Microsurvey feedback
Maya Okafor, product manager at Northwind, asked what users had said in the pricing microsurvey. Memtro read the answers with the count per button and the comments left, newest first, without naming who gave them.
Chameleon + Memtro
How many people finished our onboarding tour, and what did the last microsurvey say?
Chameleon shows you your in-product tours and microsurveys with live state and started, completed and exited counts. Memtro also reads microsurvey answers without who gave them, tour interactions by state, segments, tags, environments and pending deliveries. When asked and granted, it can publish or unpublish tours, publish microsurveys, tag them and change their environments. It can show one to a named end user, reschedule or cancel that delivery, and update, clear or delete a user profile. It can also track an event and delete a response or a company. The secret needs a Pro, Growth or Enterprise plan.
In Memtro
What you can do with Chameleon in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Chameleon tool, reads what it needs, and answers with the source cited.
What it does
- 01Lists tours and microsurveys, newest first, with whether each is live and its started, completed and exited counts.
- 02Reads microsurvey answers with buttons chosen and comments, never who gave them, and how end users went through a tour.
- 03Lists segments with their filter rules, tags, environments, and deliveries queued for named end users.
- 04When asked and granted, publishes or unpublishes a tour, or publishes a microsurvey, live to every targeted end user on their next page load.
- 05When asked and granted, tags an experience, changes its environments, shows it to one named end user, or reschedules or cancels that delivery.
- 06With events on, a finished microsurvey response, a completed tour or an exited tour can start a job.
Acts when asked
When you ask it to
These tools change something in Chameleon. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
- 01Publish or unpublish a tour
- 02Publish a microsurvey
- 03Add or remove a tag on a tour or microsurvey
- 04Add or remove an environment on a tour or microsurvey
- 05Show a tour or microsurvey to one named end user (create a delivery)
- 06Reschedule a pending delivery
- 07Cancel a pending delivery
- 08Create or update an end user's profile properties
- 09Track an event for an end user
- 10Clear an end user's profile data
- 11Permanently delete an end user's profile
- 12Delete a microsurvey response
- 13Delete a company
Events
When it happens
Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in Chameleon, choosing the same kinds; the tab shows Chameleon's own steps. Each event can start a job, with the event as its input. Chameleon signs every delivery, and one whose signature does not check out is refused before it is read.
Events and webhooks- 01A microsurvey response was finished
- 02A microsurvey was shown
- 03A microsurvey was completed
- 04A microsurvey was dismissed
- 05A microsurvey was snoozed
- 06A microsurvey button was clicked
- 07A tour was started
- 08A tour was completed
- 09A tour was exited
- 10A tour was snoozed
- 11A tour button was clicked
- 12An embed was started
- 13An embed was completed
- 14An embed was exited
- 15An alert group's conditions were violated
- 16A HelpBar search showed results
- 17HelpBar generated an AI answer
- 18A HelpBar item was actioned
- 19A HelpBar item's action failed
- 20A demo was started
- 21A demo was finished
- 22A demo form was submitted
- 23Health check
In practice
Ask it like you would a colleague
Once Chameleon is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
Chameleon + Memtro
How many people completed the onboarding tour?
What did people say in the pricing microsurvey this week?
Which tours are live right now?
Which deliveries are still pending?
Unpublish the old billing banner.
Following up a response
At BigCo, a job starts when Chameleon reports that a microsurvey response was finished. It reads the latest answers to that microsurvey and its counts. Tom Reilly, product lead, sees a summary of what people chose and said.
Teams
Where it fits
The teams that lean on Chameleon most, a question each of them asks, and what they connect beside it.
- Data and analyticsQuestions answered from the warehouse, with the SQL shownAnalyst, Data engineer, Anybody with a question, Head of data“Revenue by segment for Q3 from the warehouse, with the SQL you used”Used alongside Postgres, Stripe, Slack, Google Drive, Snowflake and 3 more.
- MarketingSpend, leads and reputation in one conversationMarketing lead, Performance marketer, Content and SEO, Brand and community“How did last week's LinkedIn and Google campaigns do, and which leads reached the pipeline?”Used alongside Google Ads, Meta Ads, HubSpot, Google Analytics 4, Brevo and 7 more.
- LeadershipOne question across the whole companyFounder, Chief executive, Department head, Board member“What happened with our top ten accounts this week, and is anything at risk?”Used alongside HubSpot, Help Scout, Xero, Stripe, Linear and 6 more.
Better together
Works with
A record in Chameleon is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
- Marketing automationChameleon with ActiveCampaignContacts, campaigns and automations from ActiveCampaign.
- Marketing automationChameleon with BrevoEmail and SMS campaign results from Brevo.
- Marketing automationChameleon with Customer.ioCampaign metrics and customer journeys from Customer.io.
- Databases and warehousesChameleon with PostgresRead-only SQL over your warehouse or application database, written by the model from the schema.
- Databases and warehousesChameleon with MySQL and MariaDBRead-only SQL over your MySQL or MariaDB database, directly or through an SSH tunnel.
- Databases and warehousesChameleon with SQL ServerAsk questions of SQL Server and Azure SQL, safely.
- CRM and salesChameleon with HubSpotContacts, companies, deals and tickets, with the rest of the company's memory attached.
- CRM and salesChameleon with SalesforceAsk your CRM questions in plain English, down to the SOQL.
- CRM and salesChameleon with Twenty CRMObjects, fields and records from the open-source CRM, and records it can create and change when you ask.
Also in Analytics
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
- Google Analytics 4
- Plausible Analytics
- Umami
- Google Search Console
- Segment
- App Store Connect
- Google Play Console
- Power BI
- Metabase
- Mixpanel
- Amplitude
- PostHog
- Baremetrics
- ChartMogul
- Fathom Analytics
- Matomo
CallRail
Fullstory- Pendo
WhatConverts- Tableau
- Qualtrics
- Looker
Lightdash- Redash
Microsoft Clarity
Eppo
Holistics
Mouseflow- Optimizely
- Sigma Computing
- VWO
Setup
How to connect
Connect withAccount secret
- 1
In Chameleon, open Settings → Tokens at app.chameleon.io and generate a new secret token. It is account-wide with no scopes, and needs a plan with Webhooks & APIs.
- 2
Open Connections → Chameleon in Memtro and paste the Account secret.
- 3
An administrator grants actions such as publish a tour or delete a profile by name to the teams that may use them. Events are turned on from the connection's Events tab, and the address is then added in Chameleon's webhook settings.
- 4
Ask how many people completed the onboarding tour.
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Chameleon tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Chameleon?+
Only when you ask, and only what it has been granted: publish or unpublish a tour; publish a microsurvey; add or remove a tag on a tour or microsurvey; add or remove an environment on a tour or microsurvey; show a tour or microsurvey to one named end user (create a delivery); reschedule a pending delivery; cancel a pending delivery; create or update an end user's profile properties; track an event for an end user; clear an end user's profile data; permanently delete an end user's profile; delete a microsurvey response; delete a company. Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a Chameleon connection?+
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my Chameleon data?+
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded.
How do I connect Chameleon?+
Account secret. In Chameleon, open Settings → Tokens at app.chameleon.io and generate a new secret token. It is account-wide with no scopes, and needs a plan with Webhooks & APIs.
Can Chameleon start a job?+
Yes. Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in Chameleon, choosing the same kinds; the tab shows Chameleon's own steps. A job set to start "When an event arrives" then runs once for each matching event, with the event as its input. The run treats the event as outside data, never as instructions, and anything the run remembers is kept as unverified.
Connect Chameleon in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.