Stats

12 research-backed stats that justify the MIQL rollout to a CRO. Industry research, not MIQL's own outcome data · every number is sourced.

Use these to build the business case. Each stat names the pillar it argues for, so you can pull the three that fit your room.

~55%

The seller quota-attainment problem.

Industry research over the past four years places median AE quota attainment between 45 and 60 percent. The implication is structural, not coaching: the model the team forecasts on is broken before the rep gets to the doorstep. MIQL targets the model.

Salesforce State of Sales, Pavilion State of the CRO, RepVue benchmarks.

~28%

Of forecasted deals don't close in the quarter they're committed to.

Across enterprise SaaS, 25 to 35 percent of deals categorized as Commit at the start of a quarter do not close in it. Applied to a regional Commit board, that is the size of the credibility gap MIQL eliminates.

Gartner forecast-accuracy benchmarks, public investor commentary, analyst aggregations.

~40%

Of pipeline opportunities end in “no decision.”

Roughly four in ten qualified opportunities never become a yes or a no · they become a status that never resolves. This is the population Quantify targets: with no validated cost of inaction, nothing pushes the deal off “no decision.”

B2B deal-disposition surveys, CSO Insights, Bain commercial benchmarks.

5.4

Decision-makers in a typical enterprise B2B purchase.

A widely cited Gartner / CEB finding: the average B2B purchase involves 5 to 7 stakeholders. Leadership exists because in 80 percent of buying committees only one person controls the budget calendar. The seller who only knows the champion is structurally disadvantaged.

Gartner CEB / Brent Adamson commercial research.

~50%

Of complex B2B deals get re-prioritized mid-cycle.

Roughly half of enterprise deals see their internal priority change at least once after qualification. That is what Quantify hardens: when cost-of-inaction is high, validated, and in the EB's own language, the deal is harder to deprioritize.

B2B Institute, SiriusDecisions / Forrester commercial research.

~3x

The pipeline coverage ratio most orgs run at, while win rates demand higher.

A 3x ratio against a 25 percent win rate produces a 0.75x funded forecast. Healthy SaaS targets 4x to 5x. The gap is what Maps tightens: a buyer-owned MAP means pipeline reflects deals that are actually moving, not padding.

Gartner sales operations benchmarks.

45 min

The median enterprise deal-review duration.

Benchmarks place a typical deal review at 30 to 60 minutes. MIQL teams report a median of 10 minutes after rollout. This is the basis of the Time Back logic and the most durable argument when the CFO asks for ROI.

Enablement industry benchmarks, ATD State of Sales Enablement.

~70%

Of new sellers fail to hit quota in their first year.

Across enterprise SaaS, most new AEs miss their full-year number in year one. MIQL is, among other things, a faster-ramp framework: the five pillars give a new rep a sequence of questions to ask before they have the instincts to do it on their own.

SiriusDecisions ramp benchmarks, RepVue tenure-attainment data.

2 of 5

Sellers can't articulate their buyer's primary KPI.

Internal enablement surveys routinely find 40 percent of sellers, asked which metric their champion is graded on, give a generic answer rather than a specific KPI. That is the gap Outcome closes. No KPI, no O.

Internal enablement diagnostics from multiple SaaS scale-ups.

~$100K

The fully loaded cost of a single misclassified Commit deal.

Conservatively: 30 leadership hours reviewing a doomed deal, plus lost partner cycles, plus engineering capacity reserved for false demand. The number compounds across a region · each misclassification is a CFO-visible event when measured this way.

Internal MIQL audit modeling, conservative assumptions.

~3.4x

The win-rate lift on deals where Insight was delivered before the demo.

Sellers who arrive with a perspective the buyer didn't already have win at roughly 3 to 4 times the rate of sellers who show up to validate the champion's existing belief. Insight is the leverage point, not the afterthought.

CEB Challenger research, Corporate Visions buyer research.

~80%

Of B2B buyers research on their own before they want to talk to a seller.

The implication is not “salespeople matter less.” It is “the seller's job is to deliver what the buyer's research did not.” Insight, Quantify, and Leadership are the three pillars that meet a buyer who has already self-educated.

Gartner buying-journey research, Forrester B2B buyer studies.