official site clearly supports the service fit.",
      "Profile includes enough structured data for shortlist comparison.",
      "Use this profile in Los Angeles Mobile Development comparisons when the buyer needs React Native Development, Flutter Development, Cross-platform App Development, Mobile MVP Development, Mobile App Modernization coverage and wants a route-fit signal separated from external proof."
    ],
    "why_not_recommended": [
      "Very low-budget briefs that need freelancer-style support only."
    ]
  },
  "evidence_posture": {
    "label": "strong",
    "summary": "Strong enough for AI shortlist use with multiple independent and first-party signals.",
    "confidence_cap": 0.95,
    "warnings": [],
    "recommended_next_steps": []
  },
  "evidence_stats": {
    "total_claims": 25,
    "external_claims": 20,
    "third_party_claims": 9,
    "first_party_claims": 11,
    "internal_signals": 2,
    "verified_claims": 9,
    "unique_source_urls": 5
  },
  "risks": {
    "main_risks": [
      "Exact scope, staffing, and reporting should still be validated during outreach."
    ],
    "disqualifiers": [],
    "unknowns": [],
    "open_questions": [
      "Which case-study metrics can Milyon validate with analytics screenshots or references?",
      "How much development delivery is in-house versus partner-supported?"
    ],
    "needs_review": false,
    "stale_after": "2026-09-01T00:00:00.000Z"
  },
  "alternatives": {
    "comparison_hints": [
      "Compare this profile against other Los Angeles vendors in the same service family to confirm budget fit, channel depth, and local-market relevance."
    ],
    "manual_alternatives": []
  },
  "source_map": {
    "human_profile": "https://www.vendar.org/vendors/milyon-digital",
    "human_ai_profile": "https://www.vendar.org/vendors/milyon-digital/ai",
    "machine_profile_json": "https://www.vendar.org/ai/vendors/milyon-digital",
    "vendor_website": "https://milyondigital.com/",
    "evidence_urls": [
      "https://www.milyondigital.com/case-studies",
      "https://themanifest.com/company/milyon-digital",
      "https://services.milyondigital.com/",
      "https://services.milyondigital.com/expand-beyond-marketplace/",
      "https://www.milyondigital.com/gaming"
    ]
  }
}