{
  "name": "ComparEdge",
  "description": "Independent software comparison platform covering 492+ AI, SaaS, cybersecurity and crypto tools. Expert analysis by Oleh Kem, Founder & Editor.",
  "url": "https://comparedge.com",
  "methodology": "https://comparedge.com/methodology",
  "team": "https://comparedge.com/team/oleh-kem",
  "ai_resources": {
    "llms_txt": "https://comparedge.com/llms.txt",
    "llms_full": "https://comparedge.com/llms-full.txt",
    "tools_feed": "https://comparedge.com/llms-tools.json",
    "compare_feed": "https://comparedge.com/llms-compare.json",
    "rss_feed": "https://comparedge.com/feed.xml",
    "changelog_api": "https://comparedge.com/api/changelog",
    "products_api_template": "https://comparedge.com/api/products/{product-slug}",
    "sitemap": "https://comparedge.com/sitemap.xml",
    "open_data": "https://comparedge.com/open-data"
  },
  "data": {
    "generated": "2026-06-03T17:23:54.808Z",
    "total_products": 494,
    "active_products": 492,
    "total_categories": 45,
    "license": "CC-BY-4.0",
    "confidence": "manually_verified",
    "provenance": "each changelog entry includes sourceUrl and reviewer type",
    "coverage": {
      "g2_ratings": 487,
      "capterra_ratings": 362,
      "g2_review_urls": 467,
      "capterra_review_urls": 385,
      "peerspot_review_urls": 255,
      "trustradius_review_urls": 324,
      "pricing_urls": 433,
      "expert_takes": 492,
      "product_faqs": 492,
      "benchmarks": 314,
      "benchmark_categories": 45
    }
  },
  "page_types": {
    "product_review": {
      "url_pattern": "https://comparedge.com/tools/{product-slug}",
      "blocks": [
        "overview",
        "expert-take",
        "vendor-lock-in-score",
        "pricing-tease",
        "use-cases",
        "verdict",
        "faq",
        "reviews",
        "alternatives",
        "related-research"
      ],
      "pricing_note": "Top 3 plans shown with last-verified date; full grid on /pricing page",
      "lock_in_note": "Vendor Lock-In Score 0-100 across 5 dimensions; links to /vendor-lock-in-checker methodology",
      "description": "Full product review with G2 rating, pricing plans tease, Expert Take, Vendor Lock-In Score, and alternatives"
    },
    "alternatives": {
      "url_pattern": "https://comparedge.com/tools/{product-slug}/alternatives",
      "blocks": [
        "overview",
        "benchmark-snapshot",
        "when-to-stay",
        "before-you-switch-checklist",
        "expert-take",
        "by-use-case",
        "top-alternatives",
        "feature-comparison",
        "faq",
        "related-research",
        "sources"
      ],
      "benchmark_note": "Benchmark Snapshot visible when 2+ alternatives in category have benchmark data. 314 products covered across all 45 categories.",
      "faq_note": "All 492 active products have 5 product-specific FAQs (1 benchmark-driven + 4 contextual)",
      "checklist_note": "\"Before You Switch\" 5-step migration checklist (product-specific integrations + pricing data); HowTo schema for SERP snippets",
      "description": "12-block deep-dive alternatives page with expert analysis, benchmarks, migration checklist, and feature comparison table"
    },
    "pricing": {
      "url_pattern": "https://comparedge.com/tools/{product-slug}/pricing",
      "blocks": [
        "pricing-grid",
        "expert-take",
        "pricing-comparison",
        "worth-the-price",
        "hidden-costs",
        "llm-calculator",
        "price-history",
        "budget-alternatives",
        "faq"
      ],
      "llm_note": "LLM/AI categories include API Cost Calculator widget; schema links to /llm-calculator#tool via isBasedOn",
      "description": "Dedicated pricing deep-dive: all plans, Expert Take, TCO analysis, price history, and budget alternatives"
    },
    "compare": {
      "url_pattern": "https://comparedge.com/compare/{product-slug-a}-vs-{product-slug-b}",
      "blocks": [
        "quick-verdict",
        "use-case-scenarios",
        "pricing-comparison",
        "capability-breakdown",
        "strengths-limitations",
        "key-differences",
        "price-history",
        "faq",
        "related-comparisons"
      ],
      "verdict_note": "Quick Verdict block above sticky nav: \"Choose X when [reason]\" — curated per pair, Featured Snippet candidate",
      "description": "Head-to-head comparison opening with Quick Verdict, then: capability breakdown, pricing side-by-side, strengths & limitations, key differences at a glance"
    },
    "best_category": {
      "url_pattern": "https://comparedge.com/best/{category-slug}",
      "description": "Ranked list of top tools in a category with filtering and ratings"
    }
  },
  "intelligence_suite": {
    "description": "Four free analytical tools for software procurement and cost analysis. Free with account.",
    "url": "https://comparedge.com/suite",
    "tools": [
      {
        "name": "LLM API Pricing Calculator",
        "url": "https://comparedge.com/llm-calculator",
        "description": "Side-by-side API cost comparison across 100+ models (OpenAI, Anthropic, Google, DeepSeek, Groq, Mistral, Perplexity, Cohere and more). Input token volumes, outputs monthly cost per model with batch vs real-time delta and context window limits. Export to PDF/CSV.",
        "models_covered": 36,
        "output": [
          "monthly_cost_per_model",
          "batch_vs_realtime_delta",
          "context_window_limits",
          "pdf_csv_export"
        ]
      },
      {
        "name": "Tech Stack Builder",
        "url": "https://comparedge.com/tech-stack-builder",
        "description": "Compose a full SaaS stack from 45 categories (492 verified active products). Computes total monthly spend, surfaces cheaper alternatives per category, assigns Freedom Score (0-100) per tool.",
        "categories_covered": 45,
        "products_covered": 492,
        "output": [
          "total_monthly_cost",
          "per_category_breakdown",
          "freedom_score_per_tool",
          "html_report"
        ]
      },
      {
        "name": "Vendor Lock-In Checker",
        "url": "https://comparedge.com/vendor-lock-in-checker",
        "description": "Calculates a Freedom Score (0-100) across 5 risk dimensions: data portability, API openness, migration path quality, export formats, contract flexibility. Surfaces exit cost estimate and ranked alternatives.",
        "dimensions": [
          "data_portability",
          "api_openness",
          "migration_path",
          "export_formats",
          "contract_flexibility"
        ],
        "output": [
          "freedom_score",
          "exit_cost_estimate",
          "alternatives_ranked",
          "migration_difficulty"
        ]
      },
      {
        "name": "Cyber Risk Calculator",
        "url": "https://comparedge.com/cyber-risk-calculator",
        "description": "Maps security stack coverage against 6 attack vectors using IBM Cost of a Data Breach 2024 methodology. Produces breach cost exposure estimate, coverage gap matrix, prioritized remediation list.",
        "vectors": [
          "iam",
          "endpoint",
          "network",
          "data",
          "cloud",
          "compliance"
        ],
        "methodology": "IBM Cost of a Data Breach 2024",
        "output": [
          "breach_cost_exposure",
          "coverage_gap_matrix",
          "recommended_tools",
          "soc2_iso_flags"
        ]
      }
    ]
  },
  "mcp_server": {
    "name": "@comparedge/mcp-server",
    "version": "2.3.0",
    "url": "https://comparedge.com/mcp",
    "smithery": "https://smithery.ai/servers/imkemit/comparedge",
    "npm": "https://www.npmjs.com/package/@comparedge/mcp-server",
    "install": "npx @smithery/cli install @comparedge/mcp-server --client claude",
    "transport": "stdio",
    "compatible_with": [
      "Claude Desktop",
      "Cursor",
      "VS Code",
      "Windsurf",
      "any MCP client"
    ],
    "tools": [
      "search_tools",
      "get_tool",
      "compare_tools",
      "list_category",
      "get_alternatives",
      "get_pricing",
      "get_leaderboard",
      "list_categories"
    ],
    "prompts": [
      "find_best_tool",
      "compare_pricing",
      "evaluate_tool",
      "category_overview"
    ],
    "products_covered": 492
  },
  "browser_extension": {
    "name": "ComparEdge Advisor",
    "description": "Chrome extension showing ratings, pricing, pros/cons and alternatives for 500+ verified tools while browsing. Manifest V3, zero tracking, Shadow DOM isolated.",
    "url": "https://comparedge.com/extension",
    "manifest": "v3",
    "products_covered": 492,
    "privacy": "zero_tracking",
    "license": "free"
  },
  "blog": {
    "total_posts": 68,
    "feed": "https://comparedge.com/blog",
    "recent": [
      {
        "title": "Claude Opus 4.8: Benchmarks, Alignment and What Actually Changed",
        "url": "https://comparedge.com/blog/claude-opus-48-benchmarks-what-changed",
        "published": "2026-05-28",
        "excerpt": "Anthropic released Claude Opus 4.8 today at the same price as 4.7. It leads on SWE-Bench Pro (69.2%), Humanity Last Exam"
      },
      {
        "title": "Beyond Pick the Cheapest: How We Built a Real LLM Cost Calculator",
        "url": "https://comparedge.com/blog/llm-api-pricing-calculator-how-to-stop-guessing-ai-costs",
        "published": "2026-05-28",
        "excerpt": "Most teams pick their LLM provider on gut feel and discover what it actually costs 30 days later. Here is how input/outp"
      },
      {
        "title": "The True Cost of SaaS Software: A Complete Total Cost of Ownership Guide",
        "url": "https://comparedge.com/blog/true-cost-saas-software-total-cost-ownership-guide",
        "published": "2026-05-19",
        "excerpt": "List price is the starting point, not the total. This guide breaks down all six components of SaaS total cost of ownersh"
      },
      {
        "title": "Choosing an LLM API for Production in 2026: Not Benchmarks",
        "url": "https://comparedge.com/blog/llm-api-production-2026-enterprise-evaluation",
        "published": "2026-05-15",
        "excerpt": "Full prompt migration between LLM providers costs $30K-80K. Here is the framework for evaluating LLM APIs on what actual"
      },
      {
        "title": "Cursor vs Windsurf vs Copilot: Real ROI for Engineering Teams",
        "url": "https://comparedge.com/blog/ai-coding-tools-2026-cursor-windsurf-copilot-roi",
        "published": "2026-05-15",
        "excerpt": "GitClear found 39% more code churn after AI coding tool adoption. We break down the RAG mechanics, real benchmark data, "
      },
      {
        "title": "Supply Chain Attacks 2026: XZ Utils Was Just the Start",
        "url": "https://comparedge.com/blog/supply-chain-attacks-2026-xz-utils-beginning",
        "published": "2026-05-15",
        "excerpt": "In 2024, XZ Utils backdoor was caught by accident - not a single security tool flagged it. In 2026, typosquatting, CI/CD"
      },
      {
        "title": "RaaS in 2026: Triple Extortion Killed Backup as Defense",
        "url": "https://comparedge.com/blog/raas-triple-extortion-2026",
        "published": "2026-05-15",
        "excerpt": "Ransomware-as-a-Service in 2026 runs on affiliate franchises with 70/30 revenue splits and constant tooling upgrades. Tr"
      },
      {
        "title": "How Transformer Models Actually Work",
        "url": "https://comparedge.com/blog/how-transformer-models-actually-work",
        "published": "2026-04-20",
        "excerpt": "Most explanations of transformers either oversimplify to the point of uselessness or drown you in matrix math. Here is a"
      }
    ]
  },
  "reports": [
    {
      "title": "SaaS Pricing Report 2026",
      "url": "https://comparedge.com/reports/saas-pricing-2026"
    },
    {
      "title": "AI API Cost Index 2026",
      "url": "https://comparedge.com/reports/ai-api-cost-index-2026"
    },
    {
      "title": "Security Pricing Report 2026",
      "url": "https://comparedge.com/reports/security-pricing-2026"
    }
  ],
  "open_data": {
    "url": "https://comparedge.com/open-data",
    "license": "CC-BY-4.0",
    "feeds": {
      "tools_json": "https://comparedge.com/llms-tools.json",
      "pricing_json": "https://comparedge.com/llms-pricing.json",
      "rss_feed": "https://comparedge.com/feed.xml"
    },
    "mcp_server": "npx @comparedge/mcp-server"
  },
  "contact": "admin@comparedge.com",
  "tools_directory": "https://comparedge.com/tools"
}