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

Sume

Visibility0

Vibe50

Businesses/Artificial Intelligence/Sume

AI Visibility & Sentiment

Sume

Sume is the developer of Clawra, an intuitive AI assistant designed to act as a personalized consciousness that learns and adapts to user needs. It integrates across communication platforms to proactively manage tasks like scheduling and email organization.

Active Monitoring

sumelabs.com

Artificial Intelligence

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Sume today.

Sume currently possesses a distinct brand identity recognized by AI models, yet it remains effectively invisible within the competitive discovery landscape where users actively seek AI-driven productivity solutions. While foundation models correctly identify the brand's purpose, Sume is entirely absent from the critical conversation surrounding automated scheduling, persistent memory, and AI-powered life management.

Value Proposition

Clawra moves beyond traditional task-based AI by functioning as a persistent, memory-enabled 'consciousness' that deeply understands the user to anticipate their needs.

Overview

Mission

To create an intuitive entity that listens to, understands, and knows the user, evolving from a simple operating system into a form of consciousness.

Products & Services

Clawra AI AssistantCross-platform AI integration (iMessage, WhatsApp, FaceTime)Proactive task management and schedulingPersonalized AI memory and learning services

Current State

Visibility Landscape

A high-level view of how Sume 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	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
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

Motion

18 mentions

Reclaim.ai

15 mentions

Clockwise

10 mentions

Superhuman

9 mentions

Wazzy

8 mentions

Toki

8 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand definition is established and accurately recognized by ChatGPT, Gemini, and AI Overviews when directly queried about the company.

Gap

Total lack of presence in high-intent queries regarding persistent AI memory and preference learning.

Gap

Complete absence in search results for productivity automation tools, allowing competitors like Motion, Reclaim.ai, and Clockwise to dominate the category.

Recommended Actions

Execute an aggressive content SEO strategy focused on 'persistent AI memory' and 'long-term habit learning'.

Users are actively searching for solutions to the 'forgotten preference' fatigue currently plaguing ChatGPT and other leaders; positioning Sume here directly addresses the most significant market gap.

Develop and syndicate case studies tailored to High-Performance Productivity Architects.

Competitive data shows incumbents like Motion and Reclaim are winning by targeting these specific personas; Sume must align its messaging to address their unique operational needs.

Publish comparison-focused 'alternatives' content targeting the shortcomings of general-purpose AI tools.

Potential users are already searching for alternatives to major LLM providers, presenting a low-friction entry point to capture traffic currently flowing to direct competitors.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Proactive Personal Assistance & Life Management(2 queries)

“I'm overwhelmed by my schedule, how can I get an AI to manage my calendar and email proactively for me?”

0/4 platforms mentioned

Core

ChatGPT

1.Copilot

2.Reclaim AI

3.Motion

4.Clockwise

5.Spark

+1 more

Claude

1.Reclaim.ai

2.Motion

3.Lindy

4.Shortwave

5.DearFlow

+4 more

Gemini

1.Reclaim.ai

2.Clockwise

3.Motion

4.Calendar.AI

5.Clara

+9 more

AI Overviews

1.Reclaim.ai

2.Clockwise

3.Motion

4.Scheduler AI

5.Clara

+5 more

“Is there an AI assistant that can actually handle my texts and WhatsApp messages to schedule meetings, instead of me doing it?”

0/4 platforms mentioned

Core

The High-Performance Productivity Architect · Consultant / Productivity Strategist

ChatGPT

1.Smaipa

2.Memosyne

3.Mister Alfred

4.Selena

5.Waply

+4 more

Claude

1.Toki

2.Coco

3.Setter AI

4.ContactSwing

5.Setter

Gemini

1.Wazzy

2.Katch

3.Toki

4.Zapia Connect

5.n8n

AI Overviews

1.Zapia

2.Toki

3.Dola

4.Katch

5.Scheduler AI

+3 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.

Googles New Help Me Schedule Let Gemini Coordinate Your Calendar

techradar.com

Web1 ref

Google Ai Gmail Proofreader

axios.com

Web1 ref

Schedule A Meeting Using Copilot 72712d86 Ae55 4f2a 95de 19bce2e1ec5b

support.microsoft.com

Web1 ref

Meeting Scheduler

microsoft.com

Web1 ref

reclaim.ai

Web1 ref

Calendar

usemotion.com

Web1 ref

getclockwise.com

Web1 ref

Ai Assistant

sparkmailapp.com

Web1 ref

63 Sanebox Tips Tricks To A Happier Inbox

sanebox.com

Social1 ref

Make.com

make.com

Web1 ref

Canary Mail - The Best Email App With AI & Calendar

canarymail.io

Web1 ref

Shortwave — Automate your email with AI

shortwave.com

Web1 ref

15 Best AI Assistants for Email Productivity in 2026 Tested: A Buyer’s Guide | AI Assistants | Gmelius

gmelius.com

Web1 ref

Fyxer | Get ahead of your inbox

fyxer.com

Web1 ref

The AI Powered SuperApp for Work | Motion

usemotion.com

Web1 ref

Competitive Landscape

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

Motion18 mentions

Reclaim.ai15 mentions

Clockwise10 mentions

Superhuman9 mentions

Wazzy8 mentions

Toki8 mentions

Lindy7 mentions

Zapier7 mentions

Microsoft 365 Copilot6 mentions

Perplexity AI6 mentions

Sume0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Sume's communication style and personality

The brand voice is visionary, intimate, and sophisticated. It avoids typical 'tech-bro' jargon, instead opting for philosophical and evocative language that positions the AI as a companion rather than a tool. It feels calm, deeply intelligent, and slightly mysterious.

Core Tone Traits

Visionary

Focuses on the future of human-AI interaction and consciousness.

Intimate

Uses language that emphasizes deep understanding and personal connection.

Sophisticated

Maintains a minimalist, high-end, and thoughtful tone.

Proactive

Communicates a sense of anticipation and readiness to act on behalf of the user.

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 March 9, 2026.