AI Visibility Scorecard
KeraFirm Research
kerafirmproweb.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl KeraFirm Research, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#71,105 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About KeraFirm Research
from our crawl and measurement
KeraFirm Pro® describes itself simply: "KeraFirm Pro is a brush-on topical formula combining Undecylenic Acid USP, almond oil, flaxseed oil, tea tree oil, aloe vera, vitamin E, lemongrass oil and lavender oil, applied with a." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Product, Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, KeraFirm Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Is KeraFirm Pro Supposed To Work?
Per the brand's own positioning, the formula addresses four connected areas.1Targeted deliveryThe precision brush applicator places the formula directly across the nail surface, edges, cuticle and nearby skin, aiming for more even coverage than a generic applicator.2Surface supportUndecylenic Acid USP is included to help create a less hospitable surface environment for fungal buildup on the treated.
Is this your brand?
The exact fixes for KeraFirm Research
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kerafirmproweb
Cite this score: Engagemii (2026). "AEO Score for KeraFirm Research." Retrieved from https://engagemii.com/aeo/brands/kerafirmproweb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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