Can you trust the numbers in Fireflies.ai?
Fireflies.ai is an AI teammate for meetings that produces transcripts and smart summaries of calls on Zoom, Google Meet, Microsoft Teams, Webex and other platforms. Its own help pages give 3 reasons its numbers can look different from what you expect. The first to rule out: Very short calls get no transcript or recap, as Fireflies' help pages say, so quick check-ins can be missing from what it holds.
Is it broken, or just counted differently?
A number can look wrong because the business changed, or because of how Fireflies.ai counts it. Below is what Fireflies.ai keeps, where its help pages say the numbers can differ, and how to check them yourself.
What does Fireflies.ai keep track of?
Fireflies keeps a running count of meetings and the time spent in them.
In Fireflies.ai's own words:
Total number of conversations and time spent are tracked automatically for all platforms and do not require speaker labels.
Understand Fireflies Analytics and Conversation Intelligence, read 2026-11-12.Fireflies shows its meeting figures for each person on the team, not only as one total.
In Fireflies.ai's own words:
Each metric is broken down per teammate so you can compare performance and identify coaching opportunities.
Understand Fireflies Analytics and Conversation Intelligence, read 2026-11-12.
What can make Fireflies.ai's numbers look wrong?
Very short calls get no transcript or recap, as Fireflies' help pages say, so quick check-ins can be missing from what it holds.
In Fireflies.ai's own words:
Fireflies only generates transcripts and meeting recaps for meetings that are longer than 3 minutes.
Meeting Status Page: Check the Status of Your Meetings in Fireflies, read 2026-11-12.Meetings recorded through the Chrome extension leave no metrics behind, as Fireflies' help pages explain, so analytics can undercount them.
In Fireflies.ai's own words:
Metrics are not currently tracked for Chrome extension meetings.
Understand Fireflies Analytics and Conversation Intelligence, read 2026-11-12.A team member who is not an admin sees only their own meetings, as Fireflies' help pages explain, so their totals will not match the team view.
In Fireflies.ai's own words:
Individual users or non-admins can only view the analytics of their own meetings.
How to use Filters to view specific call analytics, read 2026-11-12.
How do I check Fireflies.ai's numbers myself?
Setting the date range to match a calendar week lets an owner compare Fireflies' meeting count with the calendar.
In Fireflies.ai's own words:
You can choose from Last 30 days, Last 7 days, Today, or a custom date range.
Understand Fireflies Analytics and Conversation Intelligence, read 2026-11-12.Filtering to one organizer or one kind of meeting makes a total small enough to check against your own records.
In Fireflies.ai's own words:
You can filter by criteria such as meeting title, organizer, participants, duration, or type.
How to use Filters to view specific call analytics, read 2026-11-12.
How does Fireflies.ai work with Feder?
Connect Fireflies.ai to Feder and it joins your Wins apps. Feder only reads. It never changes anything in Fireflies.ai.
When you connect Fireflies.ai, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.
Other apps that feed Wins
- Stripesuccessful payments
- Google Adsconversions
- Google Analyticskey events
- PayPalpaypal checkout payments
- Pipedrivedeals won
- WooCommercepaid orders
Questions owners ask about Fireflies.ai
- Why did my Fireflies meeting count drop?If someone in the meeting declines the notetaker, that meeting is not recorded, as Fireflies explains.
- Why did my Fireflies meeting count suddenly jump?If Fireflies is set to join every calendar meeting with a meeting link, the count can rise as soon as more of those meetings appear on the calendar.
- Why doesn't my Fireflies meeting count match my calendar?If automatic joining is off, or your preferences limit which meetings Fireflies joins, calendar meetings outside those preferences are not recorded.
Where do these answers come from?
Everything this page says about Fireflies.ai comes from Fireflies.ai's own pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.
Know the day a number breaks, not the month after.
Some numbers are too quiet to judge daily, such as a form filled in a few times a week. Until there is enough of your own history to judge a change, Feder says it is still learning and scores nothing, rather than guessing.