LabelingIQ makes it radically simple to crowdsource the documentation, labeling, contextualization, and semantic layers hiding in your data - so you can build more powerful AI and chatbot experiences with far less effort, and with much higher accuracy than one overworked analyst working alone or a pile of disconnected spreadsheets.
Built for teams who need accurate documentation, labels, context, and semantic definitions behind their data - gathered from the people who actually understand it, not guessed at by a model with no ground truth to learn from.
Run Consensus-Based campaigns that iterate until participants agree on a shared list of items, or Standard campaigns that simply collect and summarize answers once - pick whichever model fits the question you're asking, with the exact same easy setup either way.
Yes/No, Likert and semantic differential scales, currency, percentage, image and video picklists, or a fully custom categorical, numeric, or database-backed type built from a live query against your own SQL or NoSQL system.
Combine reusable lists - like a set of tables and a set of business functions - into a single question, and LabelingIQ automatically generates every combination for you. No copy-pasting the same question fifty times by hand.
Send a campaign to any combination of your organization's hierarchy - synced in from a native HR integration or via Web Services - or to any intersection of tags collected from participant profile surveys, down to a very specific slice of your workforce.
Every label, definition, and piece of context your crowd produces is available the moment it's ready, through a REST API or a full MCP Server - so your AI tools and agents can query real, human-verified ground truth directly.
A setup checklist on your Dashboard, a full step-by-step Help walkthrough for each campaign type, contextual guidance on every page, and an interactive guided tour that shows you exactly where to click - so a brand-new admin can launch a first campaign the same day.
Write a Description telling participants what the campaign is about and what to expect. Running a Consensus-Based campaign? Seed a Topic with the starting list of items - like a set of tables or datasets - you want the crowd to reach agreement on.
Pick from a wide range of built-in response types or build your own, write the questions you want answered, and use Snippets to multiply one question into dozens automatically wherever it makes sense.
Send the campaign to any combination of your org hierarchy, or to any intersection of participant tags - so exactly the right people, and only the right people, are asked.
Consensus-Based campaigns iterate automatically until real agreement is reached; Standard campaigns curate and summarize answers as they arrive. Either way, the finished labels, context, and semantic definitions are immediately queryable by your team, your API clients, or your AI agents via the MCP Server.
You don't need a training session to launch your first campaign. LabelingIQ walks every new admin through the entire process, with almost no learning curve.
Two simple checklists - one per campaign type - check themselves off automatically as you go and link straight to whatever step comes next.
A dedicated Help section spells out every step for both Consensus-Based and Standard campaigns in plain language, with real, worked examples.
Dismissible, contextual tips on each page tell you exactly which step of your campaign you're on and what to do next.
Click "Take a tour" and LabelingIQ spotlights the exact button to click, page by page, until your first campaign is live.
Every plan starts with a 7-day free trial. Add a payment method to get started - you won't be charged until your trial ends.
LabelingIQ has two kinds of account, with two separate sign-ins. The same person can hold both - work campaigns for your employer during the week, paid ones at the weekend - and neither one touches the other.
Run campaigns across your own workforce, or set a budget and recruit external participants when you need answers from outside it. Your team signs in with a company account - the password, LDAP or SSO you already use.
Start your 7-day free trialNo employer needed. Answer short campaigns for companies that recruit externally, and get paid for every one you take part in - with better pay for more careful answers. Join with an account you already have.
See how it worksTry LabelingIQ free for 7 days. No charge until your trial ends.
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