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.

Roadmap Pricing

Get a demo

SoBrief

Visibility3

Vibe70

Businesses/EdTech / Book Summarization/SoBrief

AI Visibility & Sentiment

SoBrief

SoBrief is a digital platform that provides concise text and audio summaries of popular fiction and non-fiction books. It enables busy readers to consume key insights from a wide range of genres in just 10 minutes.

Active Monitoring

sobrief.com

EdTech / Book Summarization

AI Visibility Score

3/100

Invisible

Sentiment Score

70/100

Score by Priority

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 SoBrief today.

SoBrief currently possesses strong brand recognition for direct identity inquiries but suffers from a near-total absence in the natural discovery paths used by potential users. While competitors dominate the critical professional development and reading workflow conversations, SoBrief remains invisible to the very audiences it aims to serve.

Working in your favor

High brand recall in direct identity verification queries across all major AI platforms including ChatGPT, Claude, and Gemini

Minor visibility within Google AI Overviews for targeted leadership-focused book discovery

Gaps to close

Total absence in professional development and time-management query results where potential users seek high-efficiency reading solutions

Complete failure to capture the attention of high-intent personas like lifelong learners and startup founders

Lack of integration into the 'efficient reading workflow' narrative that competitors like Blinkist and Readwise have successfully cornered

Opportunities

Capitalize on the professional development niche by embedding SoBrief into the narrative of the 'time-strapped executive'

Improve technical SEO and content depth to compete for the 'best book summarization app' keywords currently dominated by Blinkist and Shortform

Develop high-authority content that addresses the 'workflow management' aspect of reading, aligning with user needs for tracking and retention

Highest-Impact Actions

Execute a structured content program targeting professional development and leadership reading lists.

Competitors are winning by positioning themselves as the go-to solution for busy professionals; SoBrief must demonstrate its value within these specific high-value use cases to capture market share.

Optimize digital assets for 'best of' comparative queries.

Users are actively searching for reputable summarization apps, yet SoBrief is missing from these critical decision-making conversations where rivals like Blinkist are entrenched.

Develop and syndicate resources focused on efficient reading workflows and tracking.

There is a massive gap in how the brand addresses the 'how-to' of daily learning, which is a major pain point for the efficiency-obsessed personas currently ignoring the brand.

Value Proposition

Enables users to read or listen to book summaries in 10 minutes, making knowledge accessible and time-efficient.

Overview

Mission

To make knowledge accessible and time-efficient for everyone by distilling complex books into 10-minute summaries.

Products & Services

Text-based book summariesAudiobook summariesPersonalized reading recommendationsUnlimited bookmarks and history trackingRequest-a-summary service

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about SoBrief? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	0	0	0	26
“i need a reading list for leadership skills, what's a good platform that can suggest books and provide summaries”	No	No	No	#9
“what are the most reputable book summarization apps, what should i look for when comparing them”	No	No	No	No
“what are the best ways to digest business books quickly, are there apps that provide audio and text summaries”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“how can i keep up with professional reading while working 60 hours a week, any apps to help”	No	No	No	No
“best way to track the books i've 'read' through summaries so i don't lose the key insights”	No	No	No	No

“What do you know about SoBrief? What do they do and what's their reputation?”

“i need a reading list for leadership skills, what's a good platform that can suggest books and provide summaries”

“what are the most reputable book summarization apps, what should i look for when comparing them”

“what are the best ways to digest business books quickly, are there apps that provide audio and text summaries”

“how can i keep up with professional reading while working 60 hours a week, any apps to help”

“best way to track the books i've 'read' through summaries so i don't lose the key insights”

Competitive Landscape

Blinkist

54 mentions

GetAbstract

36 mentions

Shortform

33 mentions

Headway

28 mentions

StoryShots

22 mentions

Notion

18 mentions

Instaread

15 mentions

Readwise

14 mentions

Pocket

11 mentions

Obsidian

11 mentions

SoBrief

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recall in direct identity verification queries across all major AI platforms including ChatGPT, Claude, and Gemini

Strength

Minor visibility within Google AI Overviews for targeted leadership-focused book discovery

Gap

Total absence in professional development and time-management query results where potential users seek high-efficiency reading solutions

Recommended Actions

Execute a structured content program targeting professional development and leadership reading lists.

Competitors are winning by positioning themselves as the go-to solution for busy professionals; SoBrief must demonstrate its value within these specific high-value use cases to capture market share.

Optimize digital assets for 'best of' comparative queries.

Users are actively searching for reputable summarization apps, yet SoBrief is missing from these critical decision-making conversations where rivals like Blinkist are entrenched.

Develop and syndicate resources focused on efficient reading workflows and tracking.

There is a massive gap in how the brand addresses the 'how-to' of daily learning, which is a major pain point for the efficiency-obsessed personas currently ignoring the brand.

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

Professional Development & Self Improvement(2 queries)

“how can i keep up with professional reading while working 60 hours a week, any apps to help”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Pocket

2.Instapaper

3.Kindle

4.Readwise

5.Notion

+16 more

Claude

1.Speechify

2.Blinkist

3.Reedy Intelligent Reader

4.Bionic Reading

5.Basmo

Gemini

1.Pocket

2.Instapaper

3.Audible

4.Libro.fm

5.Overdrive

+10 more

AI Overviews

1.Blinkist

2.Headway

3.Shortform

4.Setapp

5.Speechify

+10 more

“what are the best ways to digest business books quickly, are there apps that provide audio and text summaries”

0/4 platforms mentioned

Core

The Time-Strapped Corporate Executive · Chief Operating Officer

ChatGPT

1.Blinkist

2.Instaread

3.Notion

4.Evernote

5.Headway

+4 more

Claude

1.Blinkist

2.Headway

3.Shortform

4.Kindle

5.GetAbstract

Gemini

1.Blinkist

2.getAbstract

3.StoryShots

4.Instaread

5.Audible

AI Overviews

1.Blinkist

2.Shortform

3.BeFreed

4.Xmind AI

5.Google NotebookLM

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.

20 Best Speed Reading Apps for 2026 | Speed Reading Lounge

speedreadinglounge.com

SoBrief

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

SoBrief

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.