u/AmbitiousRegular8667

Do AI recommendation panels in productivity apps actually help?

Do AI recommendation panels in productivity apps actually help?

I’m working on a recommendations feature inside a productivity app and would love honest feedback from people who use these kinds of tools.

The feature looks at your tasks, deadlines, overdue items, and project context, then suggests a small set of next actions.

The goal is to help with the common problem of opening your productivity app and still thinking: “Okay, but what should I actually do next?”

I’m trying to figure out whether this is genuinely helpful or whether it risks becoming another AI-generated summary people ignore.

A few things I’m curious about:

  • Would you use something like this?
  • Do the recommendations feel too verbose or useful as-is?
  • Would you prefer short commands, explanations, or a full daily plan?
  • Would trust the recommendations?

Screenshot attached. I’m especially interested in whether the tone feels helpful or too “AI coach.”

u/AmbitiousRegular8667 — 2 days ago

I built Serena as one place for tasks, notes, calendar planning, and AI chats

I built Serena because I wanted one place for tasks, notes, calendar planning, and AI chats.

A lot of productivity tools still make you jump between different apps:

Tasks in one place
Notes somewhere else
Calendar in another
AI chats with no memory of what you’re working on

Serena brings those pieces together around your actual projects, so your planning, context, and execution stay connected.

It includes:

  • Tasks and projects
  • Notes
  • Calendar planning
  • Pomodoro/time tracking
  • AI chats that understand your tasks and notes
  • Goal breakdown: describe what you’re trying to accomplish, and Serena turns it into tasks
  • Daily plan emails
  • Recommended next actions on the dashboard
  • Shared workspaces for teams

The part I care about most is reducing the amount of manual upkeep. I don’t want Serena to just be another place to store information. I want it to help you decide what to work on next and keep your work moving. Coming next is integrations with all your other tools so Serena can understand what's going on and can update your tasks with minimal effort.

It’s live now at withserena.ai

I’d love some feedback:

What feels most useful here?
What feels unnecessary?
And what would make you actually switch from your current setup?

u/AmbitiousRegular8667 — 9 days ago

I’m curious what people actually want from an all-in-one productivity app.

There are so many tools now that combine tasks, calendars, notes, projects, AI, scheduling, docs, habits, and integrations, but a lot of them still end up feeling like more work to maintain.

My view is that a good productivity app should help you decide what matters next and reduce manual upkeep, not just store and track information.

That’s the direction I’m exploring with Serena: a task/project manager with AI assistance for planning, prioritization, daily plans, weekly recaps, and project recommendations.

Trying not to build in a vacuum, so I’m curious:

  • What would make an all-in-one productivity app genuinely useful for you?
  • What would you want it to handle automatically?
  • And what features sound good in theory but usually just become clutter?
reddit.com
u/AmbitiousRegular8667 — 15 days ago

I’m curious what people actually want from an all-in-one productivity app.

There are so many tools now that combine tasks, calendars, notes, projects, AI, scheduling, docs, habits, and integrations, but a lot of them still end up feeling like more work to maintain.

My view is that a good productivity app should help you decide what matters next and reduce manual upkeep, not just store and track information.

That’s the direction I’m exploring with Serena: a task/project manager with AI assistance for planning, prioritization, daily plans, weekly recaps, and project recommendations.

Trying not to build in a vacuum, so I’m curious:

  • What would make an all-in-one productivity app genuinely useful for you?
  • What would you want it to handle automatically?
  • And what features sound good in theory but usually just become clutter?
reddit.com
u/AmbitiousRegular8667 — 16 days ago