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AI Visibility Scorecard

Mapping Hearts

Mapping Hearts

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mappinghearts.com · Food & Beverage

At 2.4/10, Mapping Hearts 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

#1,600,084 of 1,712,075 in Food & Beverage for AI visibility

2.4

/10

AEO Score

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About Mapping Hearts

from our crawl and measurement

Mapping Hearts is a business whose own site puts it this way: "Explore cultural attractions, stay options, and cuisine across the world. Discover inspiring stories and vibrant experiences on our site." As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

5

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

6

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

AI Discoverability

4

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 2.4/10, Mapping Hearts is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mapping Hearts

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mapping Hearts: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Mapping Hearts." Retrieved from https://engagemii.com/aeo/brands/mappinghearts

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

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