Run BigML predictions from any page without writing code
Use PixieBrix to customize and automate any tool you already use, right in your browser.
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"PixieBrix has solved one of our hardest operational problems - streamlining communication & product updates across support teams. Tracking and keeping everyone in the loop has yielded better agent performance, customer satisfaction & taken a huge burden off management."

Thatcher Foster

VP, Client Solutions

Top reasons to automate BigML in the browser
Trigger BigML predictions on data from any webpage in one click, skipping manual CSV exports
Display BigML prediction scores inline inside CRM or ops tools where decisions are made
Push BigML model outputs directly into downstream records without copy-pasting
Automate lead scoring, churn prediction, or fraud signals by wiring BigML into browser workflows
Connect BigML to 3000+ business tools without custom ML pipeline development
Works as a browser extension, with no server-side prediction service required for ad-hoc scoring
Integrate BigML with 3000+ apps
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Don’t see the integration you’re looking for? Check out our popular integrations.

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BigML frustrations that cost your team hours every week
  • Manually exporting data from operational tools and uploading to BigML for predictions
  • Copy-pasting BigML prediction results back into CRM, support, or ops tools
  • Context switching between BigML and the business systems that need ML insights
  • No quick way to trigger a BigML prediction from data on a live customer-facing page
  • Repetitive manual entry when logging ML model outputs into downstream workflows
  • Lack of in-context ML scoring displayed where business decisions are actually made
  • No easy pipeline from form submissions or webpage data to BigML predictions

Chat with AI to create your first custom workflow

Extract the lead attributes from this page and send them to BigML for a conversion probability score
Score This Lead
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Use the customer data shown on this account page to get a BigML churn risk prediction and display the result
Predict Churn Risk
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Extract the data fields from this record and classify it using my BigML model, then show the predicted category
Classify Record
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Ask me which CRM or ops tool I use, then log the BigML prediction result for this record with a confidence score
Log Prediction
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Summarize the BigML model evaluation metrics shown on this page into a plain-language performance summary
Summarize Model Performance
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Collect the attribute data from each row on this contacts page and prepare a batch prediction request for BigML
Batch Score Contacts
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Frequently Asked Questions

PixieBrix is designed for teams that want to move faster without heavy engineering effort. It is commonly used by support teams, operations teams, product teams, and technical teams who need to connect tools, reduce manual work, and ensure the right information reaches the right people at the right time.

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PixieBrix is a browser-based automation platform that lets you customize how the tools you already use work together. It allows teams to add context, automate workflows, and create guided experiences across apps like support tools, internal dashboards, and SaaS products without building or maintaining custom integrations.

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PixieBrix works by layering automation directly into the browser. It can read data from the page you are viewing, connect to APIs, and trigger actions like sending messages, filling forms, or enriching data in real time. This lets teams automate workflows exactly where work is already happening.

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2026 PixieBrix, Inc.