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

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Rork

Visibility0

Vibe63

Businesses/Software Development/Rork

AI Visibility & Sentiment

Rork

Rork is an AI-powered platform that enables users to build native mobile applications through simple natural language chat. It streamlines the development process, allowing users to go from an idea to a functional app on the App Store in a matter of hours.

Active Monitoring

rork.app

Software Development

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Rork today.

Rork currently maintains a critical visibility gap in the AI-driven software development market, where competitors like FlutterFlow and Adalo have successfully captured the conversation surrounding no-code app creation. While the brand demonstrates perfect direct-query recall, it fails to appear in the vital decision-making narratives of founders and developers seeking modern development solutions.

Working in your favor

Successful brand name recognition when specifically queried directly across all primary AI platforms including ChatGPT, Claude, and Gemini.

Gaps to close

Complete lack of presence in high-intent purchase journeys such as evaluating no-code development alternatives.

Failure to intercept the 'Efficiency-Driven Product Manager' and 'Independent Solopreneur' personas during feature-set research.

Absence from technical discussions regarding the integration of live activities and custom widgets in mobile applications.

Opportunities

Establishing thought leadership content that explicitly contrasts Rork's capabilities against industry incumbents like FlutterFlow and Bubble.

Optimizing technical documentation and community-driven content to rank for queries related to building native mobile apps via natural language.

Aggressively targeting feature-specific research queries where current market leaders are visible.

Highest-Impact Actions

Develop a competitive intelligence content hub targeting 'FlutterFlow and Bubble alternatives'.

Competitors are winning by capturing searchers who are actively comparing tools; Rork must insert itself into this consideration set to gain market share.

Publish technical case studies on building 'Live Activities' and 'Custom Widgets' using natural language.

There is a clear gap in the current AI training data regarding advanced feature integration that Rork can own by providing specific, actionable solutions.

Implement a structured data and SEO strategy focused on 'natural language app development' workflows.

The data confirms that potential users are searching for ways to translate business ideas into native apps without traditional coding, a space currently dominated by competitors.

Value Proposition

Rapid, AI-driven mobile app development that bridges the gap between idea and deployment in hours rather than months.

Overview

Mission

To democratize mobile app development by enabling anyone to build and launch high-quality native apps using AI.

Products & Services

Rork Max AI App BuilderNative mobile app generationApp Store submission servicesSupport for games, widgets, and live activities

Current State

Visibility Landscape

A high-level view of how Rork 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 Rork? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	0	0	0	0
“how do I turn my business idea into a native mobile app without learning to code”	No	No	No	No
“how to add live activities and custom widgets to my business app”	No	No	No	No
“what are the best alternatives to FlutterFlow and Bubble for building native mobile apps”	—	No	No	No
“can I build an app for the App Store using just natural language commands”	No	No	No	No
“easy ways to build games and widgets for my mobile app, any tools that handle submission too”	No	No	No	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“how do I turn my business idea into a native mobile app without learning to code”

“how to add live activities and custom widgets to my business app”

“what are the best alternatives to FlutterFlow and Bubble for building native mobile apps”

—

“can I build an app for the App Store using just natural language commands”

“easy ways to build games and widgets for my mobile app, any tools that handle submission too”

Competitive Landscape

Adalo

34 mentions

Thunkable

23 mentions

FlutterFlow

23 mentions

Bubble

18 mentions

Glide

16 mentions

Natively

14 mentions

Appy Pie

11 mentions

Figma

10 mentions

OutSystems

7 mentions

Mendix

7 mentions

Rork

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful brand name recognition when specifically queried directly across all primary AI platforms including ChatGPT, Claude, and Gemini.

Gap

Complete lack of presence in high-intent purchase journeys such as evaluating no-code development alternatives.

Gap

Failure to intercept the 'Efficiency-Driven Product Manager' and 'Independent Solopreneur' personas during feature-set research.

Recommended Actions

Develop a competitive intelligence content hub targeting 'FlutterFlow and Bubble alternatives'.

Competitors are winning by capturing searchers who are actively comparing tools; Rork must insert itself into this consideration set to gain market share.

Publish technical case studies on building 'Live Activities' and 'Custom Widgets' using natural language.

There is a clear gap in the current AI training data regarding advanced feature integration that Rork can own by providing specific, actionable solutions.

Implement a structured data and SEO strategy focused on 'natural language app development' workflows.

The data confirms that potential users are searching for ways to translate business ideas into native apps without traditional coding, a space currently dominated by 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

Fast Tracking Mobile App Creation(2 queries)

“how do I turn my business idea into a native mobile app without learning to code”

0/4 platforms mentioned

Core

ChatGPT

1.Adalo

2.Thunkable

3.BuildFire

4.GoodBarber

5.Appy Pie

+6 more

Claude

1.Adalo

2.Thunkable

3.Glide

4.GoodBarber

5.Bubble

Gemini

1.Adalo

2.Glide

3.Softr

4.Jotform Apps

5.Bubble

+7 more

AI Overviews

1.FlutterFlow

2.Adalo

3.Thunkable

4.Glide

5.Noloco

+1 more

“can I build an app for the App Store using just natural language commands”

0/4 platforms mentioned

Core

The Visionary Non-Technical Founder · Founder & CEO

ChatGPT

1.Natively

2.LastApp.ai

3.Anything

4.CreateAnything

5.Base44

+4 more

Claude

1.Natively

2.Thunkable

3.Manus

4.FlutterFlow

5.Adalo

Gemini

1.Voiceflow

2.Guidde

3.Uizard

4.Bubble

5.Adalo

+1 more

AI Overviews

1.Blink - AI App Builder

2.Natively

3.iSwift.dev

4.Bubble

5.Appy Pie AI

+1 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.

Adalo

adalo.com

Rork

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 Development

Start gettingrecommended by AI.

Frequently asked questions

Rork

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 Development

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.