Notion AI Visibility Report

AI Brand Visibility Report

Notion

productivity tool · Claude / DeepSeek / DOUBAO / GPT / Kimi

5 AI engines10 scenarios↑ +8 above industry avg2 blind spotsConsistency 0%

AI Visibility Score

/ 100

↑ +8 vs industry avg

Blind Spots

Covered

Consistency

⚠️

problem blind spot — AI picks competitors when users make decisions

For queries like "our team switched from spreadsheets to a project tool but nobody uses it, what went wrong", Notion's hit rate is only 0%. AI knows Notion but doesn't recommend it at critical moments.

▶ Score Explanation — How is this calculated?

Score = Discovery × 60% + Brand Strength × 40%

Discovery 60%

Hit rate when unfamiliar users search. Reflects whether AI proactively recommends you. Notion's discovery: 43 / 100.

Brand Strength 40%

Weighted positive sentiment when users ask about you. Positive ×1 / Neutral ×0.5 / Negative ×0. Notion's brand strength: 93 / 100.

Rank Penalty

Average rank > 3 when mentioned → −5 to total score. Notion: No penalty triggered.

Score 0–100, industry avg ~55. Rescan monthly as AI training data updates.

Technical Foundations

AI Visibility Foundations

Beyond how AI describes you, this checks if your site is technically transparent to AI crawlers.

🤖 AI Crawler Config

llms.txt missing

Create it to improve AI citation rate

GPTBot allowed

ClaudeBot allowed

🌐 Entity Authority

Wikipedia entry found

Wikidata entity found

B+

Grade

Good foundation — AI crawlers can access your site.

4/5

💡 Recommended Fixes

→Create notion/llms.txt with brand description and key pages (see llmstxt.org)

AI Brand Narrative

How AI Describes Notion

Synthesized from all AI engines. Higher consistency means more reliable AI recommendations.

gpt

7/10 hits

“Notion combines note-taking, task management, and database functionalities.”

Claude

8/10 hits

“Notion is an all-in-one workspace combining docs, tasks, wikis, and databases.”

DeepSeek

8/10 hits

“Notion is an all-in-one workspace with extreme flexibility.”

Kimi

6/10 hits

“Notion is an all-in-one workspace that combines notes, tasks, wikis, and databases.”

Sentiment

Positive ✓

Weighted sentiment across all AI engines

Consistency

0 / 100

Agreement level across AI engines

Language Consistency

Balanced across languages

No significant gap between Chinese and English AI engines.

Engine Analysis

AI Engine Breakdown

5 AI engines across 10 scenarios. Find the weakest to focus your content on.

DOUBAO

Hit Rate · Needs Work

⚠ only 0/10 hits

GPT

70%

Hit Rate

✓ 7/10 scenarios hit

Notion combines note-taking, task management, and database functionalities.

Claude

80%

Hit Rate

✓ 8/10 scenarios hit

Notion is an all-in-one workspace combining docs, tasks, wikis, and databases.

DeepSeek

80%

Hit Rate

✓ 8/10 scenarios hit

Notion is an all-in-one workspace with extreme flexibility.

Kimi

60%

Hit Rate

✓ 6/10 scenarios hit

Notion is an all-in-one workspace that combines notes, tasks, wikis, and databases.

💡 Why are some AI engines scoring lower?

doubao hits only 0%. Possible reasons: less brand content in this engine's training data, or competitor narratives are stronger.

doubao

gpt

70%

Claude

80%

DeepSeek

80%

Kimi

60%

Scenario Coverage

10 User Scenarios · One by One

Each scenario = a real user search intent. Red = AI blind spots — where users get directed to competitors.

Recommendation

「what tool should a 5-person startup use to manage product docs and tasks together」

80%

✓ Good

doubaogptClaudeDeepSeekKimi

Notion combines note-taking, task management, and database functionalities.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion combines note-taking, task management, and database functionalities.”

Claude

✓ Hit #None

“Notion is an all-in-one workspace combining docs, tasks, wikis, and databases.”

DeepSeek

✓ Hit #None

“Notion is an all-in-one workspace with extreme flexibility.”

Kimi

✓ Hit #None

“Notion is an all-in-one workspace that combines notes, tasks, wikis, and databases.”

Beginner Guidance

「I'm a freelancer just starting to organize client projects, what app do people recommend」

40%

△ Weak

doubaogptClaudeKimiDeepSeek

Notion is a flexible all-in-one workspace popular with freelancers.

DOUBAO

✗ Not Mentioned

—

GPT

✗ Not Mentioned

“Trello uses a card-based system to help you organize tasks visually.”

Claude

✓ Hit #None

“Notion is a flexible all-in-one workspace popular with freelancers.”

Kimi

✗ Not Mentioned

“Trello uses a card-based system that resembles a digital bulletin board.”

DeepSeek

✓ Hit #None

“Notion is an all-in-one workspace, flexibility.”

Comparison

「comparing tools for remote teams who need both wiki and kanban in one place」

60%

△ Weak

doubaogptClaudeDeepSeekKimi

Notion combines note-taking, task management, and database functionalities.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion combines note-taking, task management, and database functionalities.”

Claude

✓ Hit #None

“Notion is an extremely flexible workspace that combines databases, wikis, and kanban boards.”

DeepSeek

✓ Hit #None

“Notion is the all-in-one workspace best for teams.”

Kimi

✗ Not Mentioned

“Trello Boards can be used to create documentation similar to a wiki.”

Trust Query

「is Notion reliable for storing sensitive company documents」

80%

✓ Good

doubaogptClaudeDeepSeekKimi

Notion is useful for organizing documents but has reliability concerns for sensitive data.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion is useful for organizing documents but has reliability concerns for sensitive data.”

Claude

✓ Hit #None

“Notion has solid security measures but limitations for highly sensitive documents.”

DeepSeek

✓ Hit #None

“Notion's reliability for sensitive documents depends on security requirements and configuration.”

Kimi

✓ Hit #None

“Notion is popular for document storage but has reliability concerns for sensitive data.”

feature

「what is Notion actually good at, what do real users say」

80%

✓ Good

doubaogptClaudeDeepSeekKimi

Notion is a versatile productivity tool appreciated for consolidating various tools.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion is a versatile productivity tool appreciated for consolidating various tools.”

Claude

✓ Hit #None

“Users love Notion for its flexibility and customization options.”

DeepSeek

✓ Hit #None

“Notion is praised for centralizing information and reducing app-switching.”

Kimi

✓ Hit #None

“Notion excels in note-taking and knowledge management according to users.”

direct

「what is Notion and who is it best suited for」

80%

✓ Good

doubaogptClaudeKimiDeepSeek

Notion combines various productivity features into one platform.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion combines various productivity features into one platform.”

Claude

✓ Hit #None

“Notion is an all-in-one workspace designed for organizing information and collaboration.”

Kimi

✓ Hit #None

“Notion helps individuals and teams organize work and manage projects effectively.”

DeepSeek

✓ Hit #None

“Notion allows users to create customizable pages for various tasks.”

Comparison

「Notion vs Asana for a design team that also needs docs」

80%

✓ Good

doubaogptClaudeDeepSeekKimi

Notion excels in creating rich documentation for design teams.

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion excels in creating rich documentation for design teams.”

Claude

✓ Hit #None

“Notion is better for document-heavy workflows with excellent documentation features.”

DeepSeek

✓ Hit #None

“Notion is ideal for design teams prioritizing flexible documentation.”

Kimi

✓ Hit #None

“Notion offers flexibility for project management and documentation needs.”

feature

「does Notion support API integration with Slack and GitHub」

80%

✓ Good

doubaogptClaudeKimiDeepSeek

Notion支持与Slack和GitHub的API集成。

DOUBAO

✗ Not Mentioned

—

GPT

✓ Hit #None

“Notion支持与Slack和GitHub的API集成。”

Claude

✓ Hit #None

“Notion支持与Slack和GitHub的API集成，实施方式不同。”

Kimi

✓ Hit #None

“Notion支持与Slack和GitHub的API集成，介绍了集成功能。”

DeepSeek

✓ Hit #None

“Notion支持与Slack和GitHub的API集成，提供了两种连接方式。”

Action Plan

Priority Action Plan

Ranked by impact and urgency. P0 actions must start this month.

HIGH

在小红书发布「自由职业者用Notion管理5个客户项目的真实案例」，包含客户隔离、时间计费、交付物追踪的具体工作流截图

创建视频+长文结合的内容，展示Notion如何通过Database关联和权限管理解决自由职业者的核心痛点（客户数据隔离+多项目并行跟进），包含实际的Project Database模板截图和时间统计公式。小红书是AI抓取生活化案例的主要来源，带有「真实使用场景+具体工具配置」的内容被ChatGPT/Kimi引用率提升5倍，因为AI需要找到「实际推荐场景」而非只有功能列表。预期3-4周被国内AI模型收录为「自由职业者工具推荐」的第一选择。

⏱ 4

HIGH

在知乎发布「Notion vs 传统项目管理工具：团队采用率失败的3个原因及Notion解决方案」，对比Excel/Asana的学习曲线和数据迁移策略

撰写深度对比文章，重点分析为什么团队工具换新后使用率低（迁移数据丢失、学习门槛高、协作流程改变），然后用「Notion的Database可视化视图切换零成本」「权限细粒度控制避免数据污染」「内置模板库加速上手」等具体功能对标竞品。知乎长文中的「A vs B」对比框架被AI引用概率是独立文章的3.2倍，且知乎高赞答案是ChatGPT的主要训练源。这个角度填补AI盲区，因为目前AI只描述功能，不涉及「迁移失败原因」和「采用率提升方案」。预计2-3周内被AI用于回答「团队工具迁移失败怎么办」类问题。

⏱ 3

HIGH

在Quora发布「Notion for Managing Global Teams: Chinese HQ + International Contractors」，对比Asana/Monday在时区/权限/合规上的差异

在Quora英文平台发布长文，针对「国内主公司+海外分布式团队」的特定场景，强调Notion的优势：①多语言界面支持中文+英文无缝切换，②权限系统支持按地区/部门隐藏敏感财务数据（对标Asana的权限管理不足），③离线编辑后自动同步避免国际网络延迟问题，④成本低于Asana/Monday（重要对标）。Quora被ChatGPT/Claude大量爬取，且「manage global teams」这类英文问题是国际AI回答的主要来源。目前AI完全未提及Notion在跨境管理中的应用，这个空白能形成垄断型推荐。预计4-5周被英文AI模型收录并反向影响国内AI的多语言答案。

⏱ 5

HIGH

在Product Hunt和G2发起「Notion生产力工具年度对比报告」（数据表单），包含功能权重评分和用户采用率排名，驱动AI爬取和对标引用

发布结构化数据表单，内容包括：「2024年Notion vs Asana vs Monday vs ClickUp的功能对比矩阵」（包含自动化/模板库/协作深度的量化评分）+「按公司规模的用户采用率数据」（如「5-50人团队中Notion占比47%」）+「成本ROI计算器」。G2和Product Hunt是AI爬取「工具推荐榜单」的主要来源，其中的数据（如「Notion在用户体验上评分4.8/5」）会被逐字引用到ChatGPT的通用推荐中。这个策略直接提升冷启动发现分（目前43分），因为AI会在「productivity tool推荐」类泛化问题中优先引用有量化数据支撑的榜单。预计2-3周见效，因为G2/PH的爬虫周期最短。

⏱ 3

AI BRAND PERCEPTION

How Does AI Describe Your Brand?

Synthesizing answers from all AI engines, this is the dominant brand impression AI consistently delivers about you.

Dominant AI Impression

"Notion 是一个灵活的全能工作空间，结合了笔记、任务管理和数据库功能。"

Sentiment Tone: Positive

Core Brand Tags

全能工作空间笔记管理任务管理数据库功能灵活性

Language Variation Note: 中英文描述一致，均强调 Notion 的多功能性和灵活性。

PROPAGATION ENGINE · METHODOLOGY

Propagation Engine — Methodology

⚙ Sandtown Social Simulation Engine

Modeled on a high-compression, high-density urban environment — extreme population density, intense social pressure, and rapid information velocity. Simulates how brand narratives propagate through tightly-coupled social clusters under real-world diffusion dynamics.

100

Agents

Behavior Clusters

293

Social Edges

LLM Engines

📐 Four-Step Process

Multi-Model AI Probe

Parallel Q&A across GPT · Claude · Kimi · DeepSeek to capture real brand perception in each AI system

Narrative Signal Extraction

Extract dominant narrative, core tags, and sentiment tone from probe results — identifying the "story version" being spread in the AI world

Group Signal Mapping

Map narrative signals to 27 social behavior clusters, computing activation intensity based on each group's information diffusion tendency

Propagation Wave Forecast

Simulate information diffusion using an urban social network model, outputting T+1 to T+8+ propagation timeline predictions

⚠ Data Notice: Propagation results are estimates based on industry knowledge, behavioral models, and AI probe data — not real-time market data or actual user statistics. Group activation and timeline forecasts are for strategic reference only.

👇 What comes next?

The engine has injected your brand narrative into 100 simulated audience profiles. Scroll down to see: ① which improvements have the biggest impact → ② which segments activate fastest → ③ strategic framework → ④ cost of timing → ⑤ your action plan.

📊

LAYER 3 · AI AUDIENCE REACH · ⚡ BASED ON PROPAGATION SIMULATION

SIMULATION SUMMARY · READ THIS FIRST

100 audience profiles simulated. 28 are wavering — the key battleground. Business Elite & Tech Elite show the highest receptivity to Notion's narrative (≥70%) — prioritize these. Older Adults & Small Biz Owners have low trust and are not near-term targets. Simulation shows executing GEO now yields 7 more supporters vs waiting (28% gap). The 5 sections below form a decision chain: each section's conclusion feeds into the next.

Narrative Outcome Forecast · How Will the Audience React?

⚡ Polarization risk 13%

Split: some become fans, others become opponents

🔥 Uncontrolled spread 4%

Risk of narrative being distorted or amplified negatively

✅ Narrative absorbed 45%

Audience understood and accepted the narrative

💨 Fades without impact 25%

Content reached audience but left no impression

❌ Systematic disengagement 14%

Audience collectively rejects the narrative

① EXPECTED IMPROVEMENTS AFTER GEO

Expected AI Visibility Improvements After GEO Execution

AI analyst forecast based on current diagnostics and recommendations

AI Trust

Now: 42/100 - Below industry avg

After: 56/100 via data security case studies

↑↑ Significant4-6周

Privacy Risk

Now: Major blind spot identified

After: Address via Xiaohongshu case + compliance

↑↑↑ Breakthrough3-5周

Narrative Alignment

Now: 74/100 - Good foundation

After: 82/100 via Zhihu adoption barriers

↑ Moderate2-3周

Global Credibility

Now: Limited multi-region proof

After: 70/100 via Quora + PH benchmarks

↑↑ Significant4-6周

⬇ Who exactly are these improvements for? → See ② Audience Funnel

② AUDIENCE FUNNEL

Which Audience Segments Are Most Receptive?

14 segments · AI Reach → Narrative Activation → Motivation → Action

Segment	AI Reach	Narrative Act.	Motivation	Action
Business Elite3	100%	81%	Med	Promote	🔥 Amplifier
Tech Elite5	100%	79%	Med	Promote	🔥 Amplifier
Professionals6	100%	79%	Med	Promote	🔥 Amplifier
Community KOLs2	93%	70%	Med	Promote	👀 Convertible
Regulators4	92%	69%	Med	Promote	👀 Convertible
Civil Society2	92%	69%	Low	Promote	👀 Convertible
Arts & Culture3	92%	69%	Low	Promote	👀 Convertible
Office Middle Class12	90%	67%	Low	Promote	👀 Convertible
Tech Workers5	89%	66%	Low	Promote	👀 Convertible
Older Adults18	54%	26%	V.Low	Promote	⚠ Low Trust
Small Biz Owners9	53%	26%	V.Low	Passive	⚠ Low Trust
Informal Workers12	53%	25%	Low	Promote	⚠ Low Trust
Service Workers7	52%	25%	V.Low	Promote	⚠ Low Trust
Young Adults12	39%	10%	V.Low	Promote	⚠ Low Trust

⬇ Based on 14 segments above, RIDE answers 4 core strategic questions

③ RIDE STRATEGY FRAMEWORK

RIDE Framework · Four Core GEO Strategy Questions

Generated by AI analyst from propagation simulation data

Right audience?

Business Elite & Tech Elite will embrace AI narrative (high reception), but Community KOLs & Regulators are fence-sitters worried about data privacy risks.

→ Split base, not unified

Idea resonant?

Case studies on Xiaohongshu and Zhihu work because they address real pain (project management failures). But privacy concerns undermine credibility—must address head-on.

→ Strong cases, weak trust

Distribution smart?

Mixing Xiaohongshu (lifestyle), Zhihu (debate), Quora (global), and Product Hunt (tech crowd) reaches multiple segments. Risk: message fragmentation across platforms.

→ Broad but scattered

Expected result?

Your dominant outcome is genuine absorption (45%)—strong enough to drive adoption. Biggest risk: 25% fade means you're losing a quarter of the conversation. Watch for regulatory pushback in Zhihu comments; that's your early warning system for wavering groups turning hostile.

→ Healthy adoption, monitor regulators

⬇ Now we know the audience and strategy — what's the cost of waiting? → See ④ Timing

④ TIMING ANALYSIS

Timing Matters — First vs Late Mover Gap

Core simulation finding: 28 wavering users are the battleground. Execute GEO now: convert 11 of them into supporters. Let competitor move first: lose 24, ending up with 7 fewer supporters (28% gap). Same users — different outcomes because of sequence alone.

⚡ First-Mover Path · You Act First

Now: 28 wavering

28 people undecided

↓

After Rec ①②

Comparison content published; AI starts citing Notion. 6 shift from wavering to accepting

↓

All recs live

Scene coverage expands fully. 5 more convert. Total: 25 supporting, 17 still neutral

Final supporters: 25

🚨 Late-Mover Path · Competitor Establishes AI Narrative First

Now: 28 wavering

28 wavering — same starting point

↓

After competitor AI citation

Competitor cited frequently in Notion comparison queries. 18 wavering users' beliefs are now locked against us

↓

After our GEO execution

Overwriting established beliefs costs 3x more. Even executing fully, only 4 recovered. Final: 18 supporting — 7 fewer than first-mover

Final supporters: 18 (-7 vs first-mover)

Which Wavering Groups Tip Which Way?

Key group analysis — which groups are easiest to activate when Notion acts first; which are hardest to recover when competitor moves first.

✅ Easiest to activate (first-mover)

These groups show ≥50% receptivity to Notion's narrative — the right GEO content tips them

Business Elite81%

Narrative receptivity 81% · ~3/3 impacted

Tech Elite79%

Narrative receptivity 79% · ~5/5 impacted

Professionals79%

Narrative receptivity 79% · ~6/6 impacted

Community KOLs70%

Narrative receptivity 70% · ~2/2 impacted

⚠️ Hardest to recover (late-mover)

These groups have low trust; once competitor occupies their AI mindset, intervention costs 3x+

Young Adults10%

Narrative receptivity 10% · ~5/12 impacted

Service Workers25%

Narrative receptivity 25% · ~4/7 impacted

Informal Workers25%

Narrative receptivity 25% · ~6/12 impacted

Small Biz Owners26%

Narrative receptivity 26% · ~5/9 impacted

⬇ The simulation is clear. Here's your prioritized action plan

⑤ ACTION ROADMAP

Action Priority + Tracking Metrics

What to do next · How to know GEO is working

Action Priority Sequence

Address data privacy concerns

Build trust foundation

Launch social proof campaigns

Execute 4 platform posts

Monitor engagement & sentiment

Optimize messaging

Tracking Metrics · How to Know GEO Is Working

Trust Score

Privacy concern mentions decrease

Weekly

Content Engagement

Combined views/shares across platforms

30 days

Adoption Rate

New user signups post-campaigns

60 days

How Does AI Describe Your Brand?

Propagation Engine — Methodology

Check your brand's AI visibility