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R & D Etc., L.L.C.

R & D Etc., L.L.C.

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AEO Score: 5/10

Monitoring for AI engine activity

In the Engagemii AEO index

randdetc.com

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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. Two-thirds of websites are invisible to them. R & D Etc., L.L.C. just got measured.

5/10 means R & D Etc., L.L.C. is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About R & D Etc., L.L.C.

Since 2016, R & D Etc., L.L.C. in Dowagiac, MI, has been the go-to plumber for residents and businesses alike. Offering comprehensive services including plumbing, drain cleaning, sewer rodding, line repair, and remodeling, our skilled team is committed to exceptional customer service and meticulous attention to detail. Whether it's a minor repair or a full bathroom renovation, we ensure the job is done right. Proudly serving all of Cass, Berrien, and Van Buren counties, we aim to deliver a premier plumbing experience to every client. Contact us today to explore our flexible payment plans. Foll

Details

Industry: Home & Living

randdetc.com

AI Visibility Breakdown

2

Structured Data

5

Content Structure

8

Entity Clarity

5

E-E-A-T Signals

6

Technical AEO

2

AI Discoverability

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Exact fixes: robots.txt, schema, llms.txt

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AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for R & D Etc., L.L.C.: Home & Living

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Source & Attribution

Scored by Engagemii on July 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for R & D Etc., L.L.C.." Retrieved from https://engagemii.com/aeo/brands/randdetc

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

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