| {"difficulty": "easy", "iab_path": "Automotive > Auto Buying and Selling", "source": "iab_cross_vertical_benchmark", "text": "Which car should I buy for commuting?"} | |
| {"difficulty": "medium", "iab_path": "Automotive > Auto Buying and Selling", "source": "iab_cross_vertical_benchmark", "text": "Best used SUV for a family of four"} | |
| {"difficulty": "hard", "iab_path": "Automotive > Auto Buying and Selling", "source": "iab_cross_vertical_benchmark", "text": "I need a shortlist of practical cars before making a purchase this month"} | |
| {"difficulty": "easy", "iab_path": "Business and Finance > Business > Sales", "source": "iab_cross_vertical_benchmark", "text": "What is CRM software?"} | |
| {"difficulty": "medium", "iab_path": "Business and Finance > Business > Sales", "source": "iab_cross_vertical_benchmark", "text": "HubSpot vs Zoho for a small team"} | |
| {"difficulty": "hard", "iab_path": "Business and Finance > Business > Sales", "source": "iab_cross_vertical_benchmark", "text": "Need software to manage leads and pipeline for a startup sales team"} | |
| {"difficulty": "easy", "iab_path": "Business and Finance > Business > Marketing and Advertising", "source": "iab_cross_vertical_benchmark", "text": "Best SEO tools for content teams"} | |
| {"difficulty": "medium", "iab_path": "Business and Finance > Business > Marketing and Advertising", "source": "iab_cross_vertical_benchmark", "text": "How should I compare ad attribution platforms?"} | |
| {"difficulty": "hard", "iab_path": "Business and Finance > Business > Marketing and Advertising", "source": "iab_cross_vertical_benchmark", "text": "Need software to measure channel performance across paid and organic campaigns"} | |
| {"difficulty": "easy", "iab_path": "Business and Finance > Business > Business I.T.", "source": "iab_cross_vertical_benchmark", "text": "How do I reset my work password?"} | |
| {"difficulty": "medium", "iab_path": "Business and Finance > Business > Business I.T.", "source": "iab_cross_vertical_benchmark", "text": "My employees keep getting locked out of their accounts"} | |
| {"difficulty": "hard", "iab_path": "Business and Finance > Business > Business I.T.", "source": "iab_cross_vertical_benchmark", "text": "Need identity and access software for login, permissions, and account security"} | |
| {"difficulty": "easy", "iab_path": "Food & Drink > Dining Out", "source": "iab_cross_vertical_benchmark", "text": "Book a table for six tonight"} | |
| {"difficulty": "medium", "iab_path": "Food & Drink > Dining Out", "source": "iab_cross_vertical_benchmark", "text": "Good restaurants for a client dinner downtown"} | |
| {"difficulty": "hard", "iab_path": "Food & Drink > Dining Out", "source": "iab_cross_vertical_benchmark", "text": "Need a place to eat tonight where I can make a reservation online"} | |
| {"difficulty": "easy", "iab_path": "Food & Drink > Alcoholic Beverages", "source": "iab_cross_vertical_benchmark", "text": "Which whiskey cocktail should I order?"} | |
| {"difficulty": "medium", "iab_path": "Food & Drink > Alcoholic Beverages", "source": "iab_cross_vertical_benchmark", "text": "Best vodka drinks for beginners"} | |
| {"difficulty": "hard", "iab_path": "Food & Drink > Alcoholic Beverages", "source": "iab_cross_vertical_benchmark", "text": "Want a spirit-forward drink recommendation, not a restaurant suggestion"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Artificial Intelligence", "source": "iab_cross_vertical_benchmark", "text": "What is intent classification in NLP?"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Artificial Intelligence", "source": "iab_cross_vertical_benchmark", "text": "How do large language models handle text classification?"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Artificial Intelligence", "source": "iab_cross_vertical_benchmark", "text": "Need the machine learning concept behind language understanding, not software to buy"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "source": "iab_cross_vertical_benchmark", "text": "Best workflow software for a small operations team"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "source": "iab_cross_vertical_benchmark", "text": "Need project management software for a distributed team"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications", "source": "iab_cross_vertical_benchmark", "text": "Looking for a business software platform to organize internal workflows"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "source": "iab_cross_vertical_benchmark", "text": "Best communication software for remote teams"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "source": "iab_cross_vertical_benchmark", "text": "Slack vs Teams for internal messaging"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Computer Software and Applications > Communication", "source": "iab_cross_vertical_benchmark", "text": "Need a workplace chat tool for cross-functional collaboration"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "source": "iab_cross_vertical_benchmark", "text": "Vercel vs Netlify for website hosting"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "source": "iab_cross_vertical_benchmark", "text": "Best hosting platform for a startup website"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Internet > Web Hosting", "source": "iab_cross_vertical_benchmark", "text": "Need a managed hosting provider to deploy and run our marketing site"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Laptops", "source": "iab_cross_vertical_benchmark", "text": "Which laptop should I buy for college?"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Laptops", "source": "iab_cross_vertical_benchmark", "text": "Best laptop for work and study under 1200"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Laptops", "source": "iab_cross_vertical_benchmark", "text": "Need a portable computer with good battery life for everyday work"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Computing > Desktops", "source": "iab_cross_vertical_benchmark", "text": "Best desktop for video editing"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Computing > Desktops", "source": "iab_cross_vertical_benchmark", "text": "Which desktop computer should I buy for a home office?"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Computing > Desktops", "source": "iab_cross_vertical_benchmark", "text": "Need a desktop PC with strong performance for creative work"} | |
| {"difficulty": "easy", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "source": "iab_cross_vertical_benchmark", "text": "Best phone with a good camera under 700"} | |
| {"difficulty": "medium", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "source": "iab_cross_vertical_benchmark", "text": "Should I buy an iPhone or Pixel this year?"} | |
| {"difficulty": "hard", "iab_path": "Technology & Computing > Consumer Electronics > Smartphones", "source": "iab_cross_vertical_benchmark", "text": "Need a new smartphone with strong battery life and a clean software experience"} | |
| {"difficulty": "easy", "iab_path": "Style & Fashion", "source": "iab_cross_vertical_benchmark", "text": "Best shoes under 100 dollars"} | |
| {"difficulty": "medium", "iab_path": "Style & Fashion", "source": "iab_cross_vertical_benchmark", "text": "Affordable fashion accessories for everyday wear"} | |
| {"difficulty": "hard", "iab_path": "Style & Fashion", "source": "iab_cross_vertical_benchmark", "text": "Need style recommendations for clothing and footwear without a specific brand in mind"} | |
| {"difficulty": "easy", "iab_path": "Style & Fashion > Women's Fashion > Women's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Best women's running shoes under 100 dollars"} | |
| {"difficulty": "medium", "iab_path": "Style & Fashion > Women's Fashion > Women's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Comfortable women's sneakers for walking all day"} | |
| {"difficulty": "hard", "iab_path": "Style & Fashion > Women's Fashion > Women's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Need women's footwear for commuting that looks polished but feels comfortable"} | |
| {"difficulty": "easy", "iab_path": "Style & Fashion > Men's Fashion > Men's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Best men's sneakers for daily wear"} | |
| {"difficulty": "medium", "iab_path": "Style & Fashion > Men's Fashion > Men's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Good men's dress shoes for office use"} | |
| {"difficulty": "hard", "iab_path": "Style & Fashion > Men's Fashion > Men's Shoes and Footwear", "source": "iab_cross_vertical_benchmark", "text": "Need men's footwear that works for workdays and weekend walking"} | |
| {"difficulty": "easy", "iab_path": "Travel > Travel Type > Hotels and Motels", "source": "iab_cross_vertical_benchmark", "text": "Need a hotel in Chicago for two nights"} | |
| {"difficulty": "medium", "iab_path": "Travel > Travel Type > Hotels and Motels", "source": "iab_cross_vertical_benchmark", "text": "Best hotels near Times Square for a weekend trip"} | |
| {"difficulty": "hard", "iab_path": "Travel > Travel Type > Hotels and Motels", "source": "iab_cross_vertical_benchmark", "text": "Looking for a place to stay during a work trip, not general travel advice"} | |
| {"difficulty": "easy", "iab_path": "Real Estate > Real Estate Renting and Leasing", "source": "iab_cross_vertical_benchmark", "text": "Apartments for rent near downtown Austin"} | |
| {"difficulty": "medium", "iab_path": "Real Estate > Real Estate Renting and Leasing", "source": "iab_cross_vertical_benchmark", "text": "Best neighborhoods to lease a two-bedroom apartment in Seattle"} | |
| {"difficulty": "hard", "iab_path": "Real Estate > Real Estate Renting and Leasing", "source": "iab_cross_vertical_benchmark", "text": "Need rental listings for a short move, not home-buying advice"} | |
| {"difficulty": "easy", "iab_path": "Healthy Living > Fitness and Exercise > Running and Jogging", "source": "iab_cross_vertical_benchmark", "text": "Best running plan for a first 10k"} | |
| {"difficulty": "medium", "iab_path": "Healthy Living > Fitness and Exercise > Running and Jogging", "source": "iab_cross_vertical_benchmark", "text": "How should I train for a half marathon as a beginner?"} | |
| {"difficulty": "hard", "iab_path": "Healthy Living > Fitness and Exercise > Running and Jogging", "source": "iab_cross_vertical_benchmark", "text": "Need guidance on building a weekly jogging routine without getting injured"} | |
| {"difficulty": "easy", "iab_path": "Sports > Soccer", "source": "iab_cross_vertical_benchmark", "text": "How do offside rules work in soccer?"} | |
| {"difficulty": "medium", "iab_path": "Sports > Soccer", "source": "iab_cross_vertical_benchmark", "text": "Best soccer drills for beginner players"} | |
| {"difficulty": "hard", "iab_path": "Sports > Soccer", "source": "iab_cross_vertical_benchmark", "text": "Need help understanding football tactics for the Premier League, not fantasy sports"} | |
| {"difficulty": "easy", "iab_path": "Books and Literature > Fiction", "source": "iab_cross_vertical_benchmark", "text": "Recommend a good fantasy novel to read"} | |
| {"difficulty": "medium", "iab_path": "Books and Literature > Fiction", "source": "iab_cross_vertical_benchmark", "text": "Best fiction books for a long flight"} | |
| {"difficulty": "hard", "iab_path": "Books and Literature > Fiction", "source": "iab_cross_vertical_benchmark", "text": "Looking for a character-driven novel, not comics or poetry"} | |
| {"difficulty": "easy", "iab_path": "Home & Garden > Home Improvement", "source": "iab_cross_vertical_benchmark", "text": "How much does a kitchen remodel usually cost?"} | |
| {"difficulty": "medium", "iab_path": "Home & Garden > Home Improvement", "source": "iab_cross_vertical_benchmark", "text": "Best tools for a DIY bathroom renovation"} | |
| {"difficulty": "hard", "iab_path": "Home & Garden > Home Improvement", "source": "iab_cross_vertical_benchmark", "text": "Need practical advice for upgrading an older house, not interior decor inspiration"} | |
| {"difficulty": "easy", "iab_path": "Education > Online Education", "source": "iab_cross_vertical_benchmark", "text": "Best online courses for learning Python"} | |
| {"difficulty": "medium", "iab_path": "Education > Online Education", "source": "iab_cross_vertical_benchmark", "text": "What are good platforms for remote professional classes?"} | |
| {"difficulty": "hard", "iab_path": "Education > Online Education", "source": "iab_cross_vertical_benchmark", "text": "Need internet-based training options I can finish after work hours"} | |
| {"difficulty": "easy", "iab_path": "Education > College Education > Postgraduate Education", "source": "iab_cross_vertical_benchmark", "text": "best universities to study masters"} | |
| {"difficulty": "medium", "iab_path": "Education > College Education > Postgraduate Education", "source": "iab_cross_vertical_benchmark", "text": "which graduate schools have strong data science programs"} | |
| {"difficulty": "hard", "iab_path": "Education > College Education > Postgraduate Education", "source": "iab_cross_vertical_benchmark", "text": "need postgraduate options for a master's degree, not short online courses"} | |
| {"difficulty": "easy", "iab_path": "Medical Health", "source": "iab_cross_vertical_benchmark", "text": "what do these allergy symptoms mean"} | |
| {"difficulty": "medium", "iab_path": "Medical Health", "source": "iab_cross_vertical_benchmark", "text": "when should i see a doctor for persistent knee pain"} | |
| {"difficulty": "hard", "iab_path": "Medical Health", "source": "iab_cross_vertical_benchmark", "text": "need medical advice about symptoms, not wellness or fitness tips"} | |
| {"difficulty": "easy", "iab_path": "Careers > Job Search", "source": "iab_cross_vertical_benchmark", "text": "best remote jobs for data analysts"} | |
| {"difficulty": "medium", "iab_path": "Careers > Job Search", "source": "iab_cross_vertical_benchmark", "text": "where should i look for product manager openings"} | |
| {"difficulty": "hard", "iab_path": "Careers > Job Search", "source": "iab_cross_vertical_benchmark", "text": "need help finding a new role and preparing for interviews"} | |
| {"difficulty": "easy", "iab_path": "Personal Finance > Financial Planning", "source": "iab_cross_vertical_benchmark", "text": "how much should i save each month"} | |
| {"difficulty": "medium", "iab_path": "Personal Finance > Financial Planning", "source": "iab_cross_vertical_benchmark", "text": "best budgeting approach for a growing family"} | |
| {"difficulty": "hard", "iab_path": "Personal Finance > Financial Planning", "source": "iab_cross_vertical_benchmark", "text": "need help planning savings and retirement, not business finance advice"} | |
| {"difficulty": "easy", "iab_path": "Family and Relationships > Parenting", "source": "iab_cross_vertical_benchmark", "text": "tips for parenting a toddler"} | |
| {"difficulty": "medium", "iab_path": "Family and Relationships > Parenting", "source": "iab_cross_vertical_benchmark", "text": "how do i help my teenager spend less time online"} | |
| {"difficulty": "hard", "iab_path": "Family and Relationships > Parenting", "source": "iab_cross_vertical_benchmark", "text": "need parenting advice for a child starting preschool"} | |
| {"difficulty": "easy", "iab_path": "Home & Garden > Gardening", "source": "iab_cross_vertical_benchmark", "text": "best plants for a small balcony garden"} | |
| {"difficulty": "medium", "iab_path": "Home & Garden > Gardening", "source": "iab_cross_vertical_benchmark", "text": "how often should i water tomato plants"} | |
| {"difficulty": "hard", "iab_path": "Home & Garden > Gardening", "source": "iab_cross_vertical_benchmark", "text": "need gardening advice for a shady backyard, not interior decor ideas"} | |
| {"difficulty": "easy", "iab_path": "Entertainment > Movies", "source": "iab_cross_vertical_benchmark", "text": "What movie should we watch tonight?"} | |
| {"difficulty": "medium", "iab_path": "Entertainment > Movies", "source": "iab_cross_vertical_benchmark", "text": "Best thriller movies from the last few years"} | |
| {"difficulty": "hard", "iab_path": "Entertainment > Movies", "source": "iab_cross_vertical_benchmark", "text": "Looking for film recommendations, not TV shows or music"} | |