AI Visibility Scorecard
Cunningham Collective
checklift.com · Professional Services
Borderline visible. AI bots can crawl Cunningham Collective, 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 1 times
Claude
#136,010 of 528,981 in Professional Services for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Professional Services average 8
Top 41% of Professional Services
See what's behind this score →4
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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 →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Professional Services average 18
See what's behind this score →0
About Cunningham Collective
from our crawl and measurement
Cunningham Collective is a business whose own site puts it this way: "Go to market with a winning position, a compelling communication strategy, and a clear and differentiated message architecture." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cunningham Collective
- Website ·
- checklift.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
Off-page authority
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 4/10, Cunningham Collective is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Not getting the brand recognition you need?
That’s because the market is flooded with too many messages from too many sources. The only way to get your message through is relentless consistency and frequency. You need a strategic communication partner that will keep your entire company on message and on brand.
Does your competitors' messaging sound exactly like yours?
That’s because your brand messaging focuses too much on features and benefits. You need a truly unique position that rises above the noise and can be defended from all angles.
Blowing your budget on smile and dial PR efforts that don't impact the business?
That’s because traditional PR programs don’t leverage modern channels to amplify your message. You need a digital PR strategy built on strategy, enabled by technology, and managed by experts. A.M.P. your brand story
Is this your brand?
The exact fixes for Cunningham Collective
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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 Cunningham Collective.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/checklift
Cite this score: Engagemii (2026). "AEO Score for Cunningham Collective." Retrieved from https://engagemii.com/aeo/brands/checklift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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