AI visibility score

3.4/ 10Weak

#2,159,105 of 2,705,719 in Technology

As of 2026-09-30 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

HarborSQL

Name: HarborSQL - AI Visibility Score
Creator: Engagemii
Published: 2026-09-30T15:05:21.998Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

harborsql.com · Technology

Borderline visible. AI bots can crawl HarborSQL, 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.

Claim this page free See the breakdown

Monitoring for AI engine activity

In the Engagemii AEO index

#2,159,105 of 2,705,719 in Technology for AI visibility

AEO Visibility

Near-invisible · 3.4/10

Muse Index Score

AI agent readiness

Basic · 5/100

AI Adoption

None detected · 0/100

About HarborSQL

from our crawl and measurement

"Keep Unity Catalog and run your own SQL compute. HarborSQL is an open-source, self-hosted engine for supported queries over your existing Delta tables." That is how HarborSQL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Technology

Last scored · Sep 30, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 3.4/10, HarborSQL is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for HarborSQL

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Password (8+ characters)

Already have an account? Sign in

From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for HarborSQL: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for HarborSQL.

Source & Attribution

Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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