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AI Visibility Scorecard

Obiter Research

Obiter Research

Unclaimed

obires.com · Legal

Somewhat visible. AI bots can read Obiter Research, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Claude · Meta AI · Apple Intelligence

#85,648 of 358,676 in Legal for AI visibility

5.3

/10

AEO Score

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About Obiter Research

from our crawl and measurement

"Our History Obiter Research was established in 2001 as a research-oriented contract organization." That is how Obiter Research of Champaign, IL introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.

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

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Legal
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

9

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

6

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.3/10, Obiter Research has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Obiter Research

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Obiter Research: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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