AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.2/ 10

#1,684,293 OF 2,698,298 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

RunQL

RunQL

Unclaimed

viewql.com · Technology

Borderline visible. AI bots can crawl RunQL, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 5 times

Meta AI · Claude · Apple Intelligence

#1,684,293 of 2,698,298 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.2/10

75

Muse Index Score

i

AI agent readiness

Transactable · 75/100

12

AI Adoption

i

Basic · 12/100

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About RunQL

from our crawl and measurement

RunQL is a business whose own site puts it this way: "RunQL is a free, open-source SQL IDE or extension for VS Code that helps you run queries, auto-document schemas, generate ERDs and charts, and store artifacts as Git-ready files." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (SoftwareApplication, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

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 4.2/10, RunQL is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What does "everything as code" mean?

Saved queries, schema documentation, ERD diagrams, and charts are all stored as readable code files in your project. That means they're version-controlled, reviewable in pull requests, and available to your entire team. No more digging through a standalone tool's proprietary storage to find that query someone wrote last quarter.

How does auto-documentation work?

RunQL reads your live schema and generates documentation for tables, columns, and relationships with a single click. If you have an AI provider configured, it can also generate human-readable descriptions based on column names, types, and context. Everything is automatically indexed so you can search across all your documentation, queries, and metadata instantly.

Can I create charts and ERDs?

Yes. Run a query and visualize the results as a chart directly in VS Code — bar, line, pie, and more with customizable colors. ERDs are generated automatically from your schema and can be customized to focus on the tables you care about. Both charts and ERDs are stored as code files in your workspace, so they're versioned, diffable, and always up to date.

Is RunQL free to use?

Yes. RunQL is open source under the MIT license. Install it directly from the VS Code Marketplace at no cost.

How does Snowflake support work?

Snowflake is supported through a separate VS Code extension (runql-snowflake) that registers itself with RunQL's adapter API.

Is this your brand?

The exact fixes for RunQL

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Picked for RunQL: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/viewql

Cite this score: Engagemii (2026). "AEO Score for RunQL." Retrieved from https://engagemii.com/aeo/brands/viewql

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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