inkling

Notable signal

open-source AI assistant for your WhatsApp group chats

Launched 9h ago

Signal

Velocity

What this means

+62%Launching in a 62% WoW growing category.

Calendar had 21 launches this week vs 13 last.

17Founder Conviction Index: 17 — low signal.

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

4.8×Founder historically performs 4.8× the median launch we track.

Best prior launch: Bevell, attention 79.

Prediction

Top-5 finish probability

11%

today

Projected end-of-day votes

16range 12–22

Trajectory

stable

Not enough snapshots yet to detect trajectory.

About

inkling is an open-source, private personal AI assistant that lives in your WhatsApp. Add inkling to any WhatsApp chat, then text or voice-note it like a friend. It suggests spots, runs polls, finds a time that works for everyone and sends the invites. Open source: self-host it, and nothing trains on your chats.

AI Summary

Inkling is an open-source AI assistant designed for WhatsApp group chats, facilitating scheduling, polls, and recommendations. It prioritizes privacy by allowing users to self-host the assistant, ensuring that no data from chats is used for training.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement75

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.

126/8

Timeliness5%100

carried 6%

Trend20%42

carried 24%

Founder10%31

carried 12%

Business15%20

carried 18%

Novelty15%9

carried 18%

Story20%0

carried 24%

Not measured · 2 of 8

Revenue10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 6 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 scoring22% 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.