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

Orwellix

Visibility0

Vibe75

Businesses/Software as a Service (SaaS) / Artificial Intelligence/Orwellix

AI Visibility & Sentiment

Orwellix

Orwellix is an AI-powered, all-in-one writing platform that replaces fragmented writing stacks (grammar checkers, chatbots, and readability tools) with a single, cohesive workspace. It features an 'Agent Mode' that provides context-aware, direct document editing, enabling users to produce polished content faster while maintaining full creative control.

Active Monitoring

orwellix.com

Software as a Service (SaaS) / Artificial Intelligence

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Orwellix today.

Orwellix currently holds zero presence in the AI-driven discovery ecosystem for core SaaS writing tools, effectively ceding the entire market to incumbents like Grammarly and ProWritingAid. While the brand retains a recognizable identity when queried by name, it remains invisible to users actively searching for productivity solutions and professional writing support.

Working in your favor

Brand name recognition and identity are established and accurately retrieved when specifically queried by users

Gaps to close

Total absence from high-intent queries involving tech stack consolidation and writing productivity

Failure to capture interest from efficiency-driven corporate communications managers and academic researchers

Non-existent visibility across major AI discovery platforms including ChatGPT, Claude, Gemini, and AI Overviews

Opportunities

Targeting the 'all-in-one' writing suite market to challenge established competitors like Grammarly

Positioning content around specialized academic and long-form writing workflows to capture researcher mindshare

Optimizing brand authority to bridge the gap between niche existence and mainstream professional necessity

Highest-Impact Actions

Develop and syndicate high-authority content addressing 'all-in-one' writing stack consolidation

Competitors are capturing high-intent traffic by positioning themselves as direct replacements for legacy tools like Grammarly and Quillbot.

Launch an AI-visibility SEO campaign centered on long-form academic and professional editing workflows

The data shows a clear demand for reliable writing software in professional and academic settings that is currently being met by firms like Paperpal and Trinka AI.

Implement a citation and training data strategy to associate Orwellix with 'productivity' and 'AI writing' keywords

The brand is invisible in AI models because it lacks the semantic association with the core productivity categories that drive user recommendations.

Value Proposition

Orwellix saves writers time and money by consolidating essential writing tools into one workspace, providing superior AI-driven editing that understands document context, and offering advanced features like plagiarism detection and real-time readability analysis at a lower cost than individual subscriptions.

Overview

Mission

To make written communication clearer, more effective, and more impactful.

Products & Services

Orwellix Agent (Agent Mode)Intelligent Writing AnalysisAdvanced Plagiarism CheckerSpecialized Writing Micro-ToolsAgent Mode (AI document editing)Ask Mode (AI assistant)Readability CheckerPlagiarism DetectionDocument Management & Cloud Storage

Current State

Visibility Landscape

A high-level view of how Orwellix 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
Core4q Product/service category queries	0	0	0	0
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0

Competitive Landscape

Grammarly47 mentions

ProWritingAid41 mentions

QuillBot33 mentions

Paperpal27 mentions

LanguageTool25 mentions

Wordtune17 mentions

Zotero15 mentions

Trinka AI11 mentions

Jasper11 mentions

Surfer SEO11 mentions

Orwellix0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand name recognition and identity are established and accurately retrieved when specifically queried by users

Gap

Total absence from high-intent queries involving tech stack consolidation and writing productivity

Gap

Failure to capture interest from efficiency-driven corporate communications managers and academic researchers

Recommended Actions

Develop and syndicate high-authority content addressing 'all-in-one' writing stack consolidation

Competitors are capturing high-intent traffic by positioning themselves as direct replacements for legacy tools like Grammarly and Quillbot.

Launch an AI-visibility SEO campaign centered on long-form academic and professional editing workflows

The data shows a clear demand for reliable writing software in professional and academic settings that is currently being met by firms like Paperpal and Trinka AI.

Implement a citation and training data strategy to associate Orwellix with 'productivity' and 'AI writing' keywords

The brand is invisible in AI models because it lacks the semantic association with the core productivity categories that drive user recommendations.

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

Consolidating Writing Tech Stacks(3 queries)

“what are the best all-in-one ai writing tools that handle grammar and plagiarism without needing five different subscriptions”

0/4 platforms mentioned

Core

ChatGPT

1.Grammarly (Grammarly Business, Grammarly Premium)

2.ProWritingAid

3.QuillBot

4.Copyscape

5.Turnitin

Claude

1.Paperpal

2.QuillBot (QuillBot Flow)

3.Grammarly

4.Yomu

5.Trinka AI

Gemini

1.Grammarly

2.Paperpal

3.Turnitin

4.ProWritingAid

5.QuillBot

+3 more

AI Overviews

1.Grammarly (Grammarly Authorship)

2.ProQuest

3.QuillBot

4.ProWritingAid

5.Quetext (AITutorMe, DeepSearch)

+2 more

“best alternatives to using grammarly and quillbot together for better academic writing”

0/4 platforms mentioned

Core

The Quality-Focused Academic Researcher · Postdoctoral Researcher

ChatGPT

1.Grammarly

2.QuillBot

3.LanguageTool

4.Scribbr

5.ProWritingAid

+6 more

Claude

1.Grammarly

2.QuillBot

3.Paperpal

4.Trinka

5.Writefull

+2 more

Gemini

1.Grammarly

2.Quillbot

3.Scrivener

4.ProWritingAid

5.Trinka AI

+6 more

AI Overviews

1.Grammarly

2.Quillbot

3.Paperpal

4.Writefull

5.ProWritingAid

+6 more

“recommend writing suites for professional teams that include everything from drafting to proofreading”

0/4 platforms mentioned

Adjacent

The Quality-Focused Academic Researcher · Postdoctoral Researcher

ChatGPT

1.Microsoft 365

2.Google Workspace

3.LanguageTool

4.ProWritingAid

5.Overleaf

+3 more

Claude

1.Microsoft 365 (Word, Excel, PowerPoint, OneNote, Microsoft Copilot)

2.Google Workspace (Docs, Sheets, Gmail)

3.Notion (Notion AI)

4.ProWritingAid (Premium Pro)

5.Grammarly (Grammarly Business)

+1 more

Gemini

1.Google Workspace (Google Docs, Google Drive)

2.Microsoft 365 (Word, OneDrive, Copilot)

3.Overleaf

4.Zotero

5.Mendeley

+10 more

AI Overviews

1.Grammarly (Grammarly Business)

2.Google Workspace (Google Docs)

3.Microsoft 365 (Microsoft Word)

4.Reedsy Studio

5.Ellipsus

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.

AI Academic Writing Tool - Comprehensive AI Research Assistant | Paperpal

paperpal.com

Orwellix

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Orwellix

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.