[
  {
    "record_id": "benchmarks-ai-seo-tools-surfer-2026-07",
    "citation_id": "TLX-BENCHMARKS-AI-SEO-TOOLS-SURFER-2026-07",
    "dataset_version": "2026-07",
    "last_checked": "2026-07-22",
    "last_updated": "2026-07-22",
    "status": "active",
    "tool_name": "Surfer",
    "category": "AI SEO",
    "official_url": "https://surferseo.com",
    "source_url": "https://surferseo.com/pricing/",
    "notes": "Benchmark scoring placeholder until full prompt test artifacts are uploaded.",
    "accuracy_score": 0,
    "usefulness_score": 0,
    "speed_score": 0,
    "price_value_score": 0,
    "ease_of_use_score": 0,
    "export_workflow_score": 0,
    "originality_score": 0,
    "final_score": 0,
    "test_summary": "Scheduled for first AI SEO benchmark run.",
    "source_accessed_at": "2026-07-22",
    "verification_method": "manual-review",
    "evidence_status": "needs-refresh",
    "data_quality": "medium",
    "confidence_notes": "Seed record prepared for public dataset launch; refresh before high-stakes procurement use."
  },
  {
    "record_id": "benchmarks-ai-seo-tools-frase-2026-07",
    "citation_id": "TLX-BENCHMARKS-AI-SEO-TOOLS-FRASE-2026-07",
    "dataset_version": "2026-07",
    "last_checked": "2026-07-22",
    "last_updated": "2026-07-22",
    "status": "active",
    "tool_name": "Frase",
    "category": "AI SEO",
    "official_url": "https://www.frase.io",
    "source_url": "https://www.frase.io/pricing/",
    "notes": "Benchmark scoring placeholder until full prompt test artifacts are uploaded.",
    "accuracy_score": 0,
    "usefulness_score": 0,
    "speed_score": 0,
    "price_value_score": 0,
    "ease_of_use_score": 0,
    "export_workflow_score": 0,
    "originality_score": 0,
    "final_score": 0,
    "test_summary": "Scheduled for first AI SEO benchmark run.",
    "source_accessed_at": "2026-07-22",
    "verification_method": "manual-review",
    "evidence_status": "needs-refresh",
    "data_quality": "medium",
    "confidence_notes": "Seed record prepared for public dataset launch; refresh before high-stakes procurement use."
  },
  {
    "record_id": "benchmarks-ai-seo-tools-clearscope-2026-07",
    "citation_id": "TLX-BENCHMARKS-AI-SEO-TOOLS-CLEARSCOPE-2026-07",
    "dataset_version": "2026-07",
    "last_checked": "2026-07-22",
    "last_updated": "2026-07-22",
    "status": "active",
    "tool_name": "Clearscope",
    "category": "AI SEO",
    "official_url": "https://www.clearscope.io",
    "source_url": "https://www.clearscope.io/pricing",
    "notes": "Benchmark scoring placeholder until full prompt test artifacts are uploaded.",
    "accuracy_score": 0,
    "usefulness_score": 0,
    "speed_score": 0,
    "price_value_score": 0,
    "ease_of_use_score": 0,
    "export_workflow_score": 0,
    "originality_score": 0,
    "final_score": 0,
    "test_summary": "Scheduled for first AI SEO benchmark run.",
    "source_accessed_at": "2026-07-22",
    "verification_method": "manual-review",
    "evidence_status": "needs-refresh",
    "data_quality": "medium",
    "confidence_notes": "Seed record prepared for public dataset launch; refresh before high-stakes procurement use."
  }
]