▲ 1.5 since Jun 2026
#4,522 OF 519,480 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Mudd Advertising
mudd.com · Professional Services
Somewhat visible. AI bots can read Mudd Advertising, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#4,522 of 519,480 in Professional Services for AI visibility
7
AEO Visibility
iVisible · 6.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
10
AI Adoption
iBasic · 10/100
About Mudd Advertising
from our crawl and measurement
Mudd Advertising is a Cedar Falls, IA business whose own site puts it this way: "Full-service automotive advertising agency serving car dealerships nationwide. 45 years of experience, data-driven attribution, and proven buyer-match results." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 6.5/10, Mudd Advertising has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mudd Advertising
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/mudd
Cite this score: Engagemii (2026). "AEO Score for Mudd Advertising." Retrieved from https://engagemii.com/aeo/brands/mudd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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