Prompt Pulse · AI demand data
See what your market is asking AI
The real questions buyers ask ChatGPT, Perplexity, and Google AI Overviews — by industry, ranked by demand, and showing what's rising. Free, updated 2026-06-04, US/English.
Browse by industry
- Smart Home — Security cameras, hubs, thermostats, locks, vacuums and more. (100 prompts, 31 rising, 54 purchase-ready)
- SEO & AEO — SEO, AI search (AEO), content, links and rank tracking. (76 prompts, 11 rising, 38 purchase-ready)
- Cybersecurity — Endpoint, SIEM, vulnerability, identity and network security. (78 prompts, 22 rising, 39 purchase-ready)
- CRM & Sales Tech — CRM, sales engagement, pipeline and customer-support tooling. (66 prompts, 7 rising, 42 purchase-ready)
- Project Management — Project, work and collaboration tools for teams. (75 prompts, 8 rising, 52 purchase-ready)
- Accounting & Bookkeeping — Accounting, bookkeeping and finance software. (77 prompts, 1 rising, 39 purchase-ready)
- HR & Payroll — HR, recruiting, onboarding and payroll software. (80 prompts, 6 rising, 46 purchase-ready)
- Marketing & Email — Email marketing, automation, CDP and marketing analytics. (62 prompts, 9 rising, 33 purchase-ready)
- Ecommerce Platforms — Ecommerce platforms, website builders, checkout and selling tools. (71 prompts, 16 rising, 31 purchase-ready)
- AI Accelerators & GPUs — AI chips/accelerators, GPUs, GPU cloud and AI compute. (41 prompts, 21 purchase-ready)
- LLM Inference & Serving — LLM inference, model serving and AI training infrastructure. (31 prompts, 14 purchase-ready)
- AI Data, Storage & Memory — Vector databases, AI storage and memory for AI workloads. (58 prompts, 28 purchase-ready)
- MLOps & Experiment Tracking — Experiment tracking, model registry, pipelines and ML monitoring. (66 prompts, 5 rising, 35 purchase-ready)
- LLM Observability & Evaluation — Tracing, evals, guardrails and monitoring for LLM and agent apps. (34 prompts, 1 rising, 17 purchase-ready)
- AI Cloud & Cluster Infrastructure — GPU cloud, managed Kubernetes, training clusters and orchestration. (37 prompts, 2 rising, 20 purchase-ready)
- Fintech — Digital banking, payments, investing, crypto, BNPL and business finance. (60 prompts, 27 rising, 34 purchase-ready)
Rising across all industries
| Prompt | Trend | Industry |
|---|---|---|
| Why do security camera apps keep having connectivity problems, missing notifications, and delayed live views? | New | Smart Home |
| Can a non-technical marketer realistically do their own SEO without a developer? | Rising +300%+ | SEO & AEO |
| Which email service is the least likely to get hacked and why? | New | Cybersecurity |
| How do I build a CRM evaluation scorecard to compare multiple vendors objectively? | Rising +300%+ | CRM & Sales Tech |
| Which project management tools have the strongest built-in reporting for stakeholder status updates? | New | Project Management |
| What are the top three accounting software options I should seriously consider for my small business? | Rising +286% | Accounting & Bookkeeping |
| Can AI actually handle payroll end-to-end, or does it still need a human to verify everything? | New | HR & Payroll |
| What is multi-touch attribution and why does it matter for measuring marketing campaign performance? | New | Marketing & Email |
| Why are customers cancelling subscriptions more frequently and how do I reduce churn? | New | Ecommerce Platforms |
| What are the core components of an ML metadata store and how do they relate to each other in a pipeline execution graph? | New | MLOps & Experiment Tracking |
| How do RAG evaluation metrics change when moving from a single-turn QA task to a multi-turn conversation? | New | LLM Observability & Evaluation |
| Is Kubernetes actually the right tool for orchestrating GPU-based ML training, or is there something better? | Rising +18% | AI Cloud & Cluster Infrastructure |