Data & analytics

3 signals

Measured
Estimated

Data & analytics#1
Analytics dashboard for AI crawler traffic
Build an AI-crawler analytics dashboard for website owners that logs server-side requests from Claude, ChatGPT, Perplexity and other LLM bots (invisible to JS-based tools like Google Analytics), showing which pages get crawled, how often, and how much referral traffic each AI assistant sends back. Target content sites, SaaS marketing teams and SEO agencies who want to understand and optimize for AI-driven discovery.
Demand
7/10
est.
Buildability
8/10
est.
Competition
8/10
est.
via Reddit
11 competitor
Data & analytics#17
Agentic data-exploration tool for solo analysts
Build a narrow agentic BI wrapper that connects to a single database type (e.g. Postgres or Snowflake), lets a user ask a business question in plain language, and autonomously runs a multi-step query exploration loop (drill into cohorts, compare periods, test hypotheses) before returning a written finding plus supporting charts. Target solo founders, small e-commerce teams, or startup ops folks who currently pay for Tableau or Metabase but lack an analyst to actually interrogate the data.
Demand
5/10
est.
Buildability
6/10
est.
Competition
6/10
est.
via Hacker News — Show HN
33 competitors
Data & analytics#18
Dynamic pricing tools for small restaurants and shops
Build an affordable AI-driven dynamic pricing add-on for independent restaurants and small retail chains that cannot afford McDonald's-scale AI systems. The tool would ingest POS sales data, local weather, foot traffic and competitor pricing to suggest daypart-based menu or product price adjustments, sold as a lightweight app on top of Toast, Square or Clover POS platforms.
Demand
4/10
measured
Buildability
6/10
est.
Competition
10/10
est.
via Hacker News
0No named competitors

Analytics dashboard for AI crawler traffic

Agentic data-exploration tool for solo analysts

Dynamic pricing tools for small restaurants and shops