UserVoice AI · Agent and MCP

Ask your customer intelligence anything, wherever you work

The UserVoice agent answers plain-language questions about your ideas, accounts and users, right inside UserVoice. UserVoice MCP brings the same customer intelligence into Claude, ChatGPT and Codex. Every answer comes from your live UserVoice data, with the accounts and revenue behind it.

One platform for product, customer success and revenue teams.

New modern plans
The UserVoice agent, UserVoice MCP and the API are included in our new modern plans.
UserVoice agent
Which enterprise-tier accounts renewing in the next 90 days support ideas we haven't planned?
Answer

Seven unplanned ideas have renewing enterprise supporters

Single sign-on, audit logs and custom roles lead the list. Each idea links to the accounts and supporters behind it.

12
accounts
$1.2M
ARR represented
7
unplanned ideas
Trusted by
Works with Claude, ChatGPT, Codex and GitHub Copilot Chat in VS Code
CIMD
UserVoice supports Client ID Metadata Documents, the client registration method the MCP specification recommends
Live
Answers come from your live UserVoice data, not samples
Your access
The assistant sees and changes only what your UserVoice admin account can
SOC 2
Type II certified, GDPR compliant, built to WCAG standards
UserVoice helps us turn customer feedback into shared intelligence across the business. As more teams engage, we get stronger insights, better analytics, and real momentum toward embedding the customer voice into our decision-making.
Ariana Newton, Product Operations Manager at Optimizely

Ariana Newton

Product Operations Manager @ Optimizely
We can quickly surface a complete, data-backed view of every client interaction (questions, feedback, and responses) and turn that into clear insights for renewals. It shows customers we’re listening and acting on what they tell us.
Kathryn Doebler, Director of Product Operations at Freewheel

Kathryn Doebler

Director of Product Operations @ Freewheel
There are a lot of problems to solve out there, and spending time on something that isn’t the most impactful for our users is heartbreaking. UserVoice challenges me to look at the overall picture of the struggles that our customers as a whole.
Megan Fangmeyer, Product Manager at Facts

Megan Fangmeyer

Product Manager @ Facts
From question to action

Ask the question. See the evidence. Act while it matters

01

Ask in plain language

Skip the filters and exports. Ask about ideas, accounts and users the way you would ask a colleague.

02

See the evidence

Get tables of real ideas, themes with verbatim customer quotes, and the supporters, accounts and revenue behind them.

03

Act with control

Log feedback, triage, organize and clean up. In the agent, you confirm every change before it runs.

What to expect

AI that answers from your data

Customer intelligence only works when people trust the answer. UserVoice AI shows the ideas, comments and accounts behind its answers.

01

Grounded in your live data

The agent queries your UserVoice instance in real time. It does not use anonymized or sample data, and it only answers questions about your UserVoice data.

02

The AI names, the database counts

The agent clusters ideas and writes the pain statement. Every number you see, from supporters to accounts, revenue and dates, is calculated directly from your database.

03

You see every change

In the agent, each change shows a confirmation card first and a receipt after. Through MCP, write actions run with your admin permissions and show up in the conversation.

The UserVoice agent

Ask UserVoice anything, inside UserVoice

The UserVoice agent lives in your admin console next to your ideas and feedback. Ask a question in plain language and it reads your data in real time, reasons over it and answers with a written summary and clickable tables in a persistent, multi-turn chat.

  • Search ideas by status, category, forum, label, list, account, keyword or date, sorted by votes, revenue, recency or trend
  • Count and break down ideas by month, week, year, status, category, forum or source
  • Open the agent from your ideas grid and ask about the ideas you have selected
  • Start from starter prompts for revenue impact, triage, account insights and prioritization
Read the UserVoice agent guide →
UserVoice agent
What are our top 10 requests from enterprise accounts by revenue?
Answer

Single sign-on leads with $1.2M in supporting enterprise revenue, followed by audit logs and custom roles. The table lists all ten with their accounts and status.

10 ideas34 accountsSorted by revenue
View table
Ask a follow-up question
The UserVoice agent Analyze theme panel with lenses for workarounds, a devils advocate challenge, research questions and user benefits
Themes with evidence

Find the pain behind the requests

Ask an analytical question and the agent reads the titles, descriptions and customer comments of the ideas in scope, then groups them into pain-based themes. Each theme comes with a specific pain statement, its intensity, its impact and a verbatim customer quote as evidence.

  • A theme only forms when at least two genuinely related ideas support it
  • Ideas that do not fit a clear pattern stay uncategorized
  • Drill into a theme through lenses: current workarounds, devil's-advocate challenges, research questions, the value of solving it, or sub-themes
Account and revenue context

Know which customers, and how much revenue, sit behind each request

The agent works across ideas, accounts and users. Filter accounts by revenue, lifecycle status, engagement, CRM data or your own custom account fields, then see what those customers are asking for.

  • Use the CRM fields you already sync into UserVoice from Salesforce or HubSpot, such as plan, segment, industry and revenue
  • Filter on custom account fields with relative dates like "renewing in the next 90 days"
  • Surface health scores, stage and renewal dates when your Gainsight integration is configured
UserVoice ideas grid sorted by revenue impact, with category, label, status and urgency for each idea
Confirm change

Set internal status of 14 ideas to Under Review

14 ideas
Single sign-on for enterprise plansGathering feedback
Audit log exportNew
Custom roles for adminsNeeds triage
Note for the team: reviewing these with platform engineering this sprint.
CancelConfirm
Take action

Turn what you heard into organized, owned work

Ask the agent to make a change and it proposes the change, shows exactly what will happen and waits for you. Before it creates an idea, it checks for an existing one about the same request and shows similar ideas on the card.

  • Capture feedback: create an idea for yourself or a customer, add a person's words to an existing idea, add voters, or flag ideas as important
  • Organize: save ideas as a new list, add or remove ideas from a list, and update labels
  • Triage: set internal status with an optional note, assign an owner, or edit one idea's title, description or category
  • Clean up: merge duplicates, delete ideas, or mark ideas as spam
UserVoice MCP

Bring UserVoice into the AI assistants your teams already use

Connect your UserVoice account once, then ask about ideas, accounts and users from the assistant you already work in. UserVoice supports Client ID Metadata Documents (CIMD), the client registration method the MCP specification recommends. Your assistant identifies itself with a URL it publishes, and UserVoice verifies it at sign-in. Nobody creates or pastes a client ID or secret.

Claude
claude.ai, the desktop app and Claude Code
  • Ask about your UserVoice ideas, accounts and users without leaving Claude
  • Running more than one UserVoice site? Add a connector for each and name the one you want in your prompt
ChatGPT
UserVoice inside your ChatGPT conversations
  • Ask about ideas, accounts and users in the same chat where your team already works
  • Full-access admins can log a customer's words on an idea without leaving the chat
Codex and VS Code
Customer evidence for the people building the product
  • Query UserVoice from the Codex CLI, app or IDE extension, or from GitHub Copilot Chat in VS Code
  • Check demand for a feature without leaving your terminal or editor

On every assistant, each person signs in with their own UserVoice admin login, including SSO if your site uses it, and approves access on a consent page that shows the assistant's verified domain.

What UserVoice AI can see

Ideas, accounts and users, with the context attached

The agent and MCP work across the same three areas of your UserVoice data. Both respect your admin permissions.

Area
What it covers
Questions it answers
Ideas
Your full feedback backlog: titles, descriptions, comments, internal notes, statuses, dates, labels, themes, vote counts and revenue weights
Top requests by votes or revenue, ideas without a response, recently changed statuses, trending ideas, ideas matching a keyword
Accounts
Revenue, lifecycle status, supported idea counts, last activity, CRM data such as plan, segment and industry, and your custom account fields
Top accounts by revenue, what a specific customer wants, accounts with the most open requests, churned accounts that wanted a feature
Users
End users who create and support ideas, and admins, with name, email, linked account and idea activity
Who submitted or voted on an idea, what a specific person has asked for, the most engaged contributors at an account
Use cases

One customer truth, a question for every team

Each prompt below comes from UserVoice's own documentation and product updates. Swap in your own accounts, categories and labels. The agent uses the names already in your account.

Revenue and growth leaders
See where demand and revenue meet before the forecast call.
What are our top 10 requests from enterprise accounts by revenue?
Which enterprise-tier accounts renewing in the next 90 days support ideas we haven't planned?
Show me churned accounts that wanted Salesforce integration.
Product leaders
Defend priorities with customer-backed evidence.
Which themes have the most supporter activity this quarter?
Why do customers want this feature?
What are customers saying about the top API idea?
Product Ops
Triage and organize ideas from one chat.
Label these 'needs-scoping' and save them as a list called Q3 candidates.
Set the internal status on these ideas to Under Review.
Merge these two duplicates into the older SSO idea.
Customer success and account managers
Walk into every QBR and renewal knowing what the account asked for.
What is Acme Corp asking for that we haven't responded to?
What has Sarah at Acme been asking for?
Flag these three ideas as important for Globex. They came up in our renewal call.
Sales and support teams
Log what customers say, in their words, while it is fresh.
Add this quote from Dana at Acme to the SSO idea.
Summarize the feedback we have from Acme Corp in UserVoice.
What are the most-voted ideas in UserVoice from the last 30 days?
Engineers and technical teams
Check customer demand from the terminal or IDE.
Search UserVoice for ideas about SSO.
Group open UserVoice ideas by category and show counts.
What are the top-voted ideas in UserVoice this month?
Three ways in

The UserVoice agent, UserVoice MCP and the Admin API

Same customer intelligence, built for different places. Use the one that fits the job.

UserVoice agent
UserVoice MCP
Admin API
Where it runs
Inside the UserVoice admin console
Inside Claude, ChatGPT, Codex and GitHub Copilot Chat in VS Code
In your own applications and data workflows
Best for
Fast answers and actions next to your ideas grid
Using UserVoice context in the AI tools your teams already use
Custom integrations and structured data access
How you ask
Plain language, with starter prompts
Plain language, in your AI assistant
Code
Making changes
Confirmation card first, receipt after
Runs with your admin permissions, visible in the conversation
Programmatic, per your integration
Included in
Our new modern plans
Our new modern plans
Our new modern plans
Under the hood

What your AI assistant can do with UserVoice MCP

Your AI assistant chooses the UserVoice tool for each request. A few examples:

query_ideas
Query ideas
Search your feedback backlog by status, category, label, account or keyword, and sort by votes, revenue or recency.
get_account_details
Get account details
Pull an account's revenue, lifecycle status, CRM fields and the ideas it supports, before a QBR or renewal.
aggregate_ideas
Aggregate ideas
Group and count ideas by category, account or time period to see where demand is building.
create_feedback
Create feedback
Record a customer's words on an idea, so what you heard on a call lands in UserVoice with the account attached.
update_idea_status
Update idea status
Move ideas through your internal statuses as triage decisions are made, without opening the admin console.
merge_ideas
Merge ideas
Combine duplicate ideas into one, so votes, supporters and feedback count in a single place.
Always growing
UserVoice keeps adding tools. Your connector always lists the current set.
Write actions change live data in your UserVoice account, and only run with the permissions of the admin who signed in.
Security and governance

Enterprise security, and AI that stays inside your permissions

The agent and your AI assistant can only see and change what your UserVoice admin account can.
SOC 2 Type IIGDPR compliantSSO and SCIMOAuth 2.1 with PKCECIMD client registration
Permissions
Your permissions, exactly
Through MCP, the assistant acts with the same read and write permissions, and restrictions, as the UserVoice admin account you signed in with.
Revenue stays permissioned
Revenue and LTV fields, and sorting by revenue, require the revenue permission on your admin account.
Admin controls
Access follows the admin role
Full-access admins can act on what they find. View-only admins can ask anything and change nothing.
Individual authorization
Each person authorizes with their own UserVoice login, including SSO. Adding the connector for a team grants no one access to your account.
Data handling
Tenant isolation
The UserVoice agent can only query data from your UserVoice instance and cannot access other customers' data.
Encrypted at rest and in transit
Data is encrypted at rest with at least AES-256 and in transit with at least TLS 1.3, and individual PII elements are encrypted within database records.
Sign-in
No passwords shared
MCP sign-in uses OAuth 2.1 with PKCE, so the assistant never sees your UserVoice password. Revoke access at any time by disconnecting.
Verified clients
With CIMD, UserVoice checks the assistant's published identity at sign-in, and the consent page shows its verified domain.
SOC 2Type II
UserVoice maintains a SOC 2 Type II certification covering the Security, Availability and Confidentiality of its system, and shares its reports with current and prospective customers on request.
Plans and pricing

Included in our new modern plans

The UserVoice agent, UserVoice MCP and the API are included in our new modern plans. Read or write access follows each admin's permissions.

Plans
Starting at $12,000/yr
See the pricing page for what each plan includes.
UserVoice agent
Ask questions, find themes and take action inside the UserVoice admin console, with a confirmation card before every change.
UserVoice MCP
Use UserVoice from Claude, ChatGPT, Codex and GitHub Copilot Chat in VS Code, with the same permissions as your UserVoice admin account.
The UserVoice API
Build custom integrations and data workflows on the same customer intelligence, documented at developer.uservoice.com.
Connected by design

Works with the systems your customer context already lives in

UserVoice AI answers with the account context you already bring into UserVoice, and meets your team in the assistants they choose.

AI assistants
ClaudeClaude CodeChatGPTCodexGitHub Copilot Chat in VS Code
CRM and customer context
SalesforceHubSpotGainsight (add-on)
Delivery and collaboration
JiraAzure DevOpsSlackMicrosoft TeamsZendesk
Explore integrations →
Explore the capabilities

Go deeper where it matters

What teams need to know about UserVoice AI

What is UserVoice MCP?

UserVoice MCP is a server that lets you query and update your UserVoice data from an AI assistant such as Claude, ChatGPT or Codex in natural language. You can search ideas, aggregate feedback by category or account, pull account details, and update idea status and labels. It is included in our new modern plans.

What is the UserVoice agent?

The UserVoice agent is an AI assistant inside the UserVoice admin console. Ask natural-language questions about your ideas, accounts, users and themes, and get answers grounded in your actual UserVoice data, with written summaries and clickable tables in a persistent, multi-turn chat.

Which AI assistants can connect to UserVoice?

Claude (claude.ai, the desktop app and Claude Code), ChatGPT, Codex and GitHub Copilot Chat in Visual Studio Code. UserVoice supports Client ID Metadata Documents (CIMD), the client registration method the MCP specification recommends, so assistants are verified at sign-in and you never enter a client ID or secret. The Help Center lists current setup steps.

Can Claude or ChatGPT change data in UserVoice?

Yes, if your UserVoice admin account has write access. Tools can create ideas, record feedback, add voters, flag ideas, update status, labels, owner and details, manage lists, and merge, delete or mark ideas as spam. Changes happen in your live account and are visible in the conversation.

What can the assistant see in my UserVoice account?

Only what you can. The assistant acts with the same read and write permissions, and restrictions, as the UserVoice admin account you signed in with. Each team member authorizes individually, and an administrator adding the connector does not grant anyone access to your account.

Is connecting UserVoice to an AI assistant secure?

Yes. Sign-in uses OAuth 2.1 with PKCE, so the assistant never sees your UserVoice password, and CIMD lets UserVoice verify the assistant at sign-in. The consent page shows the assistant's verified domain. You can revoke access at any time by disconnecting the connector.

Is UserVoice SOC 2 certified?

Yes. UserVoice maintains a SOC 2 Type II certification covering the Security, Availability and Confidentiality of its system, and is GDPR compliant. UserVoice shares its reports with current and prospective customers who email compliance at uservoice.com.

How does UserVoice protect my data when I use AI?

The UserVoice agent is fully tenant-isolated, so it can only query data from your UserVoice instance. Data is encrypted at rest with at least AES-256 and in transit with at least TLS 1.3. Revenue fields stay behind the revenue permission, and view-only admins cannot make changes.

Which AI model powers the UserVoice agent?

The UserVoice agent is powered by OpenAI models, and UserVoice updates the model as better ones become available. The agent is fully tenant-isolated, so it cannot access other customers' data.

Can the agent access Salesforce, HubSpot or Gainsight data?

The agent surfaces CRM fields synced into your UserVoice accounts, such as plan, segment, industry and revenue, plus custom account fields. It cannot query Salesforce or HubSpot directly. With a Gainsight integration configured, it can surface health scores, stage and renewal dates.

How does the agent decide what counts as a theme?

It reads the ideas in scope, including titles, bodies and customer comments, and groups related ideas into pain-based themes with a verbatim quote. A theme needs at least two genuinely related ideas. Every number shown is calculated from your database, not estimated by the AI.

Will the agent email my customers?

Changes send the same notifications as doing them by hand. New ideas in public forums go live and notify admins who get new-idea emails. Adding feedback or voters does not email the customer, and merges only email supporters if you ask the agent to notify them.

How is MCP different from the Admin API?

MCP is designed for AI assistants to access UserVoice context through a standard protocol, using your admin permissions. The Admin API gives developers programmatic access for client applications, custom integrations and structured data workflows.

How do I get the UserVoice agent and MCP?

Both are included in our new modern plans. Starting at $12,000/yr. Open the agent from your UserVoice admin console. For MCP, add UserVoice as a connector in your AI assistant and sign in with your UserVoice admin account. See uservoice.com/pricing for plan details.

Can view-only admins use the agent and MCP?

Yes. Our new modern plans include unlimited view-only admins, and they can use the agent and MCP to ask questions, search ideas and look up accounts. Making changes needs a full-access admin, who can create feedback, update statuses and labels, and merge ideas.

MCP Playbook

Download our MCP Playbook

Get the most from UserVoice in ChatGPT, Claude and Codex. The playbook shows how product, customer success and revenue teams can put UserVoice MCP to work.

Book a demo →
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Bring one question about your customers

See how UserVoice AI answers it from your ideas, accounts and revenue, and what your team can do next.

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