# answers, not dashboards.
querypanel.io Source★ 5non-standardData & Analytics / Spreadsheets & Data Analysis AI
- Monthly visits
- <5K
- Sep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $49/mo
- Higher than 86% of peersNiche median $15/mo
- Launched
- 12mo ago
- 2025-12-03 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsLaunched on Uneed (#16)Launch
Querypanel — AI-native embedded analytics for SaaS with tenant-safe SQL dashboards
Aug 11 · 3mo agoLaunch page
At the time: <5K visits/moVisits: next 2 mo -16%1 concurrent moveLaunched on Product HuntLaunch
Build & embed Notion-like AI dashboards in your SaaS
Aug 10 · 3mo agoLaunch page
At the time: <5K visits/moVisits: next 2 mo -16%1 concurrent moveLaunched on Show HN (1 pts · 1 comments)Launch
QueryPanel – AI Driven Dashboards — I’m Csaba, and I built QueryPanel (querypanel.io) — a server-side SDK that turns natural language into SQL and helps products offer AI-dri…
Dec 8, 2025 · 11mo agoLaunch page
Launched on Product HuntLaunch
Let your users build dashboards with their own words.
Dec 3, 2025 · 12mo agoLaunch page
Third-party reviews & case dossiers
Acquisition breakdowns, engineer reviews & open-source metrics- Post excerpt:
- I’m Csaba, and I built QueryPanel (querypanel.io) — a server-side SDK that turns natural language into SQL and helps products offer AI-driven dashboards to their users. Many tools want to let users “chat with their data,” but building this internally means dealing with schema extraction, LLMs, embeddings, prompt engineering, and accuracy tuning. QueryPanel h
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 5
- Forks
- —
- License
- non-standard
- Primary language
- JavaScript
Agent, MCP & Developer Integration
MCP Server- Ecosystem & integrations:
- OpenAIGeminiAnthropicMistralPostgreSQLRedshiftClickHouseBigQueryMySQLSnowflake
Traffic sources
Traffic breakdown
Channels
- Direct35%
- Organic Search32%
- Referrals12%
- Social7%
- Other14%
Countries
- Hungary100%
Search
Domain authority —Domain registered 2025-09-08
| Keyword | Monthly volume |
|---|---|
| sql cost limits | 520 |
| databrain | 330 |
| lightdash-embed-token ヘッダー | 80 |
| databrain alternative | 10 |
Traffic data: Vaneform
Pricing
Trial: None · Free tier included · 3 paid tiers ($49–$999) · Enterprise custom tier · Observed 2026-11-03 · Source page
Entry price $49/mo, Higher than 86% of peers; “Spreadsheets & Data Analysis AI” median is $15/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshots- Homequerypanel.io/
- Featuresquerypanel.io/solutions Snapshot 2026-11-03
Changes
No pricing, plan, or positioning changes detected since tracking started.
Questions & evidence
- How much does Querypanel cost?
- Free: Free; Starter: $49/mo; Growth: $249/mo; Scale: $999/mo; Enterprise: Unknown. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does Querypanel get?
- Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Querypanel and what platforms does it support?
- Querypanel is catalogued under Spreadsheets & Data Analysis AI: # answers, not dashboards.. Supported platforms: MCP Server.
- Is Querypanel open source?
- Querypanel has a public repository (https://github.com/querypanel/node-sdk) under the non-standard license, recording 5 GitHub stars.Source
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