AI Visibility Scorecard
cdimage.com.au · Healthcare
Borderline visible. AI bots can crawl Collins Dental Image, 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
#241,548 of 925,306 in Healthcare for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →4
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Healthcare average 18
See what's behind this score →0
from our crawl and measurement
Collins Dental Image, based in Melbourne, VIC, describes itself simply: "Collins Dental Image provides general, preventative and cosmetic dentistry in Melbourne CBD, opposite Melbourne Town Hall and Town Hall Station." 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 (LocalBusiness, MedicalBusiness, Dentist), 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). By its own structured data it is a dental business.
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Collins Dental Image is crawlable but under-signaled - fixable, and the signals above are where to start.
How often should I have a checkup?
We recommend a checkup with the dentist once every 6 months. Early intervention is key as the sooner we're able to pick up issues such as decay, gum disease or tooth loss, the sooner we can help combat these issues and better preserve your natural smile for a lifetime.
What is the role of technology or 3D imaging in complex dental procedures?
Digital technology, including 3D imaging, plays a crucial role in planning and precision for complex dental procedures, improving accuracy and patient outcomes. At Collins Dental Image, we offer digital smile design which includes a digital scan, plus a 3D printed simulation which allows you to try on your new smile to see what you will look like before you go ahead with treatment.
Do you always need a crown with a root canal?
Root canal therapy is needed in situations where trauma or decay have caused inflammation or infection resulting in severe toothache and associated pain. Our dentists will do everything possible to help save your natural tooth by removing damaged nerves and sealing the canal. To protect the biting surface of the tooth, it's often necessary to use a large filling, or in some cases, crowns or inlays.
What factors contribute to the longevity and success of dental implants?
Implants can last indefinitely - the crowns on top can last 10-20 years. Good oral hygiene habits at home, regular visits for implant maintenance as part of your checkup and clean, plus healthy lifestyle habits contribute significantly to the long-term success of dental implants.
How long do the effects of teeth whitening typically last?
IResults do tend to vary, but whitening can last anything from a few months to a year depending on the form of whitening you use. In-chair whitening tends to deliver longer-lasting results than take-home whitening for instance. Drinking coffee, tea or red wine may have an impact due to their staining effects. You can always keep your teeth white with a home whitening touch-up .
Is this your brand?
The exact fixes for Collins Dental Image
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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.
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Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdimage-com-au
Cite this score: Engagemii (2026). "AEO Score for Collins Dental Image." Retrieved from https://engagemii.com/aeo/brands/cdimage-com-au
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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