AI Prompt Tracking
We send real buying and research prompts to ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity every few days.
Then we break down every response to find which brands get named and what sources get cited.
The rankings shift before your traffic does. You see it here first.
114
Prompts tracked
11
Categories
6
AI Providers
Consumer & Shopping
High-intent product comparison prompts where AI recommends brands, retailers, and best-of options.
“Best hiking shoes for men under $200”
“Best laptop for college students”
“Best mattress for side sleepers”
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“Best running shoes for flat feet”
“Best noise cancelling headphones under $300”
“Best robot vacuum for pet hair”
“Best wireless earbuds for working out”
“Best espresso machine under $500”
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“Best carry-on luggage for frequent travelers”
“Best protein powder for muscle building”
“Best air purifier for allergies”
“Best ergonomic office chair under $500”
“Best electric toothbrush for sensitive gums”
“Best portable monitor for remote work”
“Best baby monitor without a subscription”
“Best nonstick cookware set without PFAS”
B2B Software
Software buying prompts for teams comparing tools across project management, analytics, support, billing, and operations.
“Best project management tool for remote teams”
“Best CRM for small business”
“Best email marketing tool for startups”
“Best product analytics platform for SaaS”
“Best observability platform for microservices”
“Best CDN for high-traffic websites”
“Best customer support platform for startups”
“Best design tool for product teams”
“Best CI/CD platform for small engineering teams”
“Best website builder for small business”
“Best help desk software for SaaS companies”
“Best payroll software for small business”
“Best team wiki software for startups”
“Best meeting transcription tool for remote teams”
“Best billing platform for SaaS companies”
Health & Wellness
Wellness and care research prompts spanning digital health services, supplements, sleep, fitness, and personal care.
“Best online therapy platforms”
“Best vitamins for energy and focus”
“Best teeth whitening products that actually work”
“Best meditation app for beginners”
“Best home gym equipment on a budget”
“Best sleep tracker for insomnia”
“Best online psychiatry services”
“Best telehealth platform for prescription refills”
“Best fertility tracking app”
“Best supplements for perimenopause”
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“Best online dermatology service”
Local & Service
Service-oriented consumer prompts across home services, privacy, delivery, and career support.
“Best meal delivery service for families”
“Best standing desk for home office”
“Best home security system without a contract”
“Best language learning app for adults”
“Best VPN for privacy”
“Best resume builder for job seekers”
“Best online tutoring platform for kids”
“Best house cleaning service for recurring cleanings”
“Best pest control service for termites”
“Best HVAC company for AC replacement”
“Best plumbing service for emergency repairs”
“Best moving company for interstate moves”
Finance & Insurance
Money, insurance, and banking prompts with strong brand comparison intent and high-value decisions.
“Best credit cards for travel rewards”
“Best identity theft protection service”
“Best accounting software for freelancers”
“Best high-yield savings account”
“Best robo-advisor for beginners”
“Best business credit card for startups”
“Best tax software for self-employed”
“Best pet insurance for dogs”
“Best budgeting app for couples”
“Best business checking account for startups”
“Best travel insurance for international trips”
“Best life insurance for young families”
“Best mortgage lender for first-time home buyers”
Education & Learning
Learning and career development prompts covering tutoring, test prep, certifications, and online education brands.
“Best online learning platform for career changers”
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“Best SAT prep course online”
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“Best tutoring platform for high school math”
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“Best coding bootcamp for beginners”
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“Best project management certification course online”
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“Best data analytics course online”
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“Best online MBA program for working adults”
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Developer Infrastructure
Technical buyer prompts for hosting, observability, databases, APIs, and developer tooling.
“Best web hosting for small business”
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“Best managed WordPress hosting”
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“Best error tracking tool for web apps”
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“Best feature flag tool for SaaS”
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“Best API monitoring tool”
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“Best database hosting for Postgres”
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“Best authentication platform for SaaS”
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“Best cloud storage for teams”
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Security & Privacy
Security and privacy prompts covering password managers, endpoint protection, backup, and secure communications.
“Best password manager for teams”
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“Best password manager for families”
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“Best endpoint protection for small business”
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“Best MFA app for businesses”
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“Best secure email provider for privacy”
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“Best cloud backup service for small business”
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“Best identity and access management platform for startups”
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“Best encrypted messaging app for business”
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Travel & Hospitality
Trip-planning prompts across booking sites, airlines, eSIMs, lounges, resorts, and cruise brands.
“Best hotel booking site for last-minute deals”
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“Best eSIM for international travel”
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“Best trip planning app for multi-city travel”
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“Best airport lounge membership for frequent travelers”
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“Best all-inclusive resort brand for families”
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“Best cruise line for cruises to the Caribbean”
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“Best airline for premium economy international flights”
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“Best vacation rental site for large groups”
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HR & Recruiting
HR operations prompts for payroll, ATS, scheduling, background checks, performance, and time tracking.
“Best applicant tracking system for small business”
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“Best payroll and HR software for startups”
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“Best background check service for employers”
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“Best employee scheduling software for restaurants”
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“Best performance review software for remote teams”
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“Best time tracking software for consultants”
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“Best PEO for small business”
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“Best benefits administration software for growing companies”
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Marketing & Sales
Revenue and growth tooling prompts across SEO, social, webinars, proposals, outbound, and survey platforms.
“Best social media scheduling tool for small business”
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“Best SEO tool for startups”
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“Best webinar software for B2B SaaS”
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“Best proposal software for agencies”
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“Best sales engagement platform for outbound teams”
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“Best survey tool for product research”
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“Best marketing attribution software for SaaS”
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“Best affiliate management software for ecommerce brands”
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How we track prompts
1. Regular scanning
Every prompt goes to 6 AI models on a recurring schedule. Web search is on, so responses pull from what's actually online right now.
2. Brand extraction
We break down each response: which brands get mentioned, how many models agree on the same ones, and what sources they link to.
3. Trend tracking
We compare rankings scan to scan and flag when a brand gets picked up or dropped by a model.
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