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

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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 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 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.

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 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	—	—	—	—
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

Adalo

34 mentions

Thunkable

23 mentions

FlutterFlow

23 mentions

Bubble

18 mentions

Glide

16 mentions

Natively

14 mentions

Loading visibility matrix...

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

Web1 ref

Thunkable

thunkable.com

Web1 ref

BuildFire

buildfire.com

Web1 ref

GoodBarber

goodbarber.com

Web1 ref

Appy Pie

appypie.com

Web1 ref

Apple Developer Program

developer.apple.com

Web1 ref

Google Play Console

help.playbypoint.com

Web1 ref

Adalo Publishing Help

help.adalo.com

Web1 ref

Publish Your App on Google Play & Apple App Store | Appy Pie

appypie.com

Web1 ref

Adalo | Visual AI App Builder for Web & Native Mobile Apps

adalo.com

Web1 ref

10 Best No-Code App Builders for Easy Solutions in 2025

blaze.tech

Web1 ref

The 10 Best No-Code App Builders in 2026 review

goodbarber.com

Web1 ref

Bubble: Build web & mobile apps with the only no-code AI app builder

bubble.io

Web1 ref

The 9+ best no-code app builders in 2026 | Zapier

zapier.com

Web1 ref

No Code App Builder: Create Custom, AI-Powered Apps | Glide

glideapps.com

Web1 ref

Competitive Landscape

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

Adalo34 mentions

Thunkable23 mentions

FlutterFlow23 mentions

Bubble18 mentions

Glide16 mentions

Natively14 mentions

Appy Pie11 mentions

Figma10 mentions

OutSystems7 mentions

Mendix7 mentions

Rork0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Rork's communication style and personality

Rork communicates with a forward-thinking, efficient, and empowering tone. It positions itself as a technical enabler that removes friction, speaking directly to the user's ambition with clarity and confidence.

Core Tone Traits

Efficient & Direct

Focuses on speed and the 'idea-to-app' timeline.

Empowering

Makes complex technical tasks feel accessible to everyone.

Innovative

Highlights the cutting-edge nature of AI-driven development.

Professional yet Accessible

Maintains a high standard of quality while remaining easy to understand.

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.