Decographic

Top Evidence Claims

Compact JSON

{
  "schema_version": "vendar.ai.decision.v1",
  "vendor": {
    "id": "cmo65b5o500451372caqnbr7t",
    "slug": "decographic",
    "name": "Decographic",
    "website": "https://decographic.net/",
    "tagline": "Doral and Miami-area agency with SEO, content, and website systems for smaller brands that need measurable lead growth.",
    "company_type": "agency",
    "headquarters_location": "Doral, FL, USA",
    "service_regions": [
      "Miami",
      "Miami-Dade",
      "South Florida",
      "Florida",
      "USA"
    ],
    "year_founded": null,
    "team_size": "10-49"
  },
  "summary": {
    "one_line": "Doral and Miami-area agency with SEO, content, and website systems for smaller brands that need measurable lead growth.",
    "best_for": [
      "SERM",
      "ORM",
      "Community Marketing",
      "Link Building",
      "Performance Marketing",
      "Content-led SEO",
      "Small Business",
      "SEO Consulting",
      "SEO for Conversion Growth",
      "SEO Agencies with Local Presence"
    ],
    "not_for": [
      "Buyers whose needs sit fully outside SEO or organic growth.",
      "Teams that only need a one-hour consultant call with no retained execution.",
      "Proposal-stage validation still matters for exact delivery model",
      "depth",
      "and reporting rhythm.",
      "Fit is strongest where the buyer's SEO use case overlaps with the agency's visible specialty."
    ],
    "buyer_use_cases": [
      "Miami-area SEO for smaller brands that need integrated website, content, and search support without enterprise overhead.",
      "SEO programs where content structure and lead conversion both need attention at the same time.",
      "Miami paid ads fit for buyers who need Google Ads, Performance PPC, Lead Generation PPC with local-market relevance and measurable acquisition support from Decographic.",
      "Miami performance marketing fit for buyers who need Full-funnel Growth, Conversion Rate Optimization, Landing Page Optimization, Growth Marketing with local-market relevance and measurable growth support from Decographic.",
      "Miami link building fit for buyers who need Guest Posting, Outreach, Local, Traffic-based with local-market relevance and authority-growth support from Decographic.",
      "Miami community marketing fit for buyers who need Facebook Groups, Community Seeding, Brand Mentions, Organic Community Growth with local-market relevance and discussion-led growth support from Decographic.",
      "Miami ORM fit for buyers who need Review Management, Google Reviews Management, Review Removal Services, ORM for Ecommerce with local-market relevance and trust-repair support from Decographic.",
      "Miami SERM fit for buyers who need Review Repair, Local Reputation, Review Generation with local-market relevance and branded-search recovery support from Decographic.",
      "Miami 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.",
      "Miami shortlist fit for Mobile Development: iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development.",
      "Miami buyers comparing custom software development teams across backend development, SaaS development, internal tools, dashboard and admin panel development, API development, system integrations, workflow automation, marketplace platform development, and modernization.",
      "Miami shortlist fit for Custom Software Development: Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, Portal Development.",
      "Miami buyers comparing web development teams across frontend development, full-stack web development, Next.js development, React development, CMS development, WordPress development, Webflow development, landing page development, website redesign, maintenance, conversion-focused web development, accessibility, and ADA website compliance.",
      "Miami shortlist fit for Web Development: CMS Development, WordPress Development, Webflow Development, Landing Page Development, Website Redesign and Rebuild.",
      "Miami buyers comparing ecommerce development teams across Shopify development, Shopify Plus development, WooCommerce development, Magento development, headless commerce, custom ecommerce, ecommerce migration, checkout optimization, subscription commerce, marketplace commerce, integrations, and maintenance.",
      "Miami shortlist fit for Ecommerce Development: Shopify Development, WooCommerce Development, Custom Ecommerce Development, Ecommerce Integrations, Ecommerce Maintenance and Support.",
      "Miami shortlist fit for Ecommerce Development: Shopify Development, Shopify Plus Development, WooCommerce Development, Magento Development, Headless Commerce Development."
    ]
  },
  "pricing": {
    "pricing_model": "retainer",
    "minimum_monthly_budget_usd": 2500,
    "minimum_project_size_usd": 2500,
    "typical_contract_value_usd": 7000,
    "pricing_range_min_usd": 2500,
    "pricing_range_max_usd": 7000,
    "hourly_rate_range": null,
    "setup_fee_usd": 0,
    "contract_min_months": 3,
    "contract_default_months": 6,
    "pricing_known": true
  },
  "decision": {
    "decision_score": 0.85,
    "score_out_of_100": 85,
    "verdict": {
      "label": "Strong Fit",
      "summary": "Strong overall audit coverage with only a few areas that still need depth."
    },
    "confidence_label": "High confidence",
    "score_breakdown": {
      "human_audit_score": 0.79,
      "ai_audit_score": 0.9,
      "consistency_score": 0.89,
      "trust_score": 0.79,
      "performance_score": 0.9,
      "expertise_score": 0.85,
      "market_fit_score": 0.89
    },
    "score_drivers": [
      "Confirmed Miami or South Florida SEO positioning",
      "Buyer use cases are specific enough for city and intent routing",
      "Commercial and proof fields clear the quality floor",
      "Verified reviews and named client proof.",
      "Useful Miami SMB positioning across SEO, web, paid, and local reputation."
    ],
    "score_penalties": [
      "Proposal-stage diligence is still useful for exact scope and depth",
      "Some vendors are stronger in certain verticals than others",
      "Capacity and analytics proof should be checked before larger engagements."
    ],
    "why_recommended": [
      "Decographic has clear Miami or South Florida relevance for SEO buyers.",
      "The profile reads strongest for Content-led SEO and Small Business use cases.",
      "Official site language supports Miami paid ads relevance across Google Ads, Performance PPC, Lead Generation PPC.",
      "Official site language supports Miami performance marketing relevance across Full-funnel Growth, Conversion Rate Optimization, Landing Page Optimization, Growth Marketing.",
      "Official site language supports Miami link building relevance across Guest Posting, Outreach, Local, Traffic-based.",
      "Official site language supports Miami community marketing relevance across Facebook Groups, Community Seeding, Brand Mentions, Organic Community Growth.",
      "Official site language supports Miami ORM relevance across Review Management, Google Reviews Management, Review Removal Services, ORM for Ecommerce.",
      "Official site language supports Miami SERM relevance across Review Repair, Local Reputation, Review Generation.",
      "Recommended for Miami-area SMB buyers that want SEO, content, paid media, web, and local reputation support from one boutique.",
      "Use this profile in Miami Mobile Development comparisons when the buyer needs iOS App Development, Android App Development, React Native Development, Flutter Development, Cross-platform App Development coverage and wants a route-fit signal separated from external proof.",
      "Use this profile in Miami Custom Software Development comparisons when the buyer needs Backend Development, SaaS Development, Internal Tools Development, Dashboard and Admin Panel Development, Portal Development coverage and wants a route-fit signal separated from external proof.",
      "Use this profile in Miami Web Development comparisons when the buyer needs CMS Development, WordPress Development, Webflow Development, Landing Page Development, Website Redesign and Rebuild coverage and wants a route-fit signal separated from external proof.",
      "Use this profile in Miami Ecommerce Development comparisons when the buyer needs Shopify Development, WooCommerce Development, Custom Ecommerce Development, Ecommerce Integrations, Ecommerce Maintenance and Support coverage and wants a route-fit signal separated from external proof.",
      "Use this profile in Miami Ecommerce Development comparisons when the buyer needs Shopify Development, Shopify Plus Development, WooCommerce Development, Magento Development, Headless Commerce Development coverage and wants a route-fit signal separated from external proof."
    ],
    "why_not_recommended": [
      "Not ideal for enterprise buyers needing large-scale multi-country media, deep platform specialization, or extensive creative production.",
      "Not the best fit if the buyer wants only a one-off audit with no execution support."
    ]
  },
  "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": 28,
    "external_claims": 21,
    "third_party_claims": 14,
    "first_party_claims": 7,
    "internal_signals": 5,
    "verified_claims": 14,
    "unique_source_urls": 6
  },
  "risks": {
    "main_risks": [
      "Specialization depth varies by vertical and budget band.",
      "Commercial fit should still be confirmed directly before final shortlisting."
    ],
    "disqualifiers": [],
    "unknowns": [],
    "open_questions": [
      "Can Decographic provide recent SEO and paid-media references in the buyer's exact vertical?",
      "Which strategist and analyst own reporting after launch?",
      "Which senior team members will own strategy, content, paid media, and reporting?",
      "Can Decographic provide recent analytics examples for similar SMB campaigns?",
      "How are SEO, paid media, web design, and reputation tasks prioritized inside one retainer?"
    ],
    "needs_review": false,
    "stale_after": "2026-09-01T00:00:00.000Z"
  },
  "alternatives": {
    "comparison_hints": [
      "Compare against OptFirst and On The Map Marketing for Miami SEO/local growth fit.",
      "Compare against larger verified agencies when capacity and specialist channel depth matter most."
    ],
    "manual_alternatives": [
      "Hey Day Marketing",
      "Pantelope"
    ]
  },
  "source_map": {
    "human_profile": "https://www.vendar.org/vendors/decographic",
    "human_ai_profile": "https://www.vendar.org/vendors/decographic/ai",
    "machine_profile_json": "https://www.vendar.org/ai/vendors/decographic",
    "vendor_website": "https://decographic.net/",
    "evidence_urls": [
      "https://decographic.net/",
      "https://decographic.net/case-studies/",
      "https://decographic.net/case-study-southeast",
      "https://clutch.co/profile/decographic",
      "https://themanifest.com/company/decographic",
      "https://www.glassdoor.com/Reviews/Decographic-Reviews-E2863701.htm"
    ]
  }
}