decision_phase: action

intent_subtype: purchase

text: Activate my subscription


text: Begin checkout


intent_type: commercial

text: Best cloud platform for deploying NLP models


decision_phase: consideration

text: Best CRM for a 3-person startup


text: best CRM for nonprofits


text: Best hybrid SUV for a family


text: Best managed GPU service for model training


text: Best vector database for semantic search


intent_subtype: booking

intent_type: transactional

text: book an appointment for Friday


intent_subtype: comparison

text: compare affordable help desk software


text: Compare Weights and Biases and MLflow


intent_subtype: signup

text: Create a new starter account so we can test the product


intent_subtype: evaluation

text: Evaluate whether HubSpot fits a five-person outbound team


decision_phase: research

intent_subtype: education

text: Explain CRM basics


intent_type: informational

text: explain how CRM works


text: explain why companies use CRM systems


text: Generate predictions for this file


Generate the dashboard report for this quarter


intent_type: ambiguous

text: go on then


Hey, how are you doing


intent_type: prohibited

text: How can I phish a user password


text: How do confusion matrices help evaluate a classifier?


decision_phase: awareness

text: How do CRM systems help sales teams?


decision_phase: support

intent_type: support

text: How do I contact support about a billing issue?


How do I import contacts after signing up?


How do I invite teammates after we sign up?


How do I invite teammates to the workspace?


text: How do sales pipelines work?


text: How does a CRM work?


text: How does overfitting happen in small datasets?


text: how so


HubSpot or Pipedrive for our team right now?


decision_phase: decision

text: HubSpot or Zoho for my team?


I am disappointed by the weak recall on edge cases


I am nervous about making the wrong label choices


I am second guessing our intent taxonomy


I feel better now that the baseline works


I feel stuck on the ambiguous examples


text: Install the evaluation package


text: My password reset link is not working


intent_subtype: troubleshooting

text: My team members are not receiving invites


text: Open a free trial account for our team


text: Open source alternatives to Labelbox


Run the scheduled data sync now


text: say more


text: schedule a demo for next week


text: Schedule a test drive for this sedan


text: show less expensive ones


text: show lower-cost analytics platforms


text: Show me how CRM systems help small businesses


text: Start the batch inference run


text: Submit the retraining job


text: Sync the labeled examples


We are at decision time, which platform should we pick?


text: what about pricing


text: what about that


text: What are the pros and cons of Intercom vs Zendesk?


text: What costs less HubSpot or Zoho?


text: what do you mean by that


text: What does product analytics measure?


text: what else


text: what exactly do you mean


What features should we enable first after signup?


text: What is car financing?


text: What is class imbalance in machine learning?


text: What is the difference between precision and recall?


intent_type: exploratory

text: What laptop types should I explore before buying?


What should we do first after we buy this platform?


text: What solutions exist for onboarding new users?


text: What tools can help reduce churn?


text: Which CRM integrates better with Gmail?


text: which CRM should a solo founder pick


text: Which CRM should we commit to before next month?


text: Which CRM tools are worth considering for a startup?


text: Which tool should we sign with this quarter?


Which vendor should our startup commit to this month?


text: Why does more labeled data improve model performance?


text: Why does the password reset email never arrive?


text: Would this CRM be a good fit for our support workflow?


Write a short landing page headline for a CRM