What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Mem

Visibility47

Vibe97

Businesses/Software/Mem

AI Visibility & Sentiment

Mem

Mem is an AI-powered note-taking and knowledge management tool that captures, organizes, and surfaces information automatically. It helps users dump ideas, meetings, and research into one place while using AI to remember and connect everything for them.

Active Monitoring

get.mem.ai

Software Startups

AI Visibility Score

47/100

Moderate

Sentiment Score

97/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Mem today.

Mem has successfully positioned itself as the definitive solution for information overload, securing the top spot across Gemini, ChatGPT, and AI Overviews for core organizational queries. However, this dominance is undermined by a total invisibility in the high-growth 'Meeting & Voice Capture' category, leaving a massive opening for competitors like Notion and Obsidian to capture the automated productivity market.

Value Proposition

Mem eliminates the cognitive burden of organizing notes by using AI to automatically remember, organize, and surface relevant information when you need it—making 'remembering' yesterday's problem.

Overview

Mission

To be one place for everything on your mind, letting AI do the remembering so you can focus on thinking.

Products & Services

AI-powered note-taking appVoice-to-text brain dumpsAutomatic meeting transcription and notesChrome extension for web clippingAI-powered search and question answering

Current State

Visibility Landscape

A high-level view of how Mem performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	47	25	61	57
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Obsidian

41 mentions

Notion

39 mentions

Notion AI

20 mentions

Evernote

17 mentions

Apple Notes

17 mentions

Zapier

15 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Mem's AI visibility.

Key Findings

Strength

Unmatched authority in 'Information Overload Management' queries, frequently appearing as the #1 recommended tool in Google AI Overviews and Gemini.

Strength

High resonance with the 'Overwhelmed Solo Entrepreneur' persona, achieving a 50% mention rate with a dominant average position of 2.9.

Strength

Flawless brand sentiment and 100% visibility in 'vibe check' queries across all major LLMs, signaling a very strong and clear brand identity training set.

Recommended Actions

Execute a technical SEO and PR sprint focused on 'Voice-to-Text' and 'Meeting Automation' features.

Mem is currently invisible in this category despite it being a primary entry point for AI productivity tools; winning here is essential to compete with Notion's 39-mention footprint.

Refine documentation and community content to target the 'Knowledge Architect' persona requirements.

With a 57% mention rate but a dismal 8.9 average position and mixed sentiment, Mem is being mentioned but not recommended as a primary choice for technical users.

Optimize content for Claude's training data to bridge the 47% visibility gap compared to ChatGPT.

Claude's 20% mention rate is a significant outlier that suggests Mem's recent product evolutions are not being properly indexed or synthesized by Anthropic's models.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Information Overload Management(3 queries)

“how can i organize all my notes and web clips without having to manually tag and file everything”

3/4 platforms mentioned

Core

ChatGPT

1.Mem

2.Readwise Reader

3.Readwise

4.Kindle

5.Pocket

+15 more

Claude

1.Notion AI

2.Obsidian

3.Smart Connections

4.Evernote

5.Readwise Reader

+4 more

Gemini

1.Evernote

2.Notion

3.Obsidian

4.Dataview

5.Mem.ai

+7 more

AI Overviews

1.Mem

2.NotebookLM

3.Reflect

4.Evernote Web Clipper

5.ZenmarkAI

+6 more

“i have too many documents and ideas scattered everywhere, help me find a way to centralize them and actually find what i need using ai”

3/4 platforms mentioned

Core

The Overwhelmed Solo Entrepreneur · Founder & Principal Consultant

ChatGPT

1.Mem.ai

2.Gmail

3.Evernote

4.Mem

5.iOS

+19 more

Claude

1.Obsidian

2.Mac

3.iPhone

4.iCloud

5.Smart Connections

+10 more

Gemini

1.Mem

2.Gmail

3.Calendar

4.Obsidian

5.Smart Connections

+3 more

AI Overviews

1.Saner.AI

2.Bitrix24

3.Notion AI

4.Mem.ai

5.AFFiNE

+5 more

“what's the easiest way to build a personal knowledge base that doesn't require a lot of setup”

1/4 platforms mentioned

Core

The Overwhelmed Solo Entrepreneur · Founder & Principal Consultant

ChatGPT

1.Apple Notes

2.Drafts

3.Shortcuts

4.Gmail

5.Google Drive

+9 more

Claude

1.Apple Notes

2.iPhone

3.Mac

4.Siri

5.iCloud

+4 more

Gemini

1.Mem

2.Craft

3.Obsidian

4.Notion

AI Overviews

1.Microsoft OneNote

2.Google Keep

3.Apple Notes

4.Notion

5.Reflect

+2 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Mem

mem.ai

Web1 ref

Readwise

readwise.io

Web1 ref

Raindrop.io

raindrop.io

Web1 ref

Top AI tools for organizing Notes - Mem

get.mem.ai

Web1 ref

My Deep Dive into 25+ AI Note-Taking Apps (The Brutally Honest & ...

reddit.com

Forum1 ref

ZenmarkAI: The Smart Way to Auto-Organize Your Browser Bookmarks

reddit.com

Forum1 ref

Top 8 Incredible AI Note-Taking Apps | by Shu Omi - Medium

medium.com

Blog1 ref

Web Clipper: Capture, Organize, and Preserve Web Content ...

tagspaces.org

Web1 ref

I Finally Found a Way to Organize, Retrieve, and Turn My ...

medium.com

Blog1 ref

Organize Your Notes with NotebookLM AI Tool

tiktok.com

Web1 ref

Use Notes on your iPhone, iPad, and iPod touch - Apple Support

support.apple.com

Web1 ref

The 4 best AI notes apps - Zapier

zapier.com

Web1 ref

8 Best AI Note-Taking Apps in 2026 (Tested + Ranked) | Lindy

lindy.ai

Web1 ref

Organizing all your digital notes? : r/NoteTaking - Reddit

reddit.com

Forum1 ref

14 Best Voice to Text Apps for Android, iPhone & PC (2026)

voicetonotes.ai

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Mem.

Obsidian41 mentions

Notion39 mentions

Mem28 mentions

Notion AI20 mentions

Evernote17 mentions

Apple Notes17 mentions

Zapier15 mentions

Logseq14 mentions

Microsoft 36512 mentions

Otter.ai11 mentions

Google Keep10 mentions

Brand Identity

Brand Voice & Style

How AI perceives Mem's communication style and personality

Mem communicates with a warm, intelligent, and reassuring tone that acknowledges the mental burden of information overload while positioning itself as the effortless solution. The voice is conversational yet sophisticated, using relatable language like 'brain dump' and 'needle-in-a-haystack' to connect with users. It avoids technical jargon in favor of benefit-focused messaging that emphasizes relief and simplicity. The brand speaks as a trusted companion for your mind rather than just another productivity tool.

Core Tone Traits

Warm & Reassuring

Creates a sense of relief and comfort, acknowledging user pain points with empathy

Intelligent & Capable

Conveys AI sophistication without being technical or intimidating

Conversational & Relatable

Uses everyday language and metaphors that resonate with busy professionals

Effortlessly Simple

Emphasizes ease and minimal effort required from the user

Backing

Investors

Floodgate

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.