Product Analytics Without SQL
Product managers should not have to learn SQL or wait on a data team to know how a feature is doing. Agentsql lets PMs ask the database directly.
Ask your data a question:
Writing SQL… Running (read‑only)… SQL Agentsql wrote
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Click a question. Agentsql writes the SQL, runs it read-only, and answers.
Direct answer
Product analytics without SQL means product managers get answers from their product data by asking in plain English instead of writing queries. Agentsql connects read-only to your database, turns a question like "what is week-2 retention for users who hit the new onboarding" into SQL, runs it, and returns a chart and answer in seconds. PMs self-serve product questions and see the exact query behind every number.
The problem
PMs need to know whether a feature moved the needle, but without SQL they depend on a data team queue and end up shipping on intuition instead of evidence.
How Agentsql handles it
Agentsql lets product managers chat with the product database in plain English. Ask about activation, retention, funnel drop-off, or feature adoption and it writes the SQL, runs it read-only, and returns a chart, a table, and a written answer you can refine. PMs get the evidence to prioritize without learning SQL or filing a ticket, and the shown query keeps engineering confident in what is being measured.
›_ what it uses
The features behind product managers.
›_ frequently asked
Common questions
- Can product managers do analytics without SQL?
- Yes. Product managers ask questions in plain English and Agentsql writes and runs the SQL for them. Ask "what is week-2 retention for users who hit the new onboarding" and you get a chart, a table, and a written answer in seconds. The query is shown, so engineering trusts what is being measured.
- How do product managers measure feature adoption?
- Adoption is usually the share of active users who use a feature within a set window. With Agentsql, a PM asks "what percent of active users tried the new dashboard this week" in plain English, and it writes the SQL against your product data, runs it read-only, and returns the number with a chart you can refine.
- Do PMs need a data analyst to answer product questions?
- Not for the everyday ones. Agentsql lets product managers self-serve activation, retention, funnel drop-off, and adoption questions without waiting in the data-team queue. Analysts stay focused on deep investigation, while PMs get the evidence to prioritize on their own, with the SQL shown so the numbers hold up.
- What is the best way for PMs to get product data fast?
- Ask the database directly in plain English instead of filing a ticket or learning SQL. Agentsql connects read-only to your product database, turns the question into a query, runs it, and returns a chart and answer in seconds. PMs ship on evidence the same day rather than shipping on intuition.
›_ more use cases