Can you trust the numbers in Plain?
Plain is a support platform for B2B companies where human support teams and AI agents handle customer conversations together. Its own help pages give 4 reasons its numbers can look different from what you expect. The first to rule out: Support numbers in Insights can be up to about an hour behind the live queue, as Plain's docs say.
What does Plain keep track of?
Plain keeps charts of support volume, response times, resolution times, SLA results and CSAT for the workspace.
In Plain's own words:
Insights shows you what's happening across your support operation.
Insights, read 2026-11-12.Plain keeps the same support figures for each person on the team, so owners can see who handled what.
In Plain's own words:
The team overview page shows volume trends, response times, and resolution times at a glance.
Team reporting, read 2026-11-12.
What can make Plain's numbers look wrong?
Support numbers in Insights can be up to about an hour behind the live queue, as Plain's docs say.
In Plain's own words:
Insights refreshes hourly.
Insights, read 2026-11-12.Adding up each person's numbers can give more than the workspace total, because a thread that passed through several people counts toward each of them, as Plain's docs explain.
In Plain's own words:
so the team members' numbers don't add up to the workspace total.
Team reporting, read 2026-11-12.Threads marked Ignored are left out of the figures, so thread counts can be lower than the conversations that came in, as Plain's docs say.
In Plain's own words:
They won't trigger notifications, affect metrics, or move statuses.
Statuses, read 2026-11-12.Figures split by tier use the tier a customer had when each thread started, so they can differ from today's tier list, as Plain's help pages explain.
In Plain's own words:
The thread's tier does not change if the tenant later moves to a different tier.
How tier is set on threads and reported in Insights, read 2026-11-12.
How do I check Plain's numbers myself?
An owner can download the team table as a spreadsheet and check each person's figures.
In Plain's own words:
Click Download CSV on the team page to export the table.
Team reporting, read 2026-11-12.Applying the same label or tier filter on both views lets an owner compare team figures with the workspace figures on equal terms.
In Plain's own words:
Team reports use the same filters as the rest of Insights, such as label, tier, or thread field.
Team reporting, read 2026-11-12.
How does Plain work with Feder?
Connect Plain to Feder and it joins your Experience apps. Feder only reads. It never changes anything in Plain.
When you connect Plain, 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 Experience
Questions owners ask about Plain
- Why did my CSAT score drop in Plain?The score counts only Positive ratings as good, so more Neutral ratings can lower it as well as more Negative ones.
- Why did customer waiting time jump in Plain?Time a thread spends paused for later still counts as waiting, so pausing threads instead of resolving them can raise the number.
- Why did my support numbers suddenly change in Plain?Threads from customers marked as spam are left out of every Insights figure, so marking a customer as spam can lower thread counts.
Where do these answers come from?
Everything this page says about Plain comes from Plain'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.