AI Visibility Scorecard
Ingrelens
ingrelens.com · Technology
Somewhat visible. AI bots can read Ingrelens, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#464,554 of 2,706,693 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Ingrelens
from our crawl and measurement
"AI 驅動的保養品分析、化妝品分析 App。拍照即時識別保養品成分與化粧品成分，提供安全評估與個人化適用性分析。結合 FindSkin 膚質檢測，24/7 智能保養諮詢。." That is how Ingrelens introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (SoftwareApplication, Organization, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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
Fair
Established authority for your domain.
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 5.4/10, Ingrelens has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
保養品成分分析是什麼？
保養品成分分析是根據產品包裝上的全成分標示（INCI List），解讀每個成分的功效、來源、致痘風險與安全性，幫你判斷產品是否適合自己的膚質。Ingrelens 提供即時拍照辨識與個人化分析，讓你買保養品之前就有答案。
如何分析化妝品成分是否安全？
你可以透過成分查詢網站或 cosGlint App 拍照化妝品成分表，系統會標示每個成分的安全等級、致痘風險、刺激性評估，並根據你的膚質決定哪些成分適合、哪些應該避開。
看不懂保養品成分表怎麼辦？
保養品成分表按濃度由高到低排列，前幾名通常是水、油脂等基底，第 5~15 名多是活性成分。你可以使用 Ingrelens 的成分百科查詢每個成分的中文名稱與功效，或直接用 cosGlint App 拍照自動辨識。
Ingrelens 跟 CosDNA 有什麼不同？
CosDNA 提供線上成分查詢，Ingrelens 除了完整的成分資料庫外，還提供 cosGlint App 拍照即時辨識、個人化膚質適用性分析、以及全身五大部位（臉、頭皮、身體、手、足）的專屬保養建議。
Is this your brand?
The exact fixes for Ingrelens
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ingrelens
Cite this score: Engagemii (2026). "AEO Score for Ingrelens." Retrieved from https://engagemii.com/aeo/brands/ingrelens
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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