AI Visibility Scorecard
Freshwater Agency
clockwork360.com · Professional Services
Borderline visible. AI bots can crawl Freshwater Agency, 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.
AI engines read this profile 6 times
Claude · Perplexity · Apple Intelligence · Parallel
#79,776 of 529,100 in Professional Services for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Professional Services average 8
Top 13% of Professional Services
See what's behind this score →4.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Professional Services average 18
See what's behind this score →0
About Freshwater Agency
from our crawl and measurement
Freshwater Agency is a Traverse City, MI business whose own site puts it this way: "ServicesPortfolioAboutBlogGet Started Marketing that Makes a Splash We’ll help grow your business with tech-based strategy and solutions built to create opportunity and drive brand growth." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, 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).
- Company ·
- Freshwater Agency
- Website ·
- clockwork360.com
- Industry ·
- Professional Services
- Location ·
- Traverse City, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
Not in AI knowledge graphs yet.
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 4.1/10, Freshwater Agency is crawlable but under-signaled - fixable, and the signals above are where to start.
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Is this your brand?
The exact fixes for Freshwater Agency
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Freshwater Agency.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clockwork360
Cite this score: Engagemii (2026). "AEO Score for Freshwater Agency." Retrieved from https://engagemii.com/aeo/brands/clockwork360
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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