Toby

Strong signal

Realistic mock interviews with an AI hiring manager

Launched 8h ago

Signal

Velocity

What this means

5.7×Growing 5.7× faster than the typical AI Agents launch.

Compared to 3 AI Agents launches at the same age.

32%Mid-tier finish likely.

Projecting attention of 97 by end of day-1.

-36%Category cooling: Hiring.

Launches down 36% week-over-week.

17Founder Conviction Index: 17 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

32%

today

Projected end-of-day votes

97range 73–131

Trajectory

stable

Not enough snapshots yet to detect trajectory.

Speed vs peers

5.7×

3 AI Agents launches

About

Paste a job description. Toby researches the company, maps every round and interviews you on a Meet, Teams or Zoom-style call. Then you get a scored debrief and a stronger version of each answer, built only from what you said. Real mode runs it straight through; Coach mode gives a note and a retry. No subscription: 50p a minute on a call. First 5 minutes free.

AI Summary

Toby offers AI-driven mock interviews by analyzing job descriptions and simulating interview scenarios via video calls. Users pay 50p per minute after the first five minutes, receiving feedback and improved responses based on their performance.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement16

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.

115/8

Timeliness5%100

carried 7%

Trend20%30

carried 27%

Novelty15%25

carried 20%

Business15%9

carried 20%

Story20%0

carried 27%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking2 readings since we picked it up
AI analysisAI Agents
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring23% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.