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AI Visibility Scorecard

Research & Replacement

Research & Replacement

Unclaimed

rnrgroup.com · Media & Entertainment

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

AI engines read this profile 1 times

Apple Intelligence

#299,136 of 1,892,259 in Media & Entertainment for AI visibility

5.7

/10

AEO Score

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About Research & Replacement

from our crawl and measurement

Research & Replacement describes itself simply: "R&R Group is set up direct with numerous large manufacturers and local retail businesses to give your insured the option to have their items replaced directly right to their home." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

The business dates to 1999.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

8

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 5.7/10, Research & Replacement has a working base to build on - fixable, and the signals above are where to start.

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Picked for Research & Replacement: 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/rnrgroup

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

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

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