Where these numbers come from

Read this first. The classic contact/qualification and first-responder statistics below come from secondary reporting that cites older lead-response research. We have not independently verified those underlying studies. The 47-hour figure is separately contextualized below using a current 2026 B2B benchmark.

That is one retelling away from the source. Numbers get rounded, caveats get dropped and conditions get lost when research is summarised for a business audience — so treat these as strong directional evidence for a real effect, and not as a measurement you could take to a board.

We could have written "backed by Harvard and MIT research" and been technically defensible. This is more useful to you.

The claims, and how far each one travelled

Claim used on the audit pageProvenance
Responding within 5 minutes makes contact roughly 100× more likely Secondary. Article citing research; original study not read.
Responding within 5 minutes makes qualification roughly 21× more likely Secondary. Same article.
A 2026 benchmark reports about 47 hours average response time for its sample of 939 B2B companies Optifai Lead Response Time Benchmark, read 2026-09-10. Sample-specific; not a universal average for all businesses or industries.
The first responder wins about 78% of deals Secondary. Same article.
The 5%–25% recovery band in the calculator Ours, and it is a judgement, not a finding. No source claims it. See below.

What the evidence does not establish

Why this can still be useful

Several lead-response studies and current B2B benchmarks point in the same practical direction: slower follow-up can reduce the chance of reaching or qualifying an interested prospect. They do not establish one universal effect size for your business. The calculator therefore treats outside research as context, uses your own operating inputs, and presents a deliberately broad scenario range that you should test against measured results.

If you want the primary sources

We would rather point you at the honest position than pad this page with citations we have not verified. If you need study-grade evidence — for a board paper, an investment case, anything where the provenance matters — search for the Lead Response Management study and the Harvard Business Review work on lead response time, and read them directly. If we obtain and read the primary studies, this page will be updated to say so and this section will be replaced.