Liner
Search without Doubt
Shepherd
Meeting notes, agendas & tasks - in Google Calendar & Meet
Updated February 2026
| Liner | Shepherd | |
|---|---|---|
| Rating | 2.7★ | 5.0★ |
| Reviews | 3 | 17 |
| Pros | 4 | 21 |
| FactScore™ | 16.1 | 62.8 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Liner — Pros
Browser extension Chatgpt integration Great for researchBoth tools — Pros
Easy to useOnly in Shepherd — Pros
Improved meeting productivity Collaborative notes Time-saving Easy note sharing Google Meet integration Meeting minutes capture Fast product improvement Google Calendar integration Meeting notes storage No multi-tabs Productivity app integrations Remote team collaboration Structure meetings Agenda management Assign action items Custom agendas Email sharing Export to Notion Streamlined processes Task allocationOnly in Liner — Cons
Inaccurate information Limited refund policy Subscription issues Ads bombardmentBoth tools — Cons
—Only in Shepherd — Cons
Lack of home page for previous meeting notesDetails
| Liner | Shepherd | |
|---|---|---|
| Categories | Productivity, AI Infrastructure Tools | Productivity, Chrome Extensions, Meeting software |
| Platforms | Web · iOS | Web |
| Became Popular | July 9, 2015 | March 3, 2022 |
| Website | getliner.com | www.meetshepherd.com |
Who Should Pick Which?
Choose Liner if...
- Browser extension
- Chatgpt integration
- Great for research
Choose Shepherd if...
- Improved meeting productivity
- Collaborative notes
- Time-saving
With a FactScore™ of 16.1 vs 62.8, Shepherd leads in community reception. Liner uniquely offers Browser extension and Chatgpt integration, while Shepherd stands out for Improved meeting productivity and Collaborative notes.
What Users Say
Liner
This is the best AI assistant
Maybe 1.5 stars. I was bombarded with ads for Liner as a research assistant. It is supposed to provide accurate and real references along with useful answers. Answers I got were simply wrong, mixin...
This company is a scam. When you sign up for a free trial, you unwittingly sign up for a yearly renewal. When your free trial is expiring, they offer you three free days, which you accept. Then the...
Shepherd
Amazing product, I especially love taking meeting notes and exporting to Notion with a click. Also love the integrations.
I use shepherd as an individual and not necessarily with my team as they are all very much physical presence meeting people. This product has helped structure my thoughts before and during meetings...
I have been an early user of Shepherd for a few weeks now, and it has already improved the meetings I host. It helps with ensuring an agenda before a meeting, because I have a clear place in my cal...
Related Comparisons
Frequently Asked Questions
Which is better, Liner or Shepherd?
Based on FactScore™, Shepherd leads with a score of 62.8 vs 16.1. Shepherd has a higher rating of 5.0★ compared to 2.7★.
What are the pros of Liner compared to Shepherd?
Liner uniquely offers: Browser extension, Chatgpt integration, Great for research.
What are the pros of Shepherd compared to Liner?
Shepherd uniquely offers: Improved meeting productivity, Collaborative notes, Time-saving, Easy note sharing, Google Meet integration.
Is Liner better rated than Shepherd?
Liner is rated 2.7★ from 3 reviews. Shepherd is rated 5.0★ from 17 reviews.
What is the FactScore™ of Liner and Shepherd?
FactScore™ weighs rating and review volume together. Liner scores 16.1 and Shepherd scores 62.8.
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