Reportr — Chat With Your Database
Reporting and analytics using natural language
Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.
This is 1 of 58 launches in specialized ai analytics platforms — see how it stacks up on momentum and crowding →
274 other launches read as similar to this one →
Details
- External ID
- 1268046
- Source
- PH
- Company
- —
- Product
- Reportr — Chat With Your Database
- Website domain
- producthunt.com
- Launched
- Oct. 7, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.33
- Tags
- Artificial Intelligence, Data & Analytics, Database
Description
Use AI to chat with PostgreSQL, MySQL, SQL Server and other databases, investigate your data through follow-up questions, and save insights as refreshable reports and dashboards. Reportr's semantic layer gives AI a roadmap to your database — defining what your schema actually means rather than leaving AI to guess from cryptic column names and missing relationships. Give Reportr a try today. You can provision a sample database with a single click and start asking questions right away.
Enrichment
- Niche
- specialized ai analytics platforms
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- natural language reporting tool for databases
- Manually corrected
- False
Could you build this?
Partial While basic text-to-SQL is trivial to vibe-code, creating an accurate enterprise-grade semantic layer that reliably handles complex joins, ambiguity, and multi-dialect schema mapping across diverse databases requires deeper data engineering.
What it would actually take: A production version requires an AST-based SQL parser and generator (e.g., using sqlglot), a robust semantic modeling layer (similar to Cube or dbt Semantic Layer), and dynamic schema context injection with guardrails against hallucinated joins and destructive queries. It needs connection pooling across multiple SQL dialects and fine-tuned retrieval/reasoning loops for metadata.
Competitors
Other products that read as similar to this one — 274 launches clear the similarity bar, closest 8 shown.
Attention rank: #144 of 275 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
- dig data · ph · 2026-09-24 · 1 upvotes · similarity 0.51
- PHP Chatbot Assistant · ph · 2026-09-18 · 1 upvotes · similarity 0.50
- DeepSQL · hn · 2026-07-20 · 52 upvotes · similarity 0.48
- Cognizon AI · ph · 2026-10-07 · 3 upvotes · similarity 0.46
- SLayer, a semantic layer maintained by your agent · hn · 2026-05-11 · 12 upvotes · similarity 0.46
- learn-databases · github · 2026-09-09 · 11 upvotes · similarity 0.45
- DataRunner · ph · 2026-09-11 · 5 upvotes · similarity 0.44
- Building a SQL analyst agent from scratch · hn · 2026-04-27 · 6 upvotes · similarity 0.44