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AI Visibility Scorecard

FRED creative solutions

FRED creative solutions

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fredcreativesolutions.com · Food & Beverage

Borderline visible. AI bots can crawl FRED creative solutions, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,383,777 of 1,703,529 in Food & Beverage for AI visibility

3.2

/10

AEO Score

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About FRED creative solutions

from our crawl and measurement

FRED creative solutions describes itself simply: "We are Tamsin Jackson and Suzie Wyllie, both artists with experience across a broad range of creative industries, including horticulture, the arts and design." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business, a heading structure that lays out what it offers and a clearly stated business identity.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

2

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

7

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

AI Discoverability

6

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 3.2/10, FRED creative solutions is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for FRED creative solutions

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Weekly ChatGPT & Claude citation tracking

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Picked for FRED creative solutions: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for FRED creative solutions." Retrieved from https://engagemii.com/aeo/brands/fredcreativesolutions

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

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