Citations

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Eline is your AI marketing manager — and every number it puts in front of you can be checked. If a statistic appears anywhere on Eline, it traces back to a primary source on this page: sample size, year, methodology, and a link to the original report.

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Why this page exists

Marketing runs on confident-sounding numbers. Most of them have no methodology behind them. We publish ours so you can judge the claim, not just the headline — and so a number we cite can never quietly drift from what its source actually said.

35Statistics cited
19Primary sources

AI productivity in marketing

4 sources
  1. [01]2025

    The average marketer spends ~4 hours per day on manual, repetitive tasks. AI tools reduce that to under 1.5 hours daily.

    Source
    HubSpot · 2025 State of Marketing Report
    Methodology
    Survey of 1,400+ global marketers across B2B and B2C. Published 2025.
    Note
    AI saves 2.5 hours/day per marketer — equivalent to 312 working hours/year per person.
    Read the original at hubspot.com
  2. [02]2025

    Marketers using generative AI save more than 5 hours per week on content creation. A 1,500-word blog dropped from 8–10 hours to under 2 hours of production time.

    Source
    Sopro · 75 AI Sales and Marketing Statistics 2025; McKinsey GenAI productivity analysis
    Methodology
    Aggregated from multiple 2024–2025 surveys of B2B marketing practitioners.
    Note
    5h/week × 48 working weeks = 240 hours/year saved per content marketer.
    Read the original at sopro.io
  3. [03]2025

    GenAI can boost marketing productivity by 5–15%. For a $400K team, that is the output equivalent of adding a full FTE for free.

    Source
    McKinsey & Company · The state of AI in 2025: Agents, innovation, and transformation
    Methodology
    Annual McKinsey State of AI survey across functions and industries.
    Read the original at mckinsey.com
  4. [04]2025

    86% of marketers say AI saves them at least 1 hour per day by streamlining creative tasks.

    Source
    Sopro · 75 statistics about AI in B2B sales and marketing
    Methodology
    Aggregated from multiple 2024–2025 B2B marketing practitioner surveys.
    Read the original at sopro.io

The CFO/CMO trust gap

4 sources
  1. [01]2024

    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
    Verified verbatim2026-05-09
    79% of B2B CFOs state there are no reliable metrics to clearly tie brand marketing to revenue growth.
    Read the original at transmissionagency.com
  2. [02]2024

    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
    Note
    Both sides agree the ROI proof problem is real — neutralizes the "marketers complaining" framing.
    Read the original at transmissionagency.com
  3. [03]2025

    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
    Verified verbatim2026-05-09
    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.
    Read the original at marketingdive.com
  4. [04]2025

    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
    Read the original at marketingdive.com

The collaboration breakdown

4 sources
  1. [01]2024

    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
    Note
    Asymmetric perception is the story — finance thinks collaboration is fine, marketing doesn't.
    Verified verbatim2026-05-09
    Only 43% of marketing leaders feel there is a shared understanding of marketing strategy, compared to 61% of finance leaders.
    Read the original at business.google.com
  2. [02]2024

    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
    Read the original at business.google.com
  3. [03]2024

    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.
    Read the original at cmosurvey.org
  4. [04]2025

    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.
    Note
    Nearly 2× perception gap on whether marketing creates long-term value.
    Read the original at thedrum.com

Strategic priorities mismatch

3 sources
  1. [01]2024

    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
    Read the original at transmissionagency.com
  2. [02]2024

    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
    Read the original at transmissionagency.com
  3. [03]2024

    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
    Read the original at transmissionagency.com

Budget waste and inefficiency

5 sources
  1. [01]2026

    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
    Note
    Pair with the 87% unreliable-intent finding for the full waste picture.
    Read the original at demandscience.com
  2. [02]2026

    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
    Verified verbatim2026-05-09
    87% of organizations report unreliable or inflated intent signals.
    Read the original at demandscience.com
  3. [03]2026

    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.
    Read the original at deepmarketing.it
  4. [04]2026

    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
    Read the original at deepmarketing.it
  5. [05]2026

    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.
    Read the original at saashero.net

Attribution and measurement state

7 sources
  1. [01]2026

    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+
    Read the original at digitalapplied.com
  2. [02]2026

    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+
    Read the original at digitalapplied.com
  3. [03]2025

    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.
    Read the original at whitehat-seo.co.uk
  4. [04]2026

    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.
    Read the original at whitehat-seo.co.uk
  5. [05]2026

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

    Source
    Whitehat SEO compilation, 2026
    Methodology
    Industry compilation.
    Read the original at whitehat-seo.co.uk
  6. [07]2025

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

    Source
    Marketing LTB · Marketing Attribution Statistics 2025
    Methodology
    2025 CMO survey synthesis.
    Read the original at marketingltb.com

Marketing budget benchmarks

6 sources
  1. [01]2026

    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.
    Read the original at data-mania.com
  2. [02]2026

    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.
    Read the original at data-mania.com
  3. [03]2026

    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.
    Read the original at averi.ai
  4. [04]2026

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

    Source
    Averi.ai · 2026 Marketing Budget Reality Check
    Methodology
    2026 B2B marketer survey.
    Read the original at averi.ai
  5. [05]2026

    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.
    Read the original at xandermarketing.com
  6. [06]2026

    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.
    Read the original at rocket-saas.io

Channel and conversion benchmarks

2 sources
  1. [01]2025

    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.
    Read the original at ruleranalytics.com
  2. [02]2026

    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.
    Read the original at saashero.net

How we choose sources

Three rules. No exceptions.

  1. 01

    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 the list.

  2. 02

    No Frankenstein composites.

    We never stitch stats from different surveys into one stronger-sounding number. If two findings come from different studies, we cite them separately.

  3. 03

    The year is always visible.

    A 2023 stat in 2026 is fine — if it’s labeled 2023. A number without a year is a number that’s being cherry-picked.

See a stat we should add — or one we should remove? Email us. If we got something wrong, we’ll fix it and say so.

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