AI Query & SQL Builder

Ask Questions in English, Get Answers in Data

You shouldn't need to write SQL or navigate complex analytics UIs to answer a simple question about your data. Just ask PreHog in plain English.

How PreHog Translates Your Questions

The AI query engine bridges natural language and structured data:

1. Question understanding — Parses your natural language question to identify the metric, dimension, and time period
2. Query generation — Writes an optimized SQL or API query against your connected data sources
3. Data retrieval — Runs the query and fetches results
4. Answer formatting — Presents results as clear numbers, tables, or charts
5. Query saving — Stores generated queries for reuse and modification

Why This Approach Wins

1. Zero SQL knowledge required — Ask "What was my top traffic source last month?" and get the answer
2. Multi-source support — Query Google Analytics, Search Console, or PostHog from a single interface
3. Reusable queries — Save and re-run common questions without re-typing them

Be specific about time periods and metrics. "Show me sessions last week" works better than "show me traffic."

By PreHog · February 2026