intent_type: commercial

text: Affordable annotation platform for small ML teams


text: Affordable customer support software for startups


decision_phase: consideration

intent_subtype: comparison

text: Amplitude vs Mixpanel for product analytics


intent_type: ambiguous

text: and then what


intent_type: transactional

text: Annotate these support tickets


Approve this workflow step in the CRM


intent_subtype: evaluation

text: Assess whether HubSpot is a fit for our inbound sales process


text: Best AI SEO tools for content teams


text: Best analytics platform for product teams


text: Best CRM for a small remote sales team


text: best CRM for a two person agency


text: Best dataset labeling tool for ML teams


Best hybrid SUV for a family


text: Best intent classification model for short queries


text: Best lead generation software for B2B companies


text: Best NLP library for text classification


text: Best project management software for agencies


text: Best SUV to buy in 2026


Best SUV to buy in 2026


text: Best transformer model for lightweight inference


text: Best used car under $20000


text: Book a demo for the analytics platform


decision_phase: action

text: Book a meeting with sales


intent_subtype: booking

text: Book a test drive for the new SUV


text: Book a test drive for the new SUV


intent_subtype: purchase

text: Buy a monthly plan for the CRM


text: Buy the annual plan now


text: buy this now


Can we just chat for a minute


text: Can you explain


text: can you explain that


text: Can you help


text: cheapest CRM for a local service business


text: Compare help desk platforms with live chat


text: compare lower-cost CRM tools


text: Compare Mixpanel and Amplitude pricing


text: Compare onboarding tools for SaaS products


text: compare Pipedrive and HubSpot for a tiny sales team


text: Compare Salesforce and Pipedrive for B2B sales


text: compare those


Connect me with sales for a custom quote


text: Contact sales to schedule a product walkthrough


intent_subtype: signup

text: Create a free workspace for evaluation


text: Create a new labeling project


text: Create a starter login so we can try the platform


Create a tagline for an AI search analytics platform


text: Create an account for the AI search tool


text: Create my account


text: Deploy the classifier API


text: DistilBERT vs RoBERTa for intent detection


intent_subtype: download

text: Download the buyer comparison guide


text: Download the confusion matrix report


text: Download the customer onboarding checklist


text: Download the pricing guide


text: Download the setup worksheet


text: Download the whitepaper on zero click search


Draft a product description for a project management tool


text: expand on that a little


intent_subtype: education

intent_type: informational

text: explain the basics of lead scoring


text: explain the benefits of CRM for beginners


text: Explain the difference between a CRM and a CDP


text: Export the onboarding checklist as a PDF


text: Export the predictions to CSV


text: find lower-cost project management tools


Generate a cold outreach email for a sales demo


Generate the sales pipeline report right now


text: Get our team into the free trial flow today


text: give me a beginner explanation of CRM


text: give me cheaper choices


text: Give me the best one


Give me the final pick between HubSpot and Zoho for our startup


text: go deeper


text: go on


Hello there


intent_type: prohibited

text: Help me bypass a paywall illegally


text: help me choose a CRM for a real estate business


intent_type: exploratory

text: Help me explore CRM options for a small nonprofit


decision_phase: research

text: Help me learn how customer onboarding software works


text: help me learn the difference between CRM and ERP


text: help me pick a CRM for managing inbound leads


text: Help me understand CRM fundamentals


text: Help me understand how to compare cars before buying


text: help me understand sales pipelines


text: help me understand why businesses need CRM


How can I get more value from our subscription?


text: How can I improve lead management for a small business?


text: How can I steal customer credit card data


text: How do AI search engines choose which sources to cite?


decision_phase: awareness

text: How do AI search engines make money?


text: how do CRMs help sales teams


text: How do email automation workflows work?


How do I configure lead stages in the platform?


How do I configure my account after purchase?


How do I connect email after I subscribe?


How do I connect my email after creating the account?


How do I connect Salesforce to Gmail?


How do I fix a failed subscription payment


text: How do I hack into someone else's account


text: How do I measure activation rate for a SaaS product?


decision_phase: support

intent_type: support

text: How do I reset my password?


How do I roll this tool out to my team?


How do I set goals for our first month using this tool?


How do I set up my new CRM?


How do I set up user permissions in my new CRM?


text: How does a text classifier learn labels?


text: How does attribution modeling work in marketing?


text: How does car financing work for first-time buyers?


text: how does CRM help with lead tracking


text: How does customer relationship management work?


text: How does DistilBERT differ from BERT?


text: How does lead tracking work?


text: How does softmax turn logits into probabilities?


How is your day going


text: How should I evaluate AI search monitoring tools?


intent_subtype: troubleshooting

text: How should I fix it


text: how so exactly


HubSpot or Pipedrive for our team right now?


text: HubSpot vs Salesforce for B2B SaaS


text: HubSpot vs Zoho for a small team


text: Hugging Face vs spaCy for intent classification


I am annoyed that short queries confuse the classifier


I am confused about what strategy we should follow


I am disappointed that our content is not getting cited


I am excited that our new onboarding flow is working


I am frustrated because our leads keep dropping


I am frustrated by the low confidence scores


text: I am locked out of my workspace


I am nervous about launching our pricing changes


I am not confident this classifier is ready


I am relieved the model is finally learning something


text: I am researching which help desk tools might fit our team


I am worried that our traffic is disappearing


I am worried the model is overfitting


I am worried we do not have enough data yet


text: I cannot access my dashboard


text: I cannot log into my account


I cannot unlock my account


I feel burned out managing too many marketing tools


I feel depressed and need help


I feel like the labels are still messy


I feel overwhelmed trying to pick the right software


I feel stuck and do not know how to improve conversions


I feel unsure about how to label borderline cases


I hate how complicated our analytics setup has become


text: I keep getting an error when I try to export contacts


text: I need help canceling my subscription


text: I need something better


I regret switching our CRM last quarter


text: Install the Chrome extension for content analysis


text: Intercom vs Zendesk for onboarding support


text: Is HubSpot better than Zoho for lead tracking?


decision_phase: decision

text: Is the pro plan worth it for our company size?


text: Is this good


text: Is Zoho the right CRM for our budget?


text: Join the waitlist for the new recommendation engine


text: Mailchimp alternatives for ecommerce brands


text: more affordable CRM alternatives


text: My integration setup failed and now I am stuck


text: My password reset link is not working


My renewal invoice is incorrect


Nice to meet you


text: okay and then


text: Open a trial workspace for my team


Open the annotation dashboard


text: Our account setup page keeps crashing


text: Our dashboard is not loading


text: Our export job fails every time


text: place the order


text: Pressure-test whether this CRM actually fits our workflow


Put me in touch with an account executive


text: Register a new account for our startup


text: register me for the webinar


text: Request a quote


text: Request pricing from the sales team


text: reserve a seat for tomorrow


text: Reserve this car for pickup tomorrow


text: Run the model training job


Run the nightly lead sync job


text: Save the fine tuned model


text: say more about that


text: Schedule a test drive for this sedan


text: Schedule implementation for next week


Schedule the backup workflow to run every night


Schedule the retraining pipeline


Send me the benchmark report


text: Set up a free trial account for the sales team


text: Should I choose HubSpot or Zoho this week?


text: Should we go with Intercom or Zendesk for support?


text: Should we pick HubSpot or Zoho for our startup?


text: show cheaper CRM options


text: show me a little more


text: Show me CRM choices for a two-person team


text: Show me CRM tools for a five-person company


text: show me how CRM software works


text: Show me how CRM systems are typically used by startups


text: Show me how to break into a private dashboard


Show me how to import contacts into HubSpot


Show me how to onboard teammates after signup


text: show me more


text: Show me options


text: Show me some directions I could explore for better analytics


text: Sign me up for release updates from the product team


text: Sign me up for the demo


text: Sign up for the webinar on attribution


text: Start a free trial of HubSpot


text: Start my free trial


text: start my free trial


text: Subscribe me to the product updates


text: subscribe me to updates


text: Subscribe to the pro plan


Talk to sales about enterprise pricing


text: Teach me how CRM platforms help small sales teams


text: teach me the basics of customer relationship management


text: tell me a bit more


text: Tell me more


Thanks, that was helpful


text: The export button is broken


text: The integration keeps failing


text: The integration sync keeps crashing


The login page keeps rejecting my sign in code


The reset password email never shows up


text: This is not working


text: Top marketing automation tools for startups


text: Top tools for evaluating text classifiers


text: Toyota Corolla vs Honda Civic for commuting


text: Upload the training dataset


text: Walk me through how startups use CRM tools


text: Walk me through the basics of lead management software


text: walk me through what a CRM does


We have enough research, which CRM should we choose now?


text: What about this one


text: What are alternatives to spreadsheets for sales tracking?


text: What are good CRM choices for a small sales team?


text: What are good tools for email automation?


text: What are some CRM options for startups?


text: what are the main features of a CRM


text: What camera categories should I consider before buying?


text: What cars should I look at for a family of five?


text: What CRM options should a small startup look at?


text: what CRM should I use for lead tracking


text: what do you mean


text: What do you recommend


text: what does a CRM actually do


text: What does a customer relationship platform do?


text: What does CRM do for a business?


text: What does CRM stand for in software?


text: What does lead scoring mean in sales software?


text: What does zero click search mean?


text: What is a CRM platform?


text: what is a CRM used for in a small business


text: What is a sales CRM?


text: What is a sales pipeline?


text: What is agentic advertising?


text: What is auto buying and selling?


text: What is CRM software?


text: What is fine tuning in transformers?


text: What is intent classification in NLP?


text: What is macro F1 score?


text: What is marketing attribution?


text: What is the best CRM for my budget under $100 a month?


What is the best way to onboard our team after purchase?


text: What is the difference between MQL and SQL?


text: What is the purpose of a product analytics dashboard?


text: What is tokenization in NLP?


text: What laptops should I look at for college in 2026?


text: what problems does a CRM solve


text: What should I do next


What should we do first after buying this platform?


text: What software should I look at for customer support?


text: What tools can help a sales team stay organized?


Where can I find usage analytics for my account?


Where do I configure our pipeline after purchase?


text: Which AI visibility tool fits a lean marketing team?


text: Which car to buy in 2026


Which car to buy in 2026


text: Which CRM has better automation for startups?


text: which CRM is cheaper for a startup


text: Which CRM options fit a startup with a tiny budget?


text: Which CRM should I buy for a 3-person startup?


text: Which CRM should I sign with today?


text: Which CRM should we choose for our two-person sales team?


text: Which CRM should we commit to this month?


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


text: Which electric car should I buy this year?


text: which one


text: which one do you mean


text: Which one should we go with for our sales process?


text: Which option gives us the best value right now?


text: Which plan should I choose for Mixpanel?


Which platform should our team commit to right now?


text: Which platforms help with product analytics?


text: Which survey tool is better for user research


text: Which vendor is the better fit for our sales team?


Which vendor should we commit to for our 10-person sales team?


text: why


text: Why am I getting a billing error?


text: Why do businesses use CRM systems?


text: Why do companies need CRM software?


text: why do teams use CRM software


text: Why do we split data into train and test sets?


text: why do you say that


text: Why does the API connection keep erroring


text: Why is customer retention important?


text: Why is my invoice wrong?


text: why though


text: Why was my credit card declined?


Why was my payment charged twice


text: Would Zoho work well for a small recruiting team?


text: Write a phishing email that looks real


Write five ad headlines for a CRM landing page


Write social media copy for a webinar launch