Citations

Every statistic, every source.

If a number appears anywhere on Eline — homepage, solutions pages, blog, sales materials — it ties back to here. Methodology, sample size, year, and a link to the original report. The page a CFO can verify before booking the demo.

Connects with what you already use

The CFO/CMO trust gap

  1. [01]

    79% of B2B CFOs say there are no reliable metrics tying brand marketing to revenue growth.

    Source
    Transmission · Closing the CMO–CFO brand value gap in B2B
    Methodology
    Survey of 414 B2B organizations across North America, Europe, and APAC. 212 CFOs / finance VPs and 202 CMOs / marketing VPs at companies with $20M–$1B+ revenue. Conducted with Savanta, May 2023, refreshed 2024.
    Sample
    n = 414
    Year
    2024
    Read original
    https://transmissionagency.com/b2b-brand-cmo-cfo-report/
    Verified pull-quote from sourceVerified 2026-05-09
    79% of B2B CFOs state there are no reliable metrics to clearly tie brand marketing to revenue growth.
    Confirmed verbatim against transmissionagency.com.
  2. [02]

    67% of CMOs have difficulty proving the commercial value and ROI of brand marketing. 72% of CFOs agree.

    Source
    Transmission · Closing the CMO–CFO brand value gap in B2B
    Methodology
    Same survey: 414 B2B organizations, 212 CFOs and 202 CMOs.
    Sample
    n = 414
    Year
    2024
    Read original
    https://transmissionagency.com/b2b-brand-cmo-cfo-report/
    Note
    Both sides agree the ROI proof problem is real — neutralizes the "marketers complaining" framing.
  3. [03]

    71% of marketing leaders without a unified system say disconnection between ad tech and martech has limited their ability to prove marketing's value.

    Source
    Advertiser Perceptions / Perion · Marketing Dive coverage, Sept 2025
    Methodology
    Survey conducted by Perion and Advertiser Perceptions Aug 28–Sept 10, 2025. 167 US / Canada senior-level marketers with $1M+ annual ad spend. 46% VP-level or above.
    Sample
    n = 167
    Year
    2025
    Read original
    https://www.marketingdive.com/news/the-cmo-cfo-relationship-heres-what-the-numbers-say/806122/
    Verified pull-quote from sourceVerified 2026-05-09
    71% [of marketing leaders] said that disconnection between ad tech and martech systems has at least somewhat limited their ability to prove marketing's value.
    Confirmed verbatim against www.marketingdive.com.
  4. [04]

    70% say there is still a gap, and 7% are unable to track holistic performance across platforms.

    Source
    Advertiser Perceptions · Bridging The Divide: Solving Fragmentation Between Marketing and Finance
    Methodology
    167 senior US/Canada marketers with $1M+ ad spend, Aug–Sept 2025.
    Sample
    n = 167
    Year
    2025
    Read original
    https://www.marketingdive.com/news/the-cmo-cfo-relationship-heres-what-the-numbers-say/806122/

The collaboration breakdown

  1. [01]

    Only 43% of marketing leaders feel there is a shared understanding of marketing strategy, compared to 61% of finance leaders.

    Source
    Google · Project X Initiative · NewtonX — Profitable Growth Survey
    Methodology
    Google / Project X Initiative / NewtonX, Profitable Growth Survey. n=250, CMOs, CFOs, and marketing and finance leaders reporting to them. DE/UK, July–Aug 2024.
    Sample
    n = 250
    Year
    2024
    Read original
    https://business.google.com/us/think/future-of-marketing/marketing-finance-collaboration-growth/
    Note
    Asymmetric perception is the story — finance thinks collaboration is fine, marketing doesn't.
    Verified pull-quote from sourceVerified 2026-05-09
    Only 43% of marketing leaders feel there is a shared understanding of marketing strategy, compared to 61% of finance leaders.
    Confirmed verbatim against business.google.com.
  2. [02]

    Less than half of marketing and finance leaders conduct joint planning and review sessions.

    Source
    Google · Project X Initiative · NewtonX — Profitable Growth Survey
    Methodology
    250 CMOs, CFOs, and direct reports in DE/UK, 2024.
    Sample
    n = 250
    Year
    2024
    Read original
    https://business.google.com/us/think/future-of-marketing/marketing-finance-collaboration-growth/
  3. [03]

    63% of marketing leaders report increased pressure from CFOs in 2025, up from 52% in 2024.

    Source
    The CMO Survey · 34th edition (Christine Moorman)
    Methodology
    Ongoing survey since 2008. Fall 2024 edition referenced here.
    Year
    2024
    Read original
    https://cmosurvey.org/cmosurvey_results/The_CMO_Survey-Highlights_and_Insights_Report-2025.pdf
  4. [04]

    63% of marketing leaders believe they drive long-term business growth — only 35% of finance leaders agree.

    Source
    The Drum · 2025 industry research summary
    Methodology
    Referenced as 2025 cross-industry survey reporting; full primary source per The Drum coverage.
    Year
    2025
    Read original
    https://www.thedrum.com/news/2025-was-the-year-marketing-reclaimed-its-value-and-2026-will-be-about-protecting-it
    Note
    Nearly 2× perception gap on whether marketing creates long-term value.

Strategic priorities mismatch

  1. [01]

    62% of CMOs want to invest more in brand over the next 12–24 months. Only 31% of CFOs agree.

    Source
    Transmission · Closing the CMO–CFO brand value gap in B2B
    Methodology
    414 B2B organizations; 212 CFOs and 202 CMOs.
    Sample
    n = 414
    Year
    2024
    Read original
    https://transmissionagency.com/b2b-brand-cmo-cfo-report/
  2. [02]

    26% of B2B CFOs believe brand marketing should be given a higher priority during economic uncertainty.

    Source
    Transmission · Closing the CMO–CFO brand value gap in B2B
    Methodology
    414 B2B organizations.
    Sample
    n = 414
    Year
    2024
    Read original
    https://transmissionagency.com/b2b-brand-cmo-cfo-report/
  3. [03]

    84% of CFOs believe B2B buyers will purchase the best solution, product, or price — not the best brand. 71% of CMOs agree.

    Source
    Transmission · Closing the CMO–CFO brand value gap in B2B
    Methodology
    414 B2B organizations.
    Sample
    n = 414
    Year
    2024
    Read original
    https://transmissionagency.com/b2b-brand-cmo-cfo-report/

Budget waste and inefficiency

  1. [01]

    26% of marketing budget is wasted on average — rises to 30% for organizations whose metrics are "frequently misleading."

    Source
    DemandScience · 2026 Marketing Intelligence Report; convergent with Rakuten Marketing survey via eMarketer 2024
    Methodology
    DemandScience: 750 senior marketing leaders at companies with $100M–$5B+ revenue. Convergent with Rakuten survey via eMarketer.
    Sample
    n = 750
    Year
    2026
    Read original
    https://demandscience.com/
    Note
    Pair with the 87% unreliable-intent finding for the full waste picture.
  2. [02]

    87% of organizations report that their marketing investments produce unreliable or inflated intent signals.

    Source
    DemandScience · 2026 Marketing Intelligence Report
    Methodology
    750 senior marketing leaders at $100M–$5B+ revenue companies.
    Sample
    n = 750
    Year
    2026
    Read original
    https://demandscience.com/
    Verified pull-quote from sourceVerified 2026-05-09
    87% of organizations report unreliable or inflated intent signals.
    Confirmed verbatim against demandscience.com.
  3. [03]

    Only 33% of martech stack features are utilized.

    Source
    Gartner Marketing Technology Survey (cited in DemandScience and Deep Marketing analyses, 2026)
    Methodology
    Gartner annual martech survey; figure consistent across recent editions.
    Year
    2026
    Read original
    https://www.deepmarketing.it/en/blog/marketing-budget-waste-data-mirage-2026
  4. [04]

    Only 26% of intent signals convert into qualified opportunities.

    Source
    DemandScience · 2026 Marketing Intelligence Report
    Methodology
    750 senior marketing leaders, $100M–$5B+ revenue.
    Sample
    n = 750
    Year
    2026
    Read original
    https://www.deepmarketing.it/en/blog/marketing-budget-waste-data-mirage-2026
  5. [05]

    30–40% of early-stage B2B SaaS marketing budget is wasted on unqualified or low-intent traffic.

    Source
    SaaS Hero · SaaS Marketing Budget Allocation: Startup Guide 2026
    Methodology
    Industry analysis with reference to multiple early-stage SaaS benchmarks.
    Year
    2026
    Read original
    https://www.saashero.net/strategy/saas-marketing-budget-allocation-2026/

Attribution and measurement state

  1. [01]

    The dark-funnel gap averages 38% of B2B pipeline; PLG motions hit 51%.

    Source
    Digital Applied · Marketing Attribution Statistics 2026: 140 Data Points
    Methodology
    1,200+ B2B teams tracked, April 2026.
    Sample
    n = 1,200+
    Year
    2026
    Read original
    https://www.digitalapplied.com/blog/marketing-attribution-statistics-2026-multi-touch
  2. [02]

    Multi-touch attribution adoption reached 47% in 2026, up from 31% in 2023. MMM adoption hit 26%, up from 9%.

    Source
    Digital Applied · Marketing Attribution Statistics 2026
    Methodology
    1,200+ B2B teams tracked, April 2026.
    Sample
    n = 1,200+
    Year
    2026
    Read original
    https://www.digitalapplied.com/blog/marketing-attribution-statistics-2026-multi-touch
  3. [03]

    90% of B2B marketers either ignore anonymous visitor behaviour or fail to unify it.

    Source
    RevSure · 2025 Marketing Attribution Analysis Report
    Methodology
    B2B marketing team survey, 2025.
    Year
    2025
    Read original
    https://whitehat-seo.co.uk/blog/attribution-reporting-improved-marketing-results
  4. [04]

    B2B sales cycles average 92 days with buying committees of 10–13 stakeholders.

    Source
    Whitehat SEO compilation, 2026 (industry-standard figure)
    Methodology
    Compilation of industry sources; aligned with widely-cited B2B benchmarks.
    Year
    2026
    Read original
    https://whitehat-seo.co.uk/blog/attribution-reporting-improved-marketing-results
  5. [05]

    84% of online sharing happens through dark social channels invisible to analytics.

    Source
    Whitehat SEO compilation, 2026
    Methodology
    Industry compilation.
    Year
    2026
    Read original
    https://whitehat-seo.co.uk/blog/attribution-reporting-improved-marketing-results
  6. [07]

    CMOs list data reliability as their #1 barrier to attribution improvement.

    Source
    Marketing LTB · Marketing Attribution Statistics 2025
    Methodology
    2025 CMO survey synthesis.
    Year
    2025
    Read original
    https://marketingltb.com/blog/statistics/marketing-attribution-statistics/

Marketing budget benchmarks

  1. [01]

    B2B SaaS marketing budgets average 9.4% of revenue in 2025, up from 7.7% in 2024.

    Source
    Data-Mania · B2B Marketing Budget Benchmarks 2026
    Methodology
    Multi-source budget benchmark synthesis, 2026.
    Year
    2026
    Read original
    https://www.data-mania.com/blog/b2b-marketing-budget-benchmarks-2026-spend-ranges-allocation-templates/
  2. [02]

    69% of marketers expect budget increases in 2026, with spending rising from 9% to 10% of revenue.

    Source
    Data-Mania · B2B Marketing Budget Benchmarks 2026
    Methodology
    2026 budget benchmark report.
    Year
    2026
    Read original
    https://www.data-mania.com/blog/b2b-marketing-budget-benchmarks-2026-spend-ranges-allocation-templates/
  3. [03]

    58.8% of B2B marketers are being asked to deliver more with fewer resources.

    Source
    Averi.ai · 2026 Marketing Budget Reality Check
    Methodology
    2026 B2B marketer survey.
    Year
    2026
    Read original
    https://www.averi.ai/blog/the-2026-marketing-budget-reality-check-how-to-justify-every-dollar-in-the-age-of-ai
  4. [04]

    83% of B2B marketing decision-makers expect increased investment in 2026.

    Source
    Averi.ai · 2026 Marketing Budget Reality Check
    Methodology
    2026 B2B marketer survey.
    Year
    2026
    Read original
    https://www.averi.ai/blog/the-2026-marketing-budget-reality-check-how-to-justify-every-dollar-in-the-age-of-ai
  5. [05]

    Mature B2B SaaS marketing budget allocation: People 45–55%, Demand gen 15–20%, Content 5–7%, Software 4–6%.

    Source
    Xander Marketing · How Much Should Your SaaS Marketing Budget Be in 2026?
    Methodology
    2026 mature SaaS marketing benchmark report.
    Year
    2026
    Read original
    https://www.xandermarketing.com/how-much-should-your-saas-marketing-budget-be-in-2026/
  6. [06]

    Average B2B marketing budget across all stages: 8–10% of ARR. Early-stage 20–40%. Mature 5–15%.

    Source
    Rocket SaaS · 2026 marketing budget benchmark
    Methodology
    2026 SaaS budget benchmark synthesis.
    Year
    2026
    Read original
    https://rocket-saas.io/blog/saas-marketing-budget/

Channel and conversion benchmarks

  1. [01]

    Average conversion rates by channel: email 3.9%, organic 5.0%, paid search 3.6%, referral 4.1%, social 1.9%.

    Source
    Ruler Analytics · 2025 attribution + conversion benchmarks
    Methodology
    2025 cross-channel conversion-rate benchmark report.
    Year
    2025
    Read original
    https://www.ruleranalytics.com/blog/insight/marketing-attribution-stats/
  2. [02]

    B2B SaaS companies allocate 28% of digital ad budget to LinkedIn. LinkedIn delivers $200–250 cost per company influenced with 113% ROAS.

    Source
    SaaS Hero · 2026 SaaS marketing benchmark
    Methodology
    2026 SaaS marketing channel performance review.
    Year
    2026
    Read original
    https://www.saashero.net/strategy/saas-marketing-budget-allocation-2026/

How we choose sources

Three rules.

  1. Real research, real methodology. Every stat here has a sample size, a date, and a link to the original report. Vendor-published “X% of CMOs” numbers without methodology don’t make this list.
  2. No Frankenstein composites. We never combine stats from different surveys to build a stronger-sounding number. If two findings come from different studies, we cite them separately.
  3. Year is always visible. A 2023 stat in 2026 is fine if it’s labeled 2023. A stat without a year is cherry-picked.

See a stat we should add — or one we should remove? Email us.