AI Visibility Scorecard
論壇
sunlightbulb.com · Technology
Borderline visible. AI bots can crawl 論壇, 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
#765,194 of 2,706,767 in Technology for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
More likely to be named than 89% of Technology companies
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About 論壇
from our crawl and measurement
sunlightbulb.com describes itself simply: "設為首頁收藏本站 切換到窄版 請 登錄 後使用快捷導航沒有賬號？立即註冊 用戶名 Email 自動登錄 找回密碼 密碼 登錄 立即註冊 快捷導航 論壇BBS 搜索 搜索 熱搜: 活動 交友 discuz 帖子用戶 光波寶»論壇 今日: 0|昨日: 0|帖子: 86|會員: 80220|歡迎新會員: Ewurexerm 最新回復 光波寶 光波理論 16 / 16 光波功能." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 3.3/10, 論壇 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 論壇
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 論壇.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sunlightbulb
Cite this score: Engagemii (2026). "AEO Score for 論壇." Retrieved from https://engagemii.com/aeo/brands/sunlightbulb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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