LLuciGEO
AI VISIBILITY INTELLIGENCE

Does AI See Your Brand?

See how AI discovers, mentions, cites and recommends your brand — and where your competitors are winning.

看清 AI 怎么发现、提及、引用、推荐你的品牌，以及竞品在哪里赢。

Please enter your website URL / 请输入你的网站网址

Free check · No credit card required

Your customers are asking AI. Is your brand in the answer?

海外买家已经不问搜索引擎，直接问 AI。AI 的回答里有没有你，决定了你还在这张名单上吗。

BUYER ASKS

"What are the best [category] suppliers for commercial projects in North America?"

买家在挑供应商，不是在挑关键词。

AI ANSWER · YOU ARE MISSING

Most reviews highlight Competitor A for its [X]. A few alternatives exist, but documentation on them is thinner.

Your brand — not mentioned
AI ANSWER · YOU ARE PRESENT

Your Brand is frequently cited for [Y], alongside Competitor A — its [Z] page is the source most reviews link to.

Your brand — mentioned + cited

Answer text shown for illustration. Real reports quote the stored AI answer verbatim. Illustrative

INTELLIGENCE → ACTION → MEASUREMENT

One loop. Three questions.

LuciGEO 只跑一个闭环，回答三个问题——每个问题只由一层回答，互不越界。

01 · INTELLIGENCEIntelligence — Understand how AI sees your brand.唯一问题：AI 现在怎么看你的品牌？先理解你卖什么、买家会问什么，再测 AI 实际怎么答。
02 · ACTIONAction — Know what to change next.唯一问题：下一步应该改什么？把观测到的问题翻译成可解释的机会与建议。执行不在这里。
03 · MEASUREMENTMeasurement — Prove whether AI visibility actually improves.唯一问题：做了以后到底有没有改变？用 Score / Trend / Competitor Gap / Evidence 证明，并回流下一轮。
AI MentionCitationShare of VoiceCompetitor GapCategory PresencePosition

Free AI Visibility Check = Intelligence 的 acquisition hook：先免费拿到一个答案——AI 到底怎么看你的品牌？

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SAMPLE RESULT

What your first result looks like.

快照 + 指标 + AI 原话 + 证据 + 建议，一次给全。所有分数都能点回到那一条原始回答。

YOUR BRAND27AI Visibility
MetricYour BrandCompetitor A
Mention Rate18%42%
Citation Rate7%31%
Competitor Gap (Share of Voice)9%36%
Category PresenceLowHigh

What AI Actually Said

"For buyers looking for [category], most reviews highlight Competitor A for its [X]. A few alternatives exist but documentation on [Y] is thinner."

Evidence

Engine persona: ChatGPT · 2026-09-18 09:12 UTC · prompt stored and linked · conclusion: Not mentioned

Recommended Action

  1. 补 1 篇覆盖该买家意图问题的对比内容
  2. 为核心页补结构化标注（Schema / 实体）
  3. 4 周后复测同一批问句

Data shown is illustrative. Real reports include methodology, timestamps and the stored raw AI answer. Illustrative

保真度层级：模拟猜测 < API 观测 < 消费者实景。当前报告的答案来自模拟猜测通道（同一模型的「模拟人格」，非分别接入各家引擎）；真实引擎的 API 观测与消费者实景不在本口径内。

Competitor Gap — Share of Voice, row by row.

同一批买家意图问题下，你和对手各占多少 AI 引用版面。声量份额周周可比，谁在上涨、谁在被跳过，一目了然。

Share of VoiceIllustrative
Your Brand
9%
Competitor A
36%
Competitor B
24%
Competitor C
15%
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TRUST & EVIDENCE

Don't take the score on faith.

每个结果都能回溯到它引用的那条原始回答——问句、引擎、时间戳、AI 原话、引用元数据。

Prompt当时实际问了 AI 的那一条问句（含品类与相关性判定）
Engine / provider由哪个引擎人格作答，以及来源类型标注
Timestamp回答采集时间，可复现历史窗口
Raw AI answerAI 原话，逐字保存，不做修饰
Citation metadata可得时附引用来源域名与链接

Citation — Where does AI get its answer?

AI ANSWER · CHATGPT

"The best options for small business include Competitor A…"

↓
↗
petmedia.comThird-party publication
Third-party
↗
yourbrand.com/guideYour own page
Brand-owned
↗
reddit.com/r/smallbizCommunity thread
Third-party
↗
competitora.com/pricingCompetitor page
Third-party

Evidence — Every insight backed by stored AI answer snapshots

引擎名称为模拟人格：同一模型按各家回答风格作答，并非分别接入第三方引擎。

ChatGPT2026-09-18 09:12 UTC
SIMULATED PERSONA

"…most reviews highlight Competitor A…"

Not mentioned
Perplexity2026-09-18 09:14 UTC
SIMULATED PERSONA

"Your Brand is a smaller option, mainly referenced for [Y]…"

Mentioned · not cited
Gemini2026-09-19 08:40 UTC
SIMULATED PERSONA

"Recommended tools include Your Brand and Competitor A…"

Cited · yourbrand.com

Sample snapshots, labelled for demonstration. Engine names denote simulated answer personas produced by a single model — not live integrations with ChatGPT / Perplexity / Gemini. Real reports link every snapshot to a stored prompt, engine persona, authenticity label and timestamp. Illustrative

GROWTH LOOP

Visibility is only the beginning.

看见问题只是起点。把机会交给 DH-GOS 执行，再回到 Measurement 验证——闭环不中断。

LuciGEO→ Opportunity→ DH-GOS→ Execution→ Measurement

LuciGEO = Intelligence → Action → Measurement；DH-GOS = Action → Execution → Growth。两者不是重复产品，是上下游：LuciGEO 发现机会，DH-GOS 放大增长（内容生产、多渠道执行、主动外联都在 DH-GOS 下游），结果回流下一次 Measurement。

INTELLIGENCE ↓ ACTION ↓ MEASUREMENT ↓ GROWTH

Turn Visibility Into Growth →
COMMERCIAL MODEL

Start with visibility. Expand when the data proves it.

先用免费检测建立基线，再用 Audit 决定要不要投入，最后按结果扩到订阅与增长系统。

ENTRY

Free

FreeAI Visibility Check
  • Brand information
  • Initial visibility indicators
  • Competitor snapshot
  • CTA to paid audit
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FIRST MONETIZATION

Audit

$99–299one-time
  • Visibility analysis
  • Citation analysis
  • Competitor comparison
  • Recommendations
  • Raw AI evidence
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RECURRING

Monitor

$99–299/ month
  • Scheduled monitoring
  • Historical visibility
  • Citation changes
  • Competitor changes
  • Recommendation updates
Start Monitoring
SYSTEM

Growth OS

$99–499/ month
  • Research & strategy
  • Content & GEO
  • Distribution & outreach
  • AI workforce
  • Measurement
Start Growth OS
SERVICE

Managed / Partner

$1K–5K+custom
  • AI + human growth ops
  • Account for your market
  • Reporting cadence
  • Priority access
Talk to Us

Audit and Monitor ranges are validation bands, not published list prices.

FREE AI VISIBILITY CHECK

Does AI see your brand?

Start with one free check. See the AI answers, the evidence behind them, and what to fix next.

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