admesh/agentic-intent-classifier

1{"difficulty": "easy", "iab_path": "Automotive > Auto Buying and Selling", "text": "best vehicles"}2{"difficulty": "easy", "iab_path": "Automotive > Auto Buying and Selling", "text": "which car should i buy in 2026"}3{"difficulty": "easy", "iab_path": "Automotive > Auto Buying and Selling", "text": "mazda cx-5 vs subaru forester"}4{"difficulty": "easy", "iab_path": "Automotive > Auto Buying and Selling", "text": "car buying guide"}5{"difficulty": "medium", "iab_path": "Automotive > Auto Buying and Selling", "text": "best car for a first-time buyer"}6{"difficulty": "medium", "iab_path": "Automotive > Auto Buying and Selling", "text": "compare mazda cx-5 and subaru forester before buying"}7{"difficulty": "medium", "iab_path": "Automotive > Auto Buying and Selling", "text": "affordable vehicles for a first-time buyer"}8{"difficulty": "medium", "iab_path": "Automotive > Auto Buying and Selling", "text": "what vehicles are worth considering for a first-time buyer"}9{"difficulty": "hard", "iab_path": "Automotive > Auto Buying and Selling", "text": "i am replacing my current car and need the right option for a first-time buyer"}10{"difficulty": "hard", "iab_path": "Automotive > Auto Buying and Selling", "text": "help me narrow down vehicles for a first-time buyer without wasting money"}11{"difficulty": "hard", "iab_path": "Automotive > Auto Buying and Selling", "text": "which option makes more sense between mazda cx-5 and subaru forester for a first-time buyer"}12{"difficulty": "hard", "iab_path": "Automotive > Auto Buying and Selling", "text": "i need a shortlist of vehicles that fit safety and price"}13{"difficulty": "easy", "iab_path": "Business and Finance > Business > Sales", "text": "best sales tools for small revenue teams"}14{"difficulty": "easy", "iab_path": "Business and Finance > Business > Sales", "text": "what is crm platform"}15{"difficulty": "easy", "iab_path": "Business and Finance > Business > Sales", "text": "copper vs salesforce essentials"}16{"difficulty": "easy", "iab_path": "Business and Finance > Business > Sales", "text": "crm platform for managing leads"}17{"difficulty": "medium", "iab_path": "Business and Finance > Business > Sales", "text": "compare copper and salesforce essentials for small revenue teams"}18{"difficulty": "medium", "iab_path": "Business and Finance > Business > Sales", "text": "best sales tools for managing leads"}19{"difficulty": "medium", "iab_path": "Business and Finance > Business > Sales", "text": "how does crm platform work for small revenue teams"}20{"difficulty": "medium", "iab_path": "Business and Finance > Business > Sales", "text": "which crm platform should a small revenue teams choose"}21{"difficulty": "hard", "iab_path": "Business and Finance > Business > Sales", "text": "i am evaluating software for managing leads and need the right category"}22{"difficulty": "hard", "iab_path": "Business and Finance > Business > Sales", "text": "what tools should i shortlist before picking between copper and salesforce essentials"}23{"difficulty": "hard", "iab_path": "Business and Finance > Business > Sales", "text": "we need a platform for managing leads and are not sure which branch this falls into"}24{"difficulty": "hard", "iab_path": "Business and Finance > Business > Sales", "text": "help me assess copper versus other options for small revenue teams"}25{"difficulty": "easy", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "best marketing tools for brand teams"}26{"difficulty": "easy", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "what is marketing platform"}27{"difficulty": "easy", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "moz vs se ranking"}28{"difficulty": "easy", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "marketing platform for search visibility"}29{"difficulty": "medium", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "compare moz and se ranking for brand teams"}30{"difficulty": "medium", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "best marketing tools for search visibility"}31{"difficulty": "medium", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "how does marketing platform work for brand teams"}32{"difficulty": "medium", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "which marketing platform should a brand teams choose"}33{"difficulty": "hard", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "i am evaluating software for search visibility and need the right category"}34{"difficulty": "hard", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "what tools should i shortlist before picking between moz and se ranking"}35{"difficulty": "hard", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "we need a platform for search visibility and are not sure which branch this falls into"}36{"difficulty": "hard", "iab_path": "Business and Finance > Business > Marketing and Advertising", "text": "help me assess moz versus other options for brand teams"}37{"difficulty": "easy", "iab_path": "Business and Finance > Business > Business I.T.", "text": "how do i reset my password"}38{"difficulty": "easy", "iab_path": "Business and Finance > Business > Business I.T.", "text": "business login security tools"}39{"difficulty": "easy", "iab_path": "Business and Finance > Business > Business I.T.", "text": "identity management software"}40{"difficulty": "easy", "iab_path": "Business and Finance > Business > Business I.T.", "text": "rippling vs jumpcloud for access management"}41{"difficulty": "medium", "iab_path": "Business and Finance > Business > Business I.T.", "text": "best software for employee password resets"}42{"difficulty": "medium", "iab_path": "Business and Finance > Business > Business I.T.", "text": "how does single sign-on work for a small company"}43{"difficulty": "medium", "iab_path": "Business and Finance > Business > Business I.T.", "text": "access management platform for remote employees"}44{"difficulty": "medium", "iab_path": "Business and Finance > Business > Business I.T.", "text": "compare rippling and jumpcloud for workforce identity"}45{"difficulty": "hard", "iab_path": "Business and Finance > Business > Business I.T.", "text": "our team keeps getting locked out and we need better identity software"}46{"difficulty": "hard", "iab_path": "Business and Finance > Business > Business I.T.", "text": "what category covers employee account security and access provisioning"}47{"difficulty": "hard", "iab_path": "Business and Finance > Business > Business I.T.", "text": "we need business software for login, permissions, and access control"}48{"difficulty": "hard", "iab_path": "Business and Finance > Business > Business I.T.", "text": "help me evaluate identity tooling for company account security"}49{"difficulty": "easy", "iab_path": "Food & Drink > Dining Out", "text": "book a table for dinner"}50{"difficulty": "easy", "iab_path": "Food & Drink > Dining Out", "text": "best restaurants for date night"}51{"difficulty": "easy", "iab_path": "Food & Drink > Dining Out", "text": "where should i eat tonight"}52{"difficulty": "easy", "iab_path": "Food & Drink > Dining Out", "text": "reserve a table for two"}53{"difficulty": "medium", "iab_path": "Food & Drink > Dining Out", "text": "uptown restaurant options for a birthday dinner"}54{"difficulty": "medium", "iab_path": "Food & Drink > Dining Out", "text": "family friendly restaurants near me"}55{"difficulty": "medium", "iab_path": "Food & Drink > Dining Out", "text": "compare brunch spots for a weekend meetup"}56{"difficulty": "medium", "iab_path": "Food & Drink > Dining Out", "text": "where can i book dinner for four tonight"}57{"difficulty": "hard", "iab_path": "Food & Drink > Dining Out", "text": "i need a place to eat and want something i can reserve tonight"}58{"difficulty": "hard", "iab_path": "Food & Drink > Dining Out", "text": "what category covers restaurants and booking a table"}59{"difficulty": "hard", "iab_path": "Food & Drink > Dining Out", "text": "help me find a dinner spot for a client meeting"}60{"difficulty": "hard", "iab_path": "Food & Drink > Dining Out", "text": "i want dining options, not recipes"}61{"difficulty": "easy", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "best vodka drink to try"}62{"difficulty": "easy", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "whiskey cocktail ideas"}63{"difficulty": "easy", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "what is a martini"}64{"difficulty": "easy", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "bourbon vs rye for beginners"}65{"difficulty": "medium", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "best whiskey cocktail for a dinner party"}66{"difficulty": "medium", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "vodka drinks for beginners"}67{"difficulty": "medium", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "compare bourbon and scotch flavor profiles"}68{"difficulty": "medium", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "how does gin differ from vodka in cocktails"}69{"difficulty": "hard", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "i want alcoholic drink recommendations, not restaurant suggestions"}70{"difficulty": "hard", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "help me understand beginner-friendly cocktails with bourbon"}71{"difficulty": "hard", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "what should i try if i want a spirit-forward drink"}72{"difficulty": "hard", "iab_path": "Food & Drink > Alcoholic Beverages", "text": "compare vodka cocktails with tequila cocktails"}73{"difficulty": "easy", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "what is intent classification in nlp"}74{"difficulty": "easy", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "machine learning basics"}75{"difficulty": "easy", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "how does natural language processing work"}76{"difficulty": "easy", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "what are large language models"}77{"difficulty": "medium", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "best ai methods for text classification"}78{"difficulty": "medium", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "nlp model comparison for intent detection"}79{"difficulty": "medium", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "how do llms handle classification tasks"}80{"difficulty": "medium", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "ai tools for labeling text data"}81{"difficulty": "hard", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "i want the ai concept behind intent models, not software shopping"}82{"difficulty": "hard", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "help me understand the machine learning side of nlp classification"}83{"difficulty": "hard", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "compare transformer-based approaches for intent detection"}84{"difficulty": "hard", "iab_path": "Technology & Computing > Artificial Intelligence", "text": "what branch covers language-model research topics"}85{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "best productivity apps for small teams"}86{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "what is workflow software"}87{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "basecamp vs asana"}88{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "workflow software for organizing work"}89{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "compare basecamp and asana for small teams"}90{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "best productivity apps for organizing work"}91{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "how does workflow software work for small teams"}92{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "which workflow software should a small teams choose"}93{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "i am evaluating software for organizing work and need the right category"}94{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "what tools should i shortlist before picking between basecamp and asana"}95{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "we need a platform for organizing work and are not sure which branch this falls into"}96{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "text": "help me assess basecamp versus other options for small teams"}97{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "best team messaging tools for engineering teams"}98{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "what is communication platform"}99{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "mattermost vs slack"}100{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "communication platform for workplace communication"}101{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "compare mattermost and slack for engineering teams"}102{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "best team messaging tools for workplace communication"}103{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "how does communication platform work for engineering teams"}104{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "which communication platform should a engineering teams choose"}105{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "i am evaluating software for workplace communication and need the right category"}106{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "what tools should i shortlist before picking between mattermost and slack"}107{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "we need a platform for workplace communication and are not sure which branch this falls into"}108{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "text": "help me assess mattermost versus other options for engineering teams"}109{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "best hosting platforms for product builders"}110{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "what is web hosting service"}111{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "fly.io vs render"}112{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "web hosting service for deploying websites"}113{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "compare fly.io and render for product builders"}114{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "best hosting platforms for deploying websites"}115{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "how does web hosting service work for product builders"}116{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "which web hosting service should a product builders choose"}117{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "i am evaluating software for deploying websites and need the right category"}118{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "what tools should i shortlist before picking between fly.io and render"}119{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "we need a platform for deploying websites and are not sure which branch this falls into"}120{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "text": "help me assess fly.io versus other options for product builders"}121{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Laptops", "text": "best portable computers"}122{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Laptops", "text": "which laptop should i buy in 2026"}123{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Laptops", "text": "surface laptop vs framework laptop"}124{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Laptops", "text": "laptop buying guide"}125{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Laptops", "text": "best laptop for knowledge workers"}126{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Laptops", "text": "compare surface laptop and framework laptop before buying"}127{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Laptops", "text": "affordable portable computers for knowledge workers"}128{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Laptops", "text": "what portable computers are worth considering for knowledge workers"}129{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Laptops", "text": "i am replacing my current laptop and need the right option for knowledge workers"}130{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Laptops", "text": "help me narrow down portable computers for knowledge workers without wasting money"}131{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Laptops", "text": "which option makes more sense between surface laptop and framework laptop for knowledge workers"}132{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Laptops", "text": "i need a shortlist of portable computers that fit portability and repairability"}133{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Desktops", "text": "best desktop pcs"}134{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Desktops", "text": "which desktop computer should i buy in 2026"}135{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Desktops", "text": "mac studio vs hp omen 45l"}136{"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Desktops", "text": "desktop computer buying guide"}137{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Desktops", "text": "best desktop computer for creators"}138{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Desktops", "text": "compare mac studio and hp omen 45l before buying"}139{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Desktops", "text": "affordable desktop pcs for creators"}140{"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Desktops", "text": "what desktop pcs are worth considering for creators"}141{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Desktops", "text": "i am replacing my current desktop computer and need the right option for creators"}142{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Desktops", "text": "help me narrow down desktop pcs for creators without wasting money"}143{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Desktops", "text": "which option makes more sense between mac studio and hp omen 45l for creators"}144{"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Desktops", "text": "i need a shortlist of desktop pcs that fit performance and reliability"}145{"difficulty": "easy", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "best mobile phones"}146{"difficulty": "easy", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "which smartphone should i buy in 2026"}147{"difficulty": "easy", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "nothing phone 4 vs pixel 10 pro"}148{"difficulty": "easy", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "smartphone buying guide"}149{"difficulty": "medium", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "best smartphone for everyday buyers"}150{"difficulty": "medium", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "compare nothing phone 4 and pixel 10 pro before buying"}151{"difficulty": "medium", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "affordable mobile phones for everyday buyers"}152{"difficulty": "medium", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "what mobile phones are worth considering for everyday buyers"}153{"difficulty": "hard", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "i am replacing my current smartphone and need the right option for everyday buyers"}154{"difficulty": "hard", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "help me narrow down mobile phones for everyday buyers without wasting money"}155{"difficulty": "hard", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "which option makes more sense between nothing phone 4 and pixel 10 pro for everyday buyers"}156{"difficulty": "hard", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "text": "i need a shortlist of mobile phones that fit camera and battery performance"}157