Prompt Pulse · AI demand data
See what your market is asking AI
The questions buyers bring to ChatGPT, Perplexity, and Google AI Overviews — by industry, ranked by demand, and showing what's heating up. Free, 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 |
About this data
Prompt Pulse runs on SolCrys's proprietary AEO methodology — the same framework behind our AI-visibility measurement. Each question is grounded in public demand signals, written the way buyers ask AI assistants, and labeled by the intent behind it, the persona asking, and the buying stage. Demand is relative within each industry: it shows where buyer interest concentrates and what's rising. How the dataset is built.