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      "claim": "First Page Sage reports a 1.1% average website conversion rate for software development.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/b2b-conversion-rates-by-industry-fc/",
      "source_title": "B2B Conversion Rates By Industry – 2026",
      "source_section": "B2B Conversion Rate by Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client data across 25 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample of all B2B websites. Conversion means a unique website visitor completing the company-defined conversion action.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-007",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "website_conversion",
      "figure": "2.7%",
      "claim": "First Page Sage reports a 2.7% average website conversion rate for real estate.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/b2b-conversion-rates-by-industry-fc/",
      "source_title": "B2B Conversion Rates By Industry – 2026",
      "source_section": "B2B Conversion Rate by Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client data across 25 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample of all B2B websites. Conversion means a unique website visitor completing the company-defined conversion action.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-008",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$205",
      "claim": "First Page Sage reports a $205 organic CAC for B2B SaaS in its client benchmark.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-009",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$341",
      "claim": "First Page Sage reports a $341 inorganic CAC for B2B SaaS in its client benchmark.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-010",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$239",
      "claim": "First Page Sage reports a $239 combined average CAC for B2B SaaS, using its stated 75% organic and 25% inorganic weighting.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-011",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$533",
      "claim": "First Page Sage reports a $533 combined average CAC for business consulting.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-012",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$784",
      "claim": "First Page Sage reports a $784 combined average CAC for financial services.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-013",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$454",
      "claim": "First Page Sage reports a $454 combined average CAC for IT and managed services.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-014",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$723",
      "claim": "First Page Sage reports a $723 combined average CAC for manufacturing.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-015",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$720",
      "claim": "First Page Sage reports a $720 combined average CAC for software development.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-016",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "customer_acquisition_cost",
      "figure": "$410 / $901",
      "claim": "First Page Sage reports organic CAC of $410 and inorganic CAC of $901 for business consulting.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/average-customer-acquisition-cost-cac-by-industry-b2b-edition-fc/",
      "source_title": "Average Customer Acquisition Cost (CAC) By Industry: B2B Edition",
      "source_section": "Average Customer Acquisition Cost (CAC) By Industry",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "client analytics benchmark",
      "population": "First Page Sage client analytics across 29 B2B industries; public page does not state company count",
      "geography": "primarily United States B2B clients; public page does not provide a geography table",
      "period": "client data gathered January 2022 through August 2025",
      "caveat": "Agency client data is not a probability sample. Organic CAC is SEO-heavy, inorganic CAC is PPC/SEM-heavy, and combined CAC is weighted 75% organic and 25% inorganic.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-017",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "748% over 36 months",
      "claim": "First Page Sage reports a 748% average ROI for thought-leadership-based SEO campaigns over a 36-month period.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/actionable-seo-statistics/",
      "source_title": "Actionable SEO Statistics for 2025",
      "source_section": "SEO Statistics and Benchmarks",
      "source_quality": "vendor_benchmark",
      "evidence_type": "agency benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count",
      "geography": "not stated on the public page",
      "period": "three-year / 36-month campaign horizon reported in the 2025 edition",
      "caveat": "Vendor-reported result from an SEO agency client base. It is not a market-wide expected return and does not guarantee an individual campaign outcome.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-018",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "702% ROI; 7 months",
      "claim": "First Page Sage reports a three-year average SEO ROI of 702% and a seven-month break-even time for B2B SaaS.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/seo-roi-statistics-fc/",
      "source_title": "SEO ROI Statistics 2026",
      "source_section": "SEO ROI by Industry (3-Year Average)",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "agency client benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count by industry",
      "geography": "primarily United States clients; public page does not provide a geography table",
      "period": "three-year campaign averages in the 2026 report",
      "caveat": "Vendor client data from an SEO agency. Campaign cost assumes roughly $120,000 per year in agency fees plus a share of client-side labor; results are not universal.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-019",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "1,031% ROI; 9 months",
      "claim": "First Page Sage reports a three-year average SEO ROI of 1,031% and a nine-month break-even time for financial services.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/seo-roi-statistics-fc/",
      "source_title": "SEO ROI Statistics 2026",
      "source_section": "SEO ROI by Industry (3-Year Average)",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "agency client benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count by industry",
      "geography": "primarily United States clients; public page does not provide a geography table",
      "period": "three-year campaign averages in the 2026 report",
      "caveat": "Vendor client data from an SEO agency. Campaign cost assumes roughly $120,000 per year in agency fees plus a share of client-side labor; results are not universal.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-020",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "813% ROI; 9 months",
      "claim": "First Page Sage reports a three-year average SEO ROI of 813% and a nine-month break-even time for manufacturing.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/seo-roi-statistics-fc/",
      "source_title": "SEO ROI Statistics 2026",
      "source_section": "SEO ROI by Industry (3-Year Average)",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "agency client benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count by industry",
      "geography": "primarily United States clients; public page does not provide a geography table",
      "period": "three-year campaign averages in the 2026 report",
      "caveat": "Vendor client data from an SEO agency. Campaign cost assumes roughly $120,000 per year in agency fees plus a share of client-side labor; results are not universal.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-021",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "612% ROI; 10 months",
      "claim": "First Page Sage reports a three-year average SEO ROI of 612% and a ten-month break-even time for IT staffing.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/seo-roi-statistics-fc/",
      "source_title": "SEO ROI Statistics 2026",
      "source_section": "SEO ROI by Industry (3-Year Average)",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "agency client benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count by industry",
      "geography": "primarily United States clients; public page does not provide a geography table",
      "period": "three-year campaign averages in the 2026 report",
      "caveat": "Vendor client data from an SEO agency. Campaign cost assumes roughly $120,000 per year in agency fees plus a share of client-side labor; results are not universal.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-022",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "seo_roi",
      "figure": "526% ROI; 14 months",
      "claim": "First Page Sage reports a three-year average SEO ROI of 526% and a fourteen-month break-even time for legal services.",
      "source_domain": "firstpagesage.com",
      "source_url": "https://firstpagesage.com/reports/seo-roi-statistics-fc/",
      "source_title": "SEO ROI Statistics 2026",
      "source_section": "SEO ROI by Industry (3-Year Average)",
      "source_quality": "first_party_client_benchmark",
      "evidence_type": "agency client benchmark",
      "population": "First Page Sage thought-leadership SEO campaigns; public page does not state campaign count by industry",
      "geography": "primarily United States clients; public page does not provide a geography table",
      "period": "three-year campaign averages in the 2026 report",
      "caveat": "Vendor client data from an SEO agency. Campaign cost assumes roughly $120,000 per year in agency fees plus a share of client-side labor; results are not universal.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-023",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "31.35%",
      "claim": "Mailchimp reports a 31.35% average open rate for its Business + Finance category.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-024",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "2.78%",
      "claim": "Mailchimp reports a 2.78% average click rate for its Business + Finance category.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-025",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "0.15%",
      "claim": "Mailchimp reports a 0.15% unsubscribe rate for its Business + Finance category.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-026",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "35.63%",
      "claim": "Mailchimp reports a 35.63% average open rate across all users in its benchmark table.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-027",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "2.62%",
      "claim": "Mailchimp reports a 2.62% average click rate across all users in its benchmark table.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-028",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "email_engagement",
      "figure": "0.22%",
      "claim": "Mailchimp reports a 0.22% unsubscribe rate across all users in its benchmark table.",
      "source_domain": "mailchimp.com",
      "source_url": "https://mailchimp.com/resources/email-marketing-benchmarks/",
      "source_title": "Email Marketing Benchmarks & Industry Statistics",
      "source_section": "See how your industry compares",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "platform telemetry",
      "population": "Mailchimp campaigns included in its benchmark dataset; public page does not state campaign or account count",
      "geography": "not stated on the public page",
      "period": "current public benchmark page verified July 10, 2026; measurement window not stated",
      "caveat": "Mailchimp customer telemetry is not a probability sample. Business + Finance is a category proxy, not all B2B. Open rates are affected by privacy-related image prefetching and are not directly comparable across platforms.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-029",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "37%",
      "claim": "In the HBR audit, 37% of 2,241 U.S. companies responded to a web-generated test lead within one hour.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-030",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "16%",
      "claim": "In the HBR audit, 16% of companies responded between one and 24 hours after the test lead.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-031",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "24%",
      "claim": "In the HBR audit, 24% of companies took more than 24 hours to respond.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-032",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "23%",
      "claim": "In the HBR audit, 23% of companies never responded to the web-generated test lead.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-033",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "42 hours",
      "claim": "Among audited companies that responded within 30 days, the average response time was 42 hours.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-034",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "nearly 7×",
      "claim": "Companies attempting contact within one hour were nearly seven times as likely to qualify a lead as companies attempting contact even one hour later.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-035",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "lead_response",
      "figure": "more than 60×",
      "claim": "Companies attempting contact within one hour were more than 60 times as likely to qualify a lead as companies waiting 24 hours or longer.",
      "source_domain": "hbr.org",
      "source_url": "https://hbr.org/2011/03/the-short-life-of-online-sales-leads",
      "source_title": "The Short Life of Online Sales Leads",
      "source_section": "Lead-response audit and qualification study",
      "source_quality": "primary_research",
      "evidence_type": "company audit and lead-level observational study",
      "population": "audit of 2,241 U.S. companies plus 1.25 million leads from 29 B2C and 13 B2B companies",
      "geography": "United States",
      "period": "published March 2011; underlying study period not stated on the public article",
      "caveat": "The study is older and combines B2B with B2C companies. It supports response-speed direction and the reported comparisons, not a universal 2026 conversion guarantee.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-036",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "saas_acquisition_efficiency",
      "figure": "$2.00",
      "claim": "Benchmarkit reports that the median New Customer CAC Ratio rose 14% in 2024 to $2.00 of sales and marketing expense per $1.00 of new-customer ARR.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "73 private SaaS company responses for the New Customer CAC Ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-037",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "18 months; IQR 12–24",
      "claim": "Benchmarkit reports a 2024 median CAC payback period of 18 months, with the 25th percentile at 12 months and the 75th percentile at 24 months.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-038",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "8 months; IQR 5–10",
      "claim": "For SaaS products below $1,000 ACV, Benchmarkit reports an eight-month median CAC payback period, with a 5–10 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-039",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "8 months; IQR 6–12",
      "claim": "For $1,000–$5,000 ACV, Benchmarkit reports an eight-month median CAC payback period, with a 6–12 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-040",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "14 months; IQR 13–18",
      "claim": "For $5,000–$10,000 ACV, Benchmarkit reports a fourteen-month median CAC payback period, with a 13–18 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-041",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "18 months; IQR 15–22",
      "claim": "For $10,000–$25,000 ACV, Benchmarkit reports an eighteen-month median CAC payback period, with a 15–22 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-042",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "22 months; IQR 13–26",
      "claim": "For $25,000–$50,000 ACV, Benchmarkit reports a twenty-two-month median CAC payback period, with a 13–26 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-043",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "24 months; IQR 16–33",
      "claim": "For $50,000–$100,000 ACV, Benchmarkit reports a twenty-four-month median CAC payback period, with a 16–33 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-044",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "24 months; IQR 20–37",
      "claim": "For $100,000–$250,000 ACV, Benchmarkit reports a twenty-four-month median CAC payback period, with a 20–37 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-045",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "cac_payback",
      "figure": "18 months; IQR 18–23",
      "claim": "For SaaS products above $250,000 ACV, Benchmarkit reports an eighteen-month median CAC payback period, with an 18–23 month interquartile range.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "148 private SaaS company responses for CAC payback period",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-046",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "ltv_cac",
      "figure": "5.0",
      "claim": "For private SaaS companies below $1 million ARR, Benchmarkit reports a median CLTV:CAC ratio of 5.0.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "101 private SaaS company responses for CLTV:CAC ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-047",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "ltv_cac",
      "figure": "3.3",
      "claim": "For private SaaS companies at $1–$5 million ARR, Benchmarkit reports a median CLTV:CAC ratio of 3.3.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "101 private SaaS company responses for CLTV:CAC ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-048",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "ltv_cac",
      "figure": "4.0",
      "claim": "For private SaaS companies at $5–$20 million ARR, Benchmarkit reports a median CLTV:CAC ratio of 4.0.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "101 private SaaS company responses for CLTV:CAC ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-049",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "ltv_cac",
      "figure": "3.3",
      "claim": "For private SaaS companies at $20–$50 million ARR, Benchmarkit reports a median CLTV:CAC ratio of 3.3.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "101 private SaaS company responses for CLTV:CAC ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "B2B-050",
      "slug": "b2b-marketing-benchmarks-2026",
      "metric_category": "ltv_cac",
      "figure": "2.9",
      "claim": "For private SaaS companies at $50–$100 million ARR, Benchmarkit reports a median CLTV:CAC ratio of 2.9.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Customer Acquisition Efficiency",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "101 private SaaS company responses for CLTV:CAC ratio",
      "geography": "multiple company regions; metric charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics; its glossary says the survey was open February–March 2024, creating an internal chronology conflict",
      "caveat": "Private SaaS survey with metric-specific sample sizes. Medians vary materially by ARR and ACV; do not collapse segment medians into one universal LTV:CAC or payback target. The report’s survey-date line is internally inconsistent with its request for full CY-24 data.",
      "audited_at": "2026-07-10"
    }
  ]
}
