AI agents for Mixpanel
A Monmo agent works in Mixpanel the way a product analyst would. It answers questions in plain words by building the Insights, Funnels or Retention report behind them, writes the weekly summary of your boards, digs into why a step lost users, and keeps event names and descriptions tidy in Lexicon. It uses your own Mixpanel access and asks before it changes definitions or cohorts.
Updated 2026-11-13 · Free to start. Paid plans from $15 a month.
What agents do in Mixpanel
Answer a product question
Ask how many teams invited a colleague in their first week, and it picks the events, builds the report, checks the definition with you and gives the answer with a link to the report.
AskHow many new workspaces invited a second user within 7 days last month, by signup source?
Explain a funnel drop-off
When conversion from trial to paid dips, it breaks the funnel down by platform, plan and country, finds where the change sits, and writes up what it found and what it could not explain.
AskOur signup funnel dropped last week. Find which step and which segment changed.
Weekly board summary
Every Monday it reads your key board, compares each chart with the week before and writes five lines on what moved, posted in Slack once you have agreed the format.
AskEvery Monday at 8, summarise the Growth board in five lines and post it to the product channel after I approve the format.
Retention by signup cohort
It runs retention for each monthly signup cohort, marks which keep using the product after eight weeks, and compares people who used a key feature with those who did not.
AskCompare 8-week retention for users who created a report in week one with those who didn't.
Tidy Lexicon
It lists events and properties with no description, near-duplicates such as Sign Up and signup_completed, and ones not seen for 90 days, then proposes descriptions, merges and what to hide.
AskFind undocumented and duplicate events in Lexicon and propose descriptions and merges.
Check tracking for a new feature
Before launch it compares the tracking plan with what is arriving in Mixpanel, lists missing events and wrong property types, and drafts a Jira issue for each gap.
AskThe export feature ships Thursday. Check its events are arriving correctly and draft Jira issues for anything missing.
Build a cohort for a campaign
It defines a cohort, such as trial users who reached the dashboard but never invited anyone, shows you the count, and saves it or sends it to HubSpot only after you approve.
AskMake a cohort of trial users who never invited a teammate and tell me how many there are.
How it connects
- 1You connect Mixpanel once, with a service account that a project owner or admin creates, or by signing in. The agent sees the projects that account can open; where your plan offers data views, a restricted one keeps sensitive properties out of reach.
- 2You choose which agents may use Mixpanel. A data analyst or product-minded marketing agent fits; your executive assistant only needs the summaries.
- 3Running reports, reading boards and drafting summaries need no approval. Saving or editing reports and boards, changing Lexicon, creating cohorts, syncing them to other apps and deleting data ask first.
Questions people ask
Can an AI agent analyse our Mixpanel data?
Yes. A Monmo AI agent turns your question into the right Insights, Funnels, Flows or Retention report, checks event definitions with you when they are ambiguous, and gives you the answer with a link to the report. It works through the Mixpanel connection, or in its own browser when the connection does not cover something.
Will the agent change our Mixpanel tracking or data?
Not without your approval. Reading and running reports changes nothing. Editing Lexicon, saving boards, creating cohorts, sending cohorts to other apps or deleting data each show a card first. Changes to the tracking code itself belong in your codebase and go through your developers or a web developer agent's pull request.
Can it explain why a metric changed?
It can find where the change sits and what it lines up with. The agent breaks the metric down by segment, date and step, checks releases and campaigns from the same days, and writes what it found. It also says plainly what the data cannot show, so you do not act on a guess.
Is it safe to connect Mixpanel to an agent?
The agent uses a service account or login you create, with the projects you choose, and you can remove it at any time. Use a data view without personal properties if your plan has them. It reads without asking but saves nothing to Mixpanel without your approval, and you can watch its screen as it works.