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AI Visibility Scorecard
ingrelens.com · Other
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 1 times
Claude
5.1
/10
AEO Score
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 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business and crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 49 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.1/10, Ingrelens has a working base to build on - fixable, and the signals above are where to start.
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
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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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