Teams need a time tracking tool that automatically extracts tasks and time spent from a simple message sent in Slack, eliminating the need for manual logging, forms, or switching to separate tools.

Target User

Team members who struggle with accurate time logging and using multiple project management tools

Product Idea

Slack Bot: Niyam Clone - A time tracker that ingests natural language messages and automatically logs tasks and time against a project/client.

Evidence

• “People don’t log time accurately. They either forget, batch hours at end of day, or have to switch into a separate tool (timers, spreadsheets, project software). Niyam AI lives inside Slack. You message it like you normally would — describe what you’re working on — and it automatically extracts the task and time spent. No forms, n +”

  https://www.producthunt.com/products/niyam-ai?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+11+%28ID%3A+280766%29

Why this opportunity matters

This opportunity surfaced from multi where Team members who struggle with accurate time logging and using multiple project management tools are actively describing the problem in their own words. We classified the demand intensity as high — meaning users are not just complaining, they are openly looking for paid solutions and willing to switch tools to find one. When users self-select to post a problem on a public platform like multi, they are usually already trying to solve it — which makes them strong candidates for the right paid alternative.

How to validate this before you build

Before writing a single line of code, three lightweight steps will tell you whether this opportunity is worth pursuing:

1. Read the original conversation. The evidence links above lead to the exact threads where users described this problem in their own words. Read every comment — what people argue about in the replies often matters more than the original post.
2. Talk to five real users. Find five people who match the target user description above and ask how they handle this today. You are looking for two signals: a consistent workaround they hate, and a willingness to pay for something better. If both show up in three of five conversations, the demand is real.
3. Test willingness to pay before building. Put up a one-page landing site describing the proposed product, with a deposit or pre-order checkout. If even a small fraction of traffic converts to a real payment, you have validated more than most products that ship to production.