QuestDB

questdb.io Cloud Infrastructure

AI Score

QuestDB — a leading Cloud Infrastructure solution.

Does ChatGPT recommend QuestDB? Is QuestDB good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention QuestDB across hundreds of real prompts to calculate an AI visibility score. With a score of 23/100, QuestDB has low AI visibility and may be missing out on AI-driven recommendations.

100%

ChatGPT

100%

Gemini

100%

Claude

DeepSeek

Mistral

39%

Mention Rate

Positive

Negative

Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

High reliability
Extensive service catalog
Strong security

⚠️ What AI Says Needs Work

Vendor lock-in
Can be expensive without optimization

🏆 Competitors AI Mentions

ServerPilot Docker Hub UpCloud Akamai Elastic Beanstalk

🔗 Sources AI Cites

https://questdb.io

🤖 AI Readiness Score

How prepared is QuestDB for AI-driven discovery?

/ 100

✅

llms.txt

✅

Schema.org

✅

AI Crawlers

❌

FAQ Schema

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Citations

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Last crawled: Apr 24, 2026

📋 Schema.org Markup

WebSiteSoftwareApplicationOrganization

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if QuestDB appears in Google's AI-generated answers. Get notified →

📄 llms.txt

QuestDB has an llms.txt file (4.9 KB) with sections:

View contents

# QuestDB
QuestDB is the open-source time-series database for demanding workloads—from trading floors to mission control. It delivers ultra-low latency, high ingestion throughput, and a multi-tier storage engine. Native support for Parquet and SQL keeps your data portable, AI-ready—no vendor lock-in.

## Docs
The official QuestDB documentation. Learn how to accelerate your time-series, capital markets, and heavy industry use cases.
- [Full Documentation Content](https://questdb.com/docs/llms-full.txt)
- [Compact Documentation Content](https://questdb.com/docs/llms.txt)

## About us
- [About QuestDB](https://questdb.com/about-us): QuestDB is building the next generation open source time-series database, backed by leading enterprise VCs and open source founders. Join us in our mission to deliver breakthrough performance for time-series applications.

## Careers
- [Careers at QuestDB](https://questdb.com/careers): Join QuestDB in building breakthrough technology for time-series data. We are a remote-first company offering competitive equity, flexible hours, and a culture of ownership and autonomy.

## Customers
- [Customers](https://questdb.com/customers): QuestDB Customers - High-performance time-series database for capital markets, IoT, and industrial applications. Trusted by industry leaders like Mizuho, Airbus, OKX, and B3 Exchange.

## Enterprise
- [Enterprise](https://questdb.com/enterprise): QuestDB Enterprise - Enterprise-grade time-series database with premium support, security features, and compliance capabilities for mission-critical applications.

## Download
- [Download QuestDB](https://questdb.com/download): Download QuestDB - High-performance open-source time-series database. Available as Docker image, binary download, or cloud deployment. Get started in minutes.

## Market Data
- [Market Data](https://questdb.com/market-data): QuestDB for Market Data - Ultra-low latency database for financial market data, tick data, and real-time analytics. Trusted by trading firms and exchanges worldwide.

## Contributors
- [Contributors](https://questdb.com/contributors): QuestDB Contributors - Meet the open source community building the fastest time-series database. Contribute code, documentation, or join our community.


## Compare
- [QuestDB vs kdb+](https://questdb.com/compare/questdb-vs-kdb): QuestDB vs kdb+ for capital markets. Compare architecture, programming models, and operational characteristics for time-series analytics workloads.


## Blog
- [QuestDB 9.3.5: Lateral Joins, UNNEST & Window Stats](https://questdb.com/blog/2026-04-13-questdb-9-3-5-and-enterprise-3-2-5): QuestDB 9.3.5 adds lateral joins, SQL-standard UNNEST for arrays and JSON, statistical window functions, multi-table HORIZON JOIN, and corrects SAMPLE BY timezone handling during DST transitions.
- [Zero-Shot Time-Series Forecasting with QuestDB and Google's TimesFM](https://questdb.com/blog/2026-04-09-zero-shot-forecasting-questdb-timesfm): Three ways to load QuestDB time…

💬 Sample ChatGPT Response

Prompt: "What is the best cloud software?"

QuestDB is a cloud infrastructure tool that serves a specific segment of the market. It has some notable features and a dedicated user base. However, it faces stiff competition from larger players in the space. QuestDB can be a good choice depending on your specific requirements and budget, but it's worth comparing it with alternatives before making a decision.

💬 Sample Gemini Response

Want to see what Gemini says about QuestDB? Generate a free report →

💬 Sample Claude Response

Prompt: "What is the best cloud software?"

QuestDB is known in the cloud infrastructure space, though it has received mixed reviews. Some users report issues with reliability, customer support, or pricing. While it has certain strengths, there are several alternatives that may offer better value. It's important to evaluate QuestDB carefully against competitors before committing.