This page collects published third-party research for 8 questions. 7 have no reliable published benchmark as of October 2026. None of these figures are Revspire results. Vendor numbers are labelled with their evidence type.
How quickly do new reps send their first piece of content to a buyer?
No reliable published benchmark exists as of October 2026.
No published benchmark exists for time to first content share. Vendors name the metric, but the only related figures are single-customer case studies of time to first opportunity.
Proxy evidence
- Single-customer case study (Seismic): OneSource Virtual reports new reps reached their first opportunity 47% faster. No baseline or period is given.Seismic, n.d. · Single-customer case study · One customer; measurement period not stated
How to measure this in your team: Report the median days from a new rep’s start date to their first external content share, by role.
What is the average ramp time for enterprise AEs, mid-market AEs and SDRs?
About six months for AEs and three months for SDRs, based on the most recent Bridge Group studies. Neither study splits AE ramp by enterprise and mid-market.
Best available evidence
- The Bridge Group’s 2026 AE study (n=158 companies) reports 6.2 months to full productivity, the highest in the study’s history. It links the rise to deal complexity, larger buying committees and higher prices.The Bridge Group, 2026 · Independent research-firm survey · n=158 B2B companies, data collected online Q1-Q2 2026
- The Bridge Group’s 2025 SDR study (n=351 companies) reports SDR ramp of 3.0 months, the lowest since 2010, and average SDR tenure of 1.9 years.The Bridge Group, 2025 · Independent research-firm survey · n=351 B2B companies
- CSO Insights’ 2019 report, citing its separate talent study, put the time to bring a new hire to full productivity at 9.2 months. That figure is older and covers all sales roles.CSO Insights (Miller Heiman Group, now part of Korn Ferry), 2019 · Independent research-firm survey · 900+ participants worldwide
How to measure this in your team: Define “ramped” as the first quarter at or above 80% of full quota. Report the median months to that point by role and segment.
How much faster do reps ramp when they practise with AI role-play?
No reliable published benchmark exists as of October 2026.
No published study isolates the effect of AI role-play on ramp time with a disclosed method. The available numbers are perception surveys, single-customer case studies, and one rigorous study from customer support.
Proxy evidence
- In Allego’s 2026 vendor survey (n=318), 83% of enablement leaders reported reduced onboarding time from AI. The amount is not quantified.Allego (fielded by TrendCandy), 2026 · Vendor survey · n=318 revenue enablement leaders
- Single-customer case study (Allego): Hillman reports new hires became fully productive in 90 days or less, against six months or more before.Allego, n.d. · Single-customer case study · One customer
- Single-customer case study (GTM Buddy): Keelvar reports a 40% reduction in ramp time, measured as time to the first productive quarter.GTM Buddy, n.d. · Single-customer case study · One customer; measurement period not stated
- In a support setting, agents with two months’ tenure using a generative AI assistant performed like agents with six months’ tenure without it.NBER Digest, 2023 · Academic working paper · Summary of NBER Working Paper 31161
How to measure this in your team: Compare months-to-ramp for cohorts with required AI practice against a prior or parallel cohort without it, at the same hiring bar.
How many practice attempts does a rep need to pass a certification?
No reliable published benchmark exists as of October 2026.
No published data reports practice attempts before certification.
How to measure this in your team: Report the median number of scored practice attempts before a pass, by certification and role.
What share of reps pass a sales certification on the first attempt?
No reliable published benchmark exists as of October 2026.
No published benchmark exists for first-attempt certification pass rates.
How to measure this in your team: Report first-attempt passes divided by first attempts, by certification, and track it after each content change.
After a product launch, how many days until 80% of reps are certified?
No reliable published benchmark exists as of October 2026.
We found no published launch-readiness benchmark. The guidance available is process advice only.
How to measure this in your team: Report the days from launch until 80% of the target reps have passed the launch certification.
Which onboarding milestones best predict a successful ramp?
No reliable published benchmark exists as of October 2026.
No published study tests which onboarding milestones predict ramp. We found no credible proxy.
How to measure this in your team: Record milestone dates (first certification, first call, first share, first opportunity) for each cohort, then test which ones best predict months-to-ramp.
Which content do top-scoring reps open most during onboarding?
No reliable published benchmark exists as of October 2026.
No published data links onboarding content consumption to rep scores.
How to measure this in your team: Rank the assets opened in the first 90 days by top-quartile versus bottom-quartile reps, by later attainment or practice score.
Summary: the best available figure for each question
7 of the 8 questions on this page have no reliable published benchmark as of October 2026.
Widely repeated figures to treat with care
- “9.2 months to full productivity”. From CSO Insights’ 2019 report, citing its talent study. The Bridge Group’s 2026 AE figure (6.2 months) is more recent but measures AEs only.CSO Insights (Miller Heiman Group, now part of Korn Ferry), 2019 · Independent research-firm survey · 900+ participants worldwide
Methodology
Each question comes from Revspire’s list of buyer questions that lack a data-backed public answer. For each one, we searched for published evidence in October 2026 and opened every source cited here. We preferred primary research from analysts, research firms, academic studies and large vendor datasets that state a sample size and method.
Every figure keeps its original wording, date and sample. Vendor numbers are labelled by evidence type (vendor survey, vendor platform data, sponsored study or single-customer case study). Case studies describe one company and are not benchmarks. Where we found nothing reliable, we say so and show proxy evidence from adjacent fields, clearly marked.
Revspire has not published benchmark data, and no figure on this page comes from Revspire customers or the Revspire platform.
How evidence strength is graded
- Strong
- Independent or peer-reviewed research with a disclosed method that answers the question directly.
- Moderate
- Disclosed-method analyst, research-firm or large vendor dataset that answers the question directly but has limits (vendor-run, self-reported, or partial scope).
- Weak
- Indirect proxy, undisclosed sample, single-customer case study, or a figure more than ten years old.
- None
- No published evidence found.
Frequently asked questions
How long does it take a new AE to ramp?
The Bridge Group’s 2026 study of 158 B2B companies reports an average of 6.2 months to full productivity, the longest in the study’s history. It does not split enterprise from mid-market AEs.
How long does SDR ramp take?
The Bridge Group’s 2025 SDR study of 351 companies reports 3.0 months, the lowest since 2010.
Does AI role-play shorten ramp time?
Not proven yet. In Allego’s 2026 survey, 83% of leaders report shorter onboarding with AI, and some vendor case studies report large reductions, but no study with a disclosed control group has been published.
Related on Revspire
Revspire AI Sales Training & Coaching tracks role-play scores, certification and readiness for each rep. That is the data needed to measure attempts, pass rates and time to ready.
Sources
All 8 sources were opened and checked on 2026-10-15.
- Allego. Hillman Group case study. No date shown; CMS modified 2026-06-10. Single-customer case study; One customer.
- Allego (fielded by TrendCandy). 2026 AI in Revenue Enablement Report. 2026-06-11. Vendor survey; n=318 revenue enablement leaders.
- CSO Insights (Miller Heiman Group, now part of Korn Ferry). 2019 Sales Enablement Report: Fifth Annual Sales Enablement Study. 2019-10-01. Independent research-firm survey; 900+ participants worldwide.
- GTM Buddy. Keelvar customer story. Undated page, accessed 2026-10-15. Single-customer case study; One customer; measurement period not stated.
- NBER Digest. Measuring the Productivity Impact of Generative AI. 2023-06-01. Academic working paper; Summary of NBER Working Paper 31161.
- Seismic. OneSource Virtual customer story. Undated page, accessed 2026-10-15. Single-customer case study; One customer; measurement period not stated.
- The Bridge Group. 2025 SDR Models & Metrics Report. 2025-02-06. Independent research-firm survey; n=351 B2B companies.
- The Bridge Group. 2026 AE Models, Motions & Metrics. 2026-06-22. Independent research-firm survey; n=158 B2B companies, data collected online Q1-Q2 2026.