AI Visibility Scorecard
DFY Marketing Systems
· Food & Beverage
At 2.05/10, DFY Marketing Systems is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 9 times
Claude · Meta AI · Perplexity · Parallel
19
AI Naming Predictability
iRarely named · 19/100
Food & Beverage average 12
Top 16% of Food & Beverage
See what's behind this score →2.05
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Food & Beverage average 18
See what's behind this score →0
About DFY Marketing Systems
from our crawl and measurement
DFY Marketing Systems, based in Bradenton, FL, describes itself simply: "We’ve been building custom marketing systems for restaurant owners that produce measurable results getting new customers AND existing customers back quicker since 2008." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.05 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
- Company ·
- DFY Marketing Systems
- Website ·
- dfyredenveloperr.com
- Industry ·
- Food & Beverage
- Location ·
- Bradenton, FL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.05/10, DFY Marketing Systems is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
You’re Busy Running Your Restaurant. Do You Really Have The Time For Marketing?
We understand your restaurant is unique, and you don’t have the time to create, implement and monitor customized marketing systems. That’s where we come in. Customized Marketing Systems For Your Restaurant Every restaurant is unique; we find what works best for you and then we implement it.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dfyredenveloperr
Cite this score: Engagemii (2026). "AEO Score for DFY Marketing Systems." Retrieved from https://engagemii.com/aeo/brands/dfyredenveloperr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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