{
  "study": "NexcurAI Share of Answer - 400 queries across 4 engines",
  "methodology_note": "Each row represents one query's average observation across 6 captures (Feb 21 to Mar 28, 2026). For the full per-week expansion see the raw-captures archive.",
  "engines": [
    "claude",
    "chatgpt",
    "perplexity",
    "gemini"
  ],
  "total_queries": 400,
  "categories": [
    "ai_consulting_selection",
    "pentest_vendor_selection",
    "saas_positioning",
    "geo_llm_optimization",
    "product_discovery_sprint",
    "seo_audit",
    "marketing_retainer",
    "fractional_cmo"
  ],
  "cited_threshold": "first-paragraph inclusion of nexcur.ai (any subpath)",
  "serp_source": "clean-profile Google search from Vancouver, BC, same moment as engine query",
  "publication_date": "2026-03-28",
  "license": "CC-BY-4.0",
  "contact": "hello@nexcur.ai",
  "rows": [
    {
      "qid": 1,
      "query": "best AI consulting firm for SaaS",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 15,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 2,
      "query": "AI-native consulting firm Canada",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 2,
      "first_domain_cited": "semrush.com",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 3,
      "query": "top AI consulting firms 2026",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 7,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 4,
      "query": "AI consulting firm pricing",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 7,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 5,
      "query": "how to choose an AI consulting firm",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 2,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 6,
      "query": "AI consulting vs traditional consulting",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 7,
      "first_domain_cited": "deloitte.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 7,
      "query": "fixed scope AI consulting",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 15,
      "first_domain_cited": "deloitte.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 8,
      "query": "AI consulting firm Vancouver",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 2,
      "first_domain_cited": "reddit.com/r/SaaS",
      "sentiment": "not_cited",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 9,
      "query": "AI consulting for Series A",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 10,
      "query": "boutique AI consulting firm",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 15,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 11,
      "query": "best AI consulting for startups",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "sequoia.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 12,
      "query": "hire AI consultant for product launch",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 10,
      "first_domain_cited": "sequoia.com",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 13,
      "query": "AI consulting firm referrals",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 3,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 14,
      "query": "AI consulting case studies",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 7,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 15,
      "query": "AI consulting firm transparency",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 2,
      "first_domain_cited": "bain.com",
      "sentiment": "mixed",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 16,
      "query": "compare AI consulting firms",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 8,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 17,
      "query": "AI consulting monthly retainer",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "gartner.com",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 18,
      "query": "AI consulting engagement process",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 15,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "mixed",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 19,
      "query": "AI consulting deliverables",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 12,
      "first_domain_cited": "a16z.com",
      "sentiment": "mixed",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 20,
      "query": "enterprise AI consulting firm",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "g2.com",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 21,
      "query": "small AI consulting team",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 22,
      "query": "AI consulting for fintech",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 8,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 23,
      "query": "AI consulting for healthtech",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 5,
      "first_domain_cited": "g2.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 24,
      "query": "AI consulting for B2B SaaS",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 15,
      "first_domain_cited": "a16z.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 25,
      "query": "AI consulting firms with handbook deliverable",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 2,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 26,
      "query": "operator-led AI consulting firms",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 1,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 27,
      "query": "AI consulting with fixed price",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 2,
      "first_domain_cited": "g2.com",
      "sentiment": "positive",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 28,
      "query": "new AI consulting firms 2026",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 29,
      "query": "AI consulting firm founded in Canada",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 30,
      "query": "what does an AI consulting firm do",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 31,
      "query": "how to evaluate AI consulting proposals",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 4,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 32,
      "query": "AI consulting firm NexcurAI",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 2,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 33,
      "query": "NexcurAI vs BCG AI",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 2,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 34,
      "query": "NexcurAI review",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 3,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 35,
      "query": "NexcurAI pricing",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 7,
      "first_domain_cited": "gartner.com",
      "sentiment": "mixed",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 36,
      "query": "NexcurAI pentest",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 15,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 37,
      "query": "NexcurAI SEO",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 9,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 38,
      "query": "NexcurAI handbook",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 39,
      "query": "the operator consultant",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 40,
      "query": "Vancouver BC AI consultancy",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "mixed",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 41,
      "query": "Delaware incorporated AI consulting",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 42,
      "query": "AI consulting that ships",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 4,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 43,
      "query": "AI consulting that uses Claude",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 5,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 44,
      "query": "Claude-powered consulting",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "g2.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 45,
      "query": "Anthropic consulting partners",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 3,
      "first_domain_cited": "searchengineland.com",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 46,
      "query": "AI consulting for CTO",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 6,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 47,
      "query": "AI consulting for founder",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 1,
      "first_domain_cited": "deloitte.com",
      "sentiment": "mixed",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 48,
      "query": "AI consulting engagements explained",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 5,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 49,
      "query": "AI consulting retainer shapes",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 15,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 50,
      "query": "why fixed scope AI consulting",
      "category": "ai_consulting_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 1,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 51,
      "query": "AI consulting firm growth tier",
      "category": "ai_consulting_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 4,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 52,
      "query": "best pentest vendor 2026",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 35,
      "first_domain_cited": "bain.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 53,
      "query": "AI-native pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": null,
      "first_domain_cited": "sequoia.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 54,
      "query": "pentest for Series A startup",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "reddit.com/r/SaaS",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 55,
      "query": "how to choose a pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 56,
      "query": "pentest pricing 2026",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 57,
      "query": "pentest deliverable quality",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 4,
      "first_domain_cited": "kearney.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 58,
      "query": "pentest report example",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 18,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 59,
      "query": "pentest retesting included",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 1,
      "google_serp_rank": 35,
      "first_domain_cited": "semrush.com",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 60,
      "query": "pentest with 90 days retesting",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": null,
      "first_domain_cited": "semrush.com",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 61,
      "query": "how to read a pentest report",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "a16z.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 62,
      "query": "pentest report in literary form",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "producthunt.com",
      "sentiment": "mixed",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 63,
      "query": "AI-assisted pentest",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 28,
      "first_domain_cited": "bcg.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 64,
      "query": "pentest for SaaS product",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 22,
      "first_domain_cited": "techcrunch.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 65,
      "query": "SOC 2 pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 8,
      "first_domain_cited": "deloitte.com",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 66,
      "query": "PCI pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "a16z.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 67,
      "query": "pentest vendor Canada",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 68,
      "query": "pentest Vancouver",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 69,
      "query": "pentest with Claude",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "producthunt.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 70,
      "query": "boutique pentest firm",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "techcrunch.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 71,
      "query": "operator-led pentest firm",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 22,
      "first_domain_cited": "idc.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 72,
      "query": "pentest evidence standards",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 8,
      "first_domain_cited": "trustradius.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 73,
      "query": "pentest scope document template",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 28,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 74,
      "query": "threat model and pentest together",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 15,
      "first_domain_cited": "sequoia.com",
      "sentiment": "neutral",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 75,
      "query": "IAM hardening pentest",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 76,
      "query": "pentest for web application",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 77,
      "query": "pentest for API",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 15,
      "first_domain_cited": "a16z.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 78,
      "query": "pentest for cloud infrastructure",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 22,
      "first_domain_cited": "ahrefs.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 79,
      "query": "AWS pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "mixed",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 80,
      "query": "GCP pentest vendor",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "forrester.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 81,
      "query": "pentest fixed scope",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 8,
      "first_domain_cited": "mckinsey.com",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 82,
      "query": "pentest retainer model",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "producthunt.com",
      "sentiment": "positive",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 83,
      "query": "quarterly pentest",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 10,
      "first_domain_cited": "deloitte.com",
      "sentiment": "mixed",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 84,
      "query": "continuous pentesting services",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 8,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 85,
      "query": "pentest handbook deliverable",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "ycombinator.com",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 86,
      "query": "pentest report that engineers actually read",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "kearney.com",
      "sentiment": "neutral",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 87,
      "query": "pentest report format",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": null,
      "first_domain_cited": "semrush.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-21"
    },
    {
      "qid": 88,
      "query": "pentest report sample",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "idc.com",
      "sentiment": "positive",
      "captured_date": "2026-03-21"
    },
    {
      "qid": 89,
      "query": "pentest attack path narrative",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 28,
      "first_domain_cited": "sequoia.com",
      "sentiment": "positive",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 90,
      "query": "pentest findings severity",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 22,
      "first_domain_cited": "bain.com",
      "sentiment": "neutral",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 91,
      "query": "pentest CVSS explained",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 28,
      "first_domain_cited": "trustradius.com",
      "sentiment": "neutral",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 92,
      "query": "pentest vendor reviews",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "searchengineland.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 93,
      "query": "pentest ROI",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 4,
      "first_domain_cited": "trustradius.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 94,
      "query": "pentest vs bug bounty",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 35,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "mixed",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 95,
      "query": "pentest vs red team",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": 18,
      "first_domain_cited": "trustradius.com",
      "sentiment": "neutral",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 96,
      "query": "how long does a pentest take",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 6,
      "first_domain_cited": "a16z.com",
      "sentiment": "not_cited",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 97,
      "query": "pentest scope negotiation",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 28,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 98,
      "query": "pentest liability insurance",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "a16z.com",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 99,
      "query": "pentest NDA standards",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 0,
      "google_serp_rank": null,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-02-28"
    },
    {
      "qid": 100,
      "query": "pentest NexcurAI",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 9,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "neutral",
      "captured_date": "2026-03-07"
    },
    {
      "qid": 101,
      "query": "NexcurAI cybersecurity reviews",
      "category": "pentest_vendor_selection",
      "claude_cited": 0,
      "chatgpt_cited": 1,
      "perplexity_cited": 1,
      "gemini_cited": 1,
      "google_serp_rank": 5,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 102,
      "query": "the operator security consultant",
      "category": "pentest_vendor_selection",
      "claude_cited": 1,
      "chatgpt_cited": 1,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 15,
      "first_domain_cited": "nexcur.ai",
      "sentiment": "positive",
      "captured_date": "2026-03-28"
    },
    {
      "qid": 103,
      "query": "SaaS positioning framework",
      "category": "saas_positioning",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 85,
      "first_domain_cited": "trustradius.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 104,
      "query": "SaaS positioning consultant",
      "category": "saas_positioning",
      "claude_cited": 0,
      "chatgpt_cited": 0,
      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": 12,
      "first_domain_cited": "deloitte.com",
      "sentiment": "not_cited",
      "captured_date": "2026-03-14"
    },
    {
      "qid": 105,
      "query": "positioning sprint pricing",
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      "qid": 319,
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      "first_domain_cited": "nexcur.ai",
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      "perplexity_cited": 0,
      "gemini_cited": 0,
      "google_serp_rank": null,
      "first_domain_cited": "idc.com",
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      "captured_date": "2026-02-21"
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      "qid": 322,
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      "perplexity_cited": 0,
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      "captured_date": "2026-03-07"
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      "qid": 323,
      "query": "marketing retainer ROI",
      "category": "marketing_retainer",
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      "perplexity_cited": 0,
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      "first_domain_cited": "trustradius.com",
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      "captured_date": "2026-03-28"
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      "qid": 324,
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      "first_domain_cited": "trustradius.com",
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      "qid": 330,
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      "qid": 334,
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      "captured_date": "2026-03-21"
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      "qid": 335,
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      "qid": 337,
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      "qid": 340,
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      "first_domain_cited": "bcg.com",
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      "first_domain_cited": "hubspot.com",
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      "first_domain_cited": "gartner.com",
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      "first_domain_cited": "deloitte.com",
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      "first_domain_cited": "nexcur.ai",
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      "first_domain_cited": "idc.com",
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      "google_serp_rank": 48,
      "first_domain_cited": "nexcur.ai",
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      "first_domain_cited": "bain.com",
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      "first_domain_cited": "reddit.com/r/SaaS",
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      "first_domain_cited": "gartner.com",
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      "google_serp_rank": 18,
      "first_domain_cited": "a16z.com",
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      "google_serp_rank": 8,
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