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AI Visibility Scorecard
QuestDB
questdb.io · Technology
Somewhat visible. AI bots can read QuestDB, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Apple Intelligence
#25,097 of 2,641,478 in Technology for AI visibility
7
/10
AEO Score
About QuestDB
from our crawl and measurement
QuestDB is a business whose own site puts it this way: "QuestDB is a high-performance, open-source time-series database for fast ingest and SQL queries." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
5
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7/10, QuestDB has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QuestDB
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for QuestDB.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/questdb-io
Cite this score: Engagemii (2026). "AEO Score for QuestDB." Retrieved from https://engagemii.com/aeo/brands/questdb-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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