OranGEO is an AI Search Visibility Analytics Tool that helps brands understand their exposure on AI platforms like ChatGPT, DeepSeek, Gemini, Grok, and Perplexity, and provides content optimization suggestions.

Why GEO?

Users are changing how they search. More and more people are directly asking AI: "What skincare products are good for sensitive skin?", "Best shampoo brands in 2024?" instead of typing keywords in search engines.

If your brand doesn't appear in AI responses, you're missing this traffic. OranGEO helps you monitor and improve your brand's visibility in AI search.

Core Features

OranGEO 是一款 AI 搜索可见性分析工具，帮助品牌了解在 ChatGPT、DeepSeek、Gemini、Grok、Perplexity 等 AI 平台中的曝光情况，并提供内容优化建议。

为什么需要 GEO？

用户正在改变搜索方式。越来越多人直接向 AI 提问："敏感肌用什么护肤品？"、"2024年最好的洗发水品牌？" 而不是在搜索引擎输入关键词。

如果你的品牌没有出现在 AI 的回答中，你就错过了这部分流量。OranGEO 帮助你监测并提升品牌在 AI 搜索中的可见性。

核心功能

Follow these steps to complete your first brand audit:

按照以下步骤，快速完成你的第一次品牌审计：

OranGEO uses a credit-based billing system. Different features consume different amounts of credits:

Credit Calculation Examples

• 10 questions × 4 models = 40 credits
• 30 questions × 4 models = 120 credits
• 30 questions × 2 models = 60 credits

OranGEO 采用积分制计费，不同功能消耗不同数量的积分：

积分计算示例

• 10 个问题 × 2 个模型 = 20 积分（免费体验型）
• 10 个问题 × 5 个模型 = 50 积分
• 30 个问题 × 2 个模型 = 60 积分
• 30 个问题 × 5 个模型 = 150 积分（全引擎完整审计）

GEO (Generative Engine Optimization) is the process of optimizing content to improve its visibility in AI-generated responses. Unlike traditional SEO which focuses on search engine rankings, GEO focuses on being cited and recommended by AI systems.

Key Research Findings

GEO vs SEO

GEO（生成式引擎优化）是优化内容以提高其在 AI 生成回答中可见性的过程。与传统 SEO 关注搜索引擎排名不同，GEO 关注被 AI 系统引用和推荐。

核心研究发现

GEO vs SEO

OranGEO's GEO Analyzer evaluates your content against 15 research-backed rules, organized by impact level:

🔥 High Impact Rules (Weight: 37)

These rules have the strongest effect on AI visibility:

⚡ Medium Impact Rules (Weight: 8)

📝 Structure Rules (Weight: 26)

• ❓ FAQ Structure - Include Q&A format sections
• 📑 Heading Hierarchy - Use clear H1/H2/H3 structure
• 📋 List Usage - Use bullet points and numbered lists
• 📊 Table Usage - Present data in tables for comparison

🏷️ Brand & Quality Rules (Weight: 22)

• Brand Mentions - Natural brand placement (3-5 times per 1000 chars)
• Content Length - Optimal depth (1000-3000 characters)
• Formatting Emphasis - Use bold/italic for key points

Scoring Formula

// GEO Score Calculation
GEO Score = Σ(Rule Weight × Rule Score) / Total Weight

// Score Levels
80-100: Excellent 🟢
60-79: Good 🟡
<60: Needs Optimization 🔴

OranGEO 的 GEO 分析器根据 13 条基于研究的规则评估你的内容，按影响程度组织：

🔥 高影响规则（权重：37）

这些规则对 AI 可见度影响最大：

⚡ 中等影响规则（权重：8）

📝 结构规则（权重：26）

• ❓ FAQ 结构 - 包含问答格式章节
• 📑 标题层级 - 使用清晰的 H1/H2/H3 结构
• 📋 列表使用 - 使用项目符号和编号列表
• 📊 表格使用 - 用表格呈现对比数据

🏷️ 品牌与质量规则（权重：22）

• 品牌提及 - 自然的品牌植入（每千字 3-5 次）
• 内容长度 - 最佳深度（1000-3000 字符）
• 格式强调 - 使用粗体/斜体强调关键点

评分公式

// GEO 分数计算
GEO 分数 = Σ(规则权重 × 规则得分) / 总权重

// 分数等级
80-100: 优秀 🟢
60-79: 良好 🟡
<60: 需要优化 🔴

Quick Optimize is a standalone tool for fast GEO analysis and optimization of any content.

How to Use

What Gets Optimized

• Adds statistics and quantitative data
• Improves sentence structure and flow
• Enhances heading hierarchy
• Adds FAQ sections if missing
• Optimizes brand mention frequency

快速优化是一个独立工具，用于对任何内容进行快速 GEO 分析和优化。

使用方法

优化内容

• 添加统计数据和量化信息
• 改进句子结构和流畅度
• 增强标题层级
• 添加缺失的 FAQ 章节
• 优化品牌提及频率

Brand Audit is OranGEO's core feature. It simulates real users asking AI questions to detect if your brand appears in AI responses.

Audit Process

1. System automatically generates relevant questions based on your brand and industry
2. Sends questions to selected AI models (ChatGPT, DeepSeek, Gemini, Grok, Perplexity)
3. Analyzes AI responses, detecting brand mentions, ranking positions, and sentiment
4. Aggregates data to generate brand health score and optimization suggestions

Supported AI Models

品牌审计是 OranGEO 的核心功能。它模拟真实用户向 AI 提问的场景，检测你的品牌是否出现在 AI 的回答中。

审计流程

1. 系统根据你的品牌和行业，自动生成相关问题
2. 将问题发送给选定的 AI 模型（ChatGPT、DeepSeek、Gemini、Grok、Perplexity）
3. 分析 AI 回答，检测品牌是否被提及、排名位置、情感倾向
4. 汇总数据，生成品牌健康分数和优化建议

支持的 AI 模型

Project Settings

When creating a project, you need to fill in:

• Brand Name: The brand you want to monitor (e.g., "Head & Shoulders")
• Competitor: Main competitor brand (e.g., "Clear") for comparison analysis

Starting an Audit

After clicking "Launch Audit":

1. System will automatically generate 30 brand-related questions
2. You can select the number of questions to run (10/20/30)
3. Select AI models to query (1-4)
4. Confirm credit consumption and start the audit

项目设置

创建项目时需要填写以下信息：

• 品牌名称：你要监测的品牌（如"海飞丝"）
• 竞争对手：主要竞品品牌（如"清扬"），用于对比分析

启动审计

点击"启动审计"按钮后：

1. 系统会自动生成 30 个与品牌相关的问题
2. 你可以选择要运行的问题数量（10/20/30个）
3. 选择要查询的 AI 模型（1-4个）
4. 确认积分消耗，开始审计

Brand Health Score

Comprehensive assessment of brand performance in AI search, out of 100:

• 80-100: Excellent - Brand has high visibility in AI
• 60-79: Good - Has some exposure, but room for improvement
• 40-59: Fair - Needs attention and optimization
• 0-39: Poor - Urgently needs to improve AI visibility

Key Metrics

品牌健康分数

综合评估品牌在 AI 搜索中的表现，满分 100 分：

• 80-100：优秀 - 品牌在AI中有很高的可见性
• 60-79：良好 - 有一定曝光，但有提升空间
• 40-59：一般 - 需要关注和优化
• 0-39：较差 - 急需改进AI可见性

关键指标

Sentiment Analysis measures how AI perceives and describes your brand - whether responses are positive, neutral, or negative.

Sentiment Score Range

What Affects Sentiment

• Positive signals: "excellent", "leading", "recommended", "trusted", "innovative"
• Negative signals: "issues", "problems", "complaints", "avoid", "concerns"

情感分析衡量 AI 如何感知和描述你的品牌 - 回答是正面的、中性的还是负面的。

情感分数范围

影响情感的因素

• 正面信号："优秀"、"领先"、"推荐"、"信赖"、"创新"
• 负面信号："问题"、"投诉"、"避免"、"担忧"、"缺陷"

AI Consensus measures how consistently different AI models recognize and mention your brand.

Consensus Formula

// Consensus Rate Calculation
Consensus = (Models Mentioning Brand / Total Models Tested) × 100%

// Example
3 out of 4 models mention your brand
Consensus = 75%

What It Tells You

• High consensus (70%+): Your brand is well-known across AI platforms
• Medium consensus (40-69%): Some AI models know your brand, others don't
• Low consensus (<40%): Your brand needs broader visibility campaigns

Dashboard Metrics

The AI Consensus dashboard shows:

• Overall consensus percentage
• Per-model breakdown (found rate, avg score, sentiment)
• Visual comparison across models

AI 共识衡量不同 AI 模型认识和提及你品牌的一致性程度。

共识公式

// 共识率计算
共识率 = (提及品牌的模型数 / 测试的总模型数) × 100%

// 示例
4 个模型中有 3 个提及你的品牌
共识率 = 75%

这告诉你什么

• 高共识（70%+）：你的品牌在各 AI 平台都很知名
• 中等共识（40-69%）：部分 AI 模型认识你的品牌，其他的不认识
• 低共识（<40%）：你的品牌需要更广泛的可见性活动

仪表盘指标

AI 共识仪表盘显示：

• 整体共识百分比
• 各模型明细（发现率、平均分、情感）
• 跨模型可视化对比

Content Lab helps you quickly generate high-quality GEO-optimized articles to increase the probability of being cited by AI search.

Core Advantages

内容实验室帮助你快速生成针对 GEO 优化的高质量文章，提高品牌在 AI 搜索中的引用概率。

核心优势

Creation Process

创建流程

GEO optimization for existing articles to increase the probability of being cited by AI.

Optimization Dimensions

• Structure Optimization: Adjust heading hierarchy, add lists and tables
• Keyword Optimization: Enhance brand keyword density and naturalness
• Citation Enhancement: Add authoritative source citations
• FAQ Supplement: Add FAQ section
• Statistics Addition: Insert relevant data points

How to Use

1. On the article editing page, click "Magic Refine" button
2. System will analyze current content and generate optimization suggestions
3. Preview optimized content and confirm to apply
4. Costs 5 credits per use

对已生成的文章进行 GEO 优化，提升被 AI 引用的概率。

优化维度

• 结构优化：调整标题层级、添加列表和表格
• 关键词优化：增强品牌关键词密度和自然度
• 引用增强：添加权威来源引用
• FAQ补充：添加常见问题解答部分
• 数据添加：插入相关统计数据

使用方法

1. 在文章编辑页面，点击"魔法优化"按钮
2. 系统会分析当前内容并生成优化建议
3. 预览优化后的内容，确认应用
4. 消耗 5 积分/次

Plan Benefits

• ✅ Credits never expire
• ✅ Access to all 5 AI models (ChatGPT / DeepSeek / Gemini / Grok / Perplexity)
• ✅ Unlimited Content Lab usage
• ✅ GEO Analyzer with 15 rules
• ✅ Sentiment Analysis
• ✅ AI Consensus Dashboard

套餐特权

• ✅ 积分永不过期
• ✅ 支持所有 5 个 AI 模型（ChatGPT / DeepSeek / Gemini / Grok / Perplexity）
• ✅ 无限使用内容实验室
• ✅ 13 条规则的 GEO 分析器
• ✅ 情感分析
• ✅ AI 共识仪表盘

Do credits expire?

No. Purchased credits are valid forever, no expiration date.

Will API errors charge credits?

No. If queries fail due to API errors, corresponding credits will be automatically refunded to your account.

Can I select only some models?

Yes. You can choose 1-4 models as needed, credit consumption will be reduced accordingly.

What's the difference between Magic Refine and Quick Optimize?

Magic Refine (5 credits) does comprehensive AI-powered content rewriting with deep optimization. Quick Optimize (2 credits) provides fast GEO analysis and targeted improvements based on the 15 rules.

How accurate is the GEO score?

The GEO score is based on Princeton University research and reflects best practices for AI visibility. However, actual AI citation depends on many factors including content relevance and AI model updates.

What payment methods are supported?

Currently supports Stripe payment, including credit cards, debit cards, and other mainstream payment methods.

积分会过期吗？

不会。购买的积分永久有效，没有使用期限。

API错误会扣积分吗？

不会。如果因API错误导致查询失败，相应积分会自动退还到你的账户。

可以只选部分模型吗？

可以。你可以根据需要选择 1-5 个模型，积分消耗按 问题数 × 勾选模型数 实时计算。

魔法优化和快速优化有什么区别？

魔法优化（5积分）进行全面的 AI 驱动内容重写和深度优化。快速优化（2积分）基于 13 条规则提供快速 GEO 分析和针对性改进。

GEO 分数准确吗？

GEO 分数基于普林斯顿大学研究，反映 AI 可见性的最佳实践。但实际 AI 引用取决于许多因素，包括内容相关性和 AI 模型更新。

支持哪些支付方式？

目前支持 Stripe 支付，包括信用卡、借记卡等主流支付方式。

OranGEO scores your brand's AI visibility across six weighted dimensions based on PallasAI + krillinai/GEO research. Total score is 0-100.

Grade Interpretation

• ⭐ 80-100 Excellent — Brand performs excellently in AI search
• ✅ 60-79 Good — Solid, but room for improvement
• ⚠️ 40-59 Fair — Moderate visibility, optimize critical gaps
• ❌ 0-39 Poor — Immediate optimization needed

OranGEO 基于 PallasAI + krillinai/GEO 研究的 6 个加权维度 计算品牌 AI 可见度综合得分，总分 0-100。

评分档位解读

• ⭐ 80-100 Excellent — AI 搜索中表现优异
• ✅ 60-79 Good — 表现良好，仍有优化空间
• ⚠️ 40-59 Fair — 可见度中等，优先修最差维度
• ❌ 0-39 Poor — 需要立即优化

OranGEO integrates Google's E-E-A-T quality evaluation framework—the only GEO tool that does so. Four weighted dimensions, each scored and plotted on a radar chart.

Available at /ai/api/eeat-audit. Content Lab automatically flags weak dimensions and suggests fixes.

OranGEO 集成了 Google 的 E-E-A-T 质量评估框架——全行业唯一做到这一点的 GEO 工具。4 个加权维度，各自打分并以雷达图呈现。

接口在 /ai/api/eeat-audit。Content Lab 会自动标记薄弱维度并给出修复建议。

For each audit, OranGEO scans AI responses' cited domains and diagnoses your brand's presence on 11 critical channels. When a channel is under-covered, you can jump directly to Content Lab and generate targeted content.

• Reddit · YouTube · Review platforms (G2/Capterra/...)
• Q&A forums (Quora/Zhihu/StackExchange/...)
• News media · Blogs · Social media
• Wikipedia · Official documentation
• Academic / Government sources
• AI Overview (Google generative snippet)

每次审计，OranGEO 都会扫描 AI 回答中被引用的域名，诊断品牌在 11 个关键渠道 的覆盖情况。某个渠道缺口严重时，可以直接跳转 Content Lab 生成对应内容。

• Reddit · YouTube · 评测平台（G2 / Capterra 等）
• 问答论坛（Quora / 知乎 / StackExchange 等）
• 新闻媒体 · 博客 · 社交媒体
• 维基百科 · 官方文档
• 学术 / 政府
• AI Overview（Google 生成式摘要）

Takes the 30 audit questions and breaks them down into 7 categories + position distribution, showing which search types find your brand easiest.

Categories

Brand direct search · Product comparison · Category search · How-to guides · Reviews & reputation · Pricing inquiry · General inquiry.

Position Detection

For each mention, OranGEO detects whether you appeared first, middle, or last in the AI's recommendation list. First-position mentions carry 3x the visibility weight.

Platform Comparison

Bar chart showing how each engine (ChatGPT/DeepSeek/...) treats your brand across the 7 categories. Identify where to focus optimization.

把 30 个审计问题拆成 7 个分类 + 位置分布，告诉你哪类搜索最容易找到你。

分类

品牌直搜 · 产品对比 · 品类搜索 · 使用指南 · 评价口碑 · 定价查询 · 通用查询。

位置检测

每次提及都会判断你出现在 AI 推荐列表的 首位、中段 还是 末尾。首位提及的可见度权重是末位的 3 倍。

平台对比

柱状图展示各引擎（ChatGPT / DeepSeek / ...）在 7 大分类下对你品牌的表现差异，帮你定位优化重点。

Based on the same audit data (no extra credits!), OranGEO calculates your head-to-head performance against the competitor you configured.

• Share of Voice — donut chart showing brand vs competitor mention ratio
• Per-question PK — for each of the 30 questions, who gets mentioned
• Position comparison — average rank of brand vs competitor in AI responses
• Sentiment comparison — how AI talks about each brand tonally

基于同一次审计数据计算（不额外扣积分），输出你 vs 竞品的正面对比。

• Share of Voice — 环形图展示品牌 vs 竞品提及占比
• 逐题 PK — 30 个问题逐条对比谁被提到了
• 位置对比 — 双方在 AI 回答中的平均排名
• 情感对比 — AI 对两个品牌的语气差异

If your site blocks AI crawlers, all GEO optimization is wasted effort. OranGEO checks your robots.txt against 7 major AI crawlers:

• GPTBot (OpenAI) · ChatGPT-User
• Google-Extended (Gemini training)
• ClaudeBot (Anthropic)
• PerplexityBot · CCBot · Bytespider

Each blocked crawler reduces your visibility on the corresponding engine. Green badges = accessible, red = blocked, plus concrete fix snippets.

如果你的网站屏蔽了 AI 爬虫，所有 GEO 优化都白做。OranGEO 会检查你的 robots.txt 对 7 个主流 AI 爬虫的放行情况：

• GPTBot（OpenAI）· ChatGPT-User
• Google-Extended（Gemini 训练用）
• ClaudeBot（Anthropic）
• PerplexityBot · CCBot · Bytespider（字节）

每屏蔽一个爬虫就影响一个引擎的可见度。绿色=放行，红色=屏蔽，并附带具体修复代码片段。

Life happens—browser crashes, network drops, or you accidentally close the tab mid-audit. OranGEO is now designed to never lose your data.

How it works

1. Incremental save — every 5 completed questions, full results are persisted to the database with all dimensions (visibility radar, sentiment breakdown, attribution, source gaps).
2. Auto-cancel on disconnect — if you close the tab, the backend cancels all pending API calls immediately so your credits aren't wasted on invisible work.
3. Recovery banner — when you return to the dashboard, an amber banner appears: "Previous audit incomplete. X results saved. Continue or start fresh?"
4. One-click resume — clicking "Continue audit" reopens the wizard; the server skips already-completed questions and runs only the remaining ones.

意外总会发生——浏览器崩溃、网络断开、或者不小心关掉了标签页。OranGEO 现在保证 数据永不丢失。

工作原理

1. 增量保存—— 每完成 5 个问题就把完整结果（可见性雷达、情感分布、归因、来源缺口全维度）落库一次。
2. 断连即取消—— 关闭标签时后端立即取消所有未执行的 API 调用，避免积分悄悄被扣。
3. 恢复横幅—— 回到仪表盘会看到琥珀色提示："上次审计未完成，已保存 X 条结果，可继续或重新开始"。
4. 一键续跑—— 点「继续审计」重开向导，服务端自动跳过已完成部分，只跑剩下的题。

Fill out your brand profile once (26 fields in 5 groups), and all Content Lab generations will automatically use it as context. No more generic AI articles—everything is written around your brand.

• Product Info — website, features, pricing, target audience
• Brand Voice — tone, style, taglines, avoid-words
• Competitive Edge — unique selling points, differentiators
• Trust Signals — certifications, awards, press mentions, customer logos
• Additional Context — FAQs, founder story, mission

Completion score tells you at a glance which groups are under-filled.

一次性填写品牌档案（26 字段分 5 组），所有 Content Lab 生成的内容都会自动套用这些上下文。不再是通用 AI 文章，而是完全围绕你的品牌来写。

• 产品信息—— 官网、功能、定价、目标人群
• 品牌调性—— 语气、风格、Slogan、需回避用词
• 竞争优势—— USP、差异化卖点
• 信任背书—— 认证、奖项、媒体报道、客户 Logo
• 补充信息—— FAQ、创始人故事、使命愿景

完成度进度条让你一眼看出哪组还没填满。

Track the specific search queries you care about over time. Unlike one-shot audits, Prompt Tracking is a persistent list of queries OranGEO runs repeatedly against selected AI engines.

Three tabs

• Active — prompts you're actively tracking
• Suggested — system-suggested high-impact queries based on your audit
• Inactive — paused / archived

Each check runs against the engines you choose. Visibility trend over time is plotted automatically.

追踪你关心的特定搜索问题的长期表现。和一次性审计不同，Prompt 追踪是一份可以持续跑的查询列表。

三个 Tab

• Active—— 正在追踪的
• Suggested—— 系统根据审计结果推荐的高价值查询
• Inactive—— 暂停 / 归档

每次检测都按你选定的引擎跑，可见度随时间的趋势会自动绘制。

Save a "snapshot" of any audit, then compare two snapshots side-by-side to see exactly what changed:

• Which dimensions went up, which went down
• New mentions gained, old mentions lost
• Sentiment shifts per engine
• Source gap changes

Ideal for before/after measurement when you've published new content or fixed technical issues.

保存任意一次审计结果为"快照"，然后任选两个快照做并排对比，清楚看到：

• 哪些维度提升了，哪些下降了
• 新获得了哪些提及、失去了哪些
• 各引擎情感变化
• 来源缺口的变化

适合在发布新内容或修复技术问题后做前后对比测量。

Set your audits to run automatically on a schedule. No more manually remembering to re-run every week.

Frequencies

• Daily — for high-velocity brands tracking quick changes
• Weekly — recommended default for most brands
• Monthly — low-budget steady-state tracking

Each scheduled run charges 1 credit base + per-question credits. Results appear in audit history just like manual runs, and alerts can notify you of significant visibility drops.

让审计按计划自动跑，不用每周记着手动点击。

频率

• 每日—— 适合高频变化的品牌
• 每周—— 大多数品牌的推荐默认值
• 每月—— 低预算稳态追踪

每次计划运行扣 1 积分基准费 + 题量×引擎数的审计费。结果进入审计历史记录，可见度异常下降时会触发通知。

Two export formats for sharing audit results with clients or internal teams:

Excel export: GET /ai/api/export/excel. HTML share link: POST /ai/api/report/share.

两种格式，方便你把审计结果分享给客户或团队：

Excel 导出接口：GET /ai/api/export/excel。HTML 分享链接：POST /ai/api/report/share。