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AI Visibility Scorecard

MurMur Evolv'd

MurMur Evolv'd

Unclaimed

murmurcalgary.com Β· Other

At 0.7/10, MurMur Evolv'd is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

0.7

/10

AEO Score

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About MurMur Evolv'd

from our crawl and measurement

MurMur Evolv'd is a business whose own site puts it this way: "As much as we love the new evolution, the time has come to shed our skin once again." As far as answer engines are concerned it may as well not exist yet: 0.7 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry Β· Other
Last scored Β· Aug 7, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

1

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

1

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 0.7/10, MurMur Evolv'd is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for MurMur Evolv'd: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for MurMur Evolv'd." Retrieved from https://engagemii.com/aeo/brands/murmurcalgary

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

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