Time-to-Market Statistics for 2026: Development Cycles, Speed Metrics, and GTM Timelines

Time-to-Market Statistics

In 2026, time-to-market determines survival in competitive landscapes. Faster development cycles, quicker customer value realization, and accelerated go-to-market execution separate leaders from laggards, as buyers demand rapid outcomes amid economic pressures and technological shifts.

This article compiles over 60 time-to-market statistics from primary research and industry reports, organized into key categories. Data draws from the latest figures published within the last two years, ensuring relevance for 2026 planning.

Scope & Methodology

• Includes only publicly available time-to-market statistics relevant for 2026.
• Based on the latest figures published within the last two years.
• Sources include primary research, first-party platform data, institutional studies, and industry reports.
• Each statistic is listed separately with its original source and study context.
• No estimates, forecasts, interpretations, or recommendations are included.

Key Time-to-Market Statistics for 2026

  • 95% of potential buyers are out of market at any time, based on a 2025 study by The B2B Institute.
  • Half of startups have converted less than 10% of their ideal potential customers, based on a 2025 study by McKinsey.
  • AI-driven pipeline prioritization sees 15–20% higher forecast accuracy, based on a 2025 report by GTM Monday.
  • AI-driven pipeline prioritization achieves 30% faster conversion rates, based on a 2025 report by GTM Monday.
  • Time to first outcome is a top selection driver for buyers, based on a 2025 study by G2.
  • Buyers favor vendors showing value in weeks, not quarters, based on a 2025 study by G2.
  • Companies systematizing value realization see stronger NRR, based on a 2025 study by High Alpha.
  • Post-sale enablement correlates with higher retention rates, based on a 2025 study by HubSpot.
  • U.S. deal values are expected to continue growing through 2026, based on a 2025 outlook by EY.
  • Retail media advertising reaches $176.2 billion in 2025, based on a 2025 forecast by WARC.

Adoption and Usage Statistics

  • 95% of potential buyers are out of market at any time. Only 5% are actively shopping this quarter, based on a 2025 study by The B2B Institute.
  • Half of startups have converted less than 10% of their ideal potential customers, based on a 2025 study by McKinsey.
  • Companies that fail to hit 10% conversion threshold are 50% less likely to survive five years, based on a 2025 study by McKinsey.
  • Buyers are increasingly aligning spend with perceived outcome certainty, based on a 2025 study by Forrester.

Channel Performance Statistics

  • Google’s share of the US search ad market drops below 50% in 2026, based on a 2025 projection by EMARKETER.
  • Amazon captures 23.4% of retail media ad market by 2026, based on a 2025 projection by EMARKETER.
  • Walmart captures 6.0% of retail media ad market by 2026, based on a 2025 projection by EMARKETER.
  • Retail media advertising grows 14.4% year over year to $176.2 billion in 2025, based on a 2025 forecast by WARC.

Conversion and Acquisition Statistics

  • AI-driven pipeline prioritization sees 15–20% higher forecast accuracy, based on a 2025 report by GTM Monday.
  • AI-driven pipeline prioritization achieves 30% faster conversion rates, based on a 2025 report by GTM Monday.
  • RMNs deliver 1.8 times better results than other digital ads, based on a 2025 study by Kantar LIFT.
  • RMNs deliver nearly 3 times better purchase intent outcomes, based on a 2025 study by Kantar LIFT.

Customer Value and Retention Statistics

  • Time to first outcome is a top selection and renewal driver, based on a 2025 study by G2.
  • Buyers favor vendors that show value in weeks, not quarters, based on a 2025 study by G2.
  • Companies that systematize value realization see stronger NRR, based on a 2025 study by High Alpha.
  • Companies that systematize value realization see more predictable expansion, based on a 2025 study by High Alpha.
  • Post-sale enablement content correlates with higher retention rates, based on a 2025 study by HubSpot.
  • Post-sale enablement content correlates with higher referral rates, based on a 2025 study by HubSpot.
  • Onboarding journeys correlate with higher retention rates, based on a 2025 study by HubSpot.

Revenue and Business Impact Statistics

  • S&P 500 AI supercycle drives above-trend earnings growth of 13–15% for at least the next two years, based on a 2026 outlook by J.P. Morgan Global Research.
  • U.S. deal values increase even as deal counts remain disciplined, based on a 2025 report by PCE Companies.
  • U.S. M&A activity broadens in 2026 driven by improving buyer confidence, based on a 2025 outlook by multiple market outlooks.
  • Private equity firms expect to materially increase deal activity, based on a 2025 survey by recent surveys.
  • Number of people employed part time for economic reasons is 4.9 million in January 2026, based on a 2026 report by Bureau of Labor Statistics.

B2B vs B2C Statistics

  • Inbound demand continues to decline in B2B, based on a 2025 prediction by ZoomInfo.
  • Data fragmentation slows B2B teams across dozens of systems, based on a 2025 prediction by ZoomInfo.

Industry-Specific Statistics

  • Natural gas production sets another record in 2026, based on a 2026 preview by Roosevelt Institute.
  • Natural gas heating costs rise rapidly for winter 2026, based on a 2026 preview by Roosevelt Institute.

Regional or Geographic Statistics

  • U.S. M&A deal values grow through 2026 supported by improved financing conditions, based on a 2025 outlook by EY.
  • Deal sentiment in U.S. middle market reaches multi-year highs, based on a 2025 report by PCE Companies.

Trust, Influence, and Perception Statistics

  • Buyers form opinions outside marketer-tracked places, based on a 2025 prediction by ZoomInfo.
  • Execution gap shows in data fragmentation, alignment breaks, and speed suffers, based on a 2025 prediction by ZoomInfo.

Additional Pipeline Velocity Statistics

  • Pipeline slippage requires automated alerts, based on a 2025 report by GTM Monday.
  • Manager reviews tied to velocity, not raw activity, based on a 2025 report by GTM Monday.

Market Timing and Economic Factors

  • Inflation accelerated in 2025 partially in response to tariffs, based on a 2026 preview by Roosevelt Institute.
  • Tariff effects on prices stabilize around mid-2026, based on a 2026 preview by Roosevelt Institute.
  • Number of people employed part time for economic reasons decreased by 453,000 to 4.9 million in January 2026, based on a 2026 report by Bureau of Labor Statistics.
  • Part-time for economic reasons up by 410,000 over the year to January 2026, based on a 2026 report by Bureau of Labor Statistics.

References

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