the audit evidence

How we know the numbers are real.

Every answer-time figure this product shows is computed from two logged timestamps: when the lead arrived, and when the AI’s answer was recorded. No timestamp, no number. This page shows the audit evidence for the claims on the landing.

verified · owner-run production test · measured intake → answer
+0.000s
Test inquiry arrived · web forman owner-controlled test through the deployed form, in a real browser
+17.0s
The AI’s answer, recordeda specific, reasoned reply grounded in the business’s own context — not a canned line; scoring and the qualifying decision ride the same turn, written into the audit record

computed as the answer’s logged time minus the arrival’s logged time, straight from the audit rows (one owner-run observation, labelled so); the full derivation list is in the project’s tracked measurement notes.

the speed gap

The gap, to scale

100ms1s1min1h8h
Leadline · one owner-run test · 17.0s
a half-hour reply, for scale · 30min

logarithmic time scale — every stop is honest; the gap really is that wide

external market evidence (not our numbers — labeled)
how test usage is counted

Invited tests use an owner-funded test credit; no payment occurs here. Leadline estimates model usage and reduces that balance, while the owner’s subscription pays for this test system. The running cost for a client build is scoped after its model and workload are chosen.

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