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AI Visibility Scorecard

Ingbretson Software LLC

Ingbretson Software LLC

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ingsoftware.net · Technology

Borderline visible. AI bots can crawl Ingbretson Software LLC, 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 2 times

Claude

#2,161,609 of 2,632,639 in Technology for AI visibility

3.3

/10

AEO Score

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About Ingbretson Software LLC

from our crawl and measurement

"We have extensive experience with Sybase ASE, Sybase IQ, SQL Server, My SQL, Access, and Oracle databases.Retail Energy SolutionsWe provide front, mid, and back office solutions for retail." That is how Ingbretson Software LLC introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 144 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 6, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

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 3.3/10, Ingbretson Software LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Ingbretson Software LLC

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Weekly ChatGPT & Claude citation tracking

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Picked for Ingbretson Software LLC: 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 6, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ingsoftware-net

Cite this score: Engagemii (2026). "AEO Score for Ingbretson Software LLC." Retrieved from https://engagemii.com/aeo/brands/ingsoftware-net

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

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