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

Replit

Visibility65

Vibe97

Businesses/Software Development/Replit

AI Visibility & Sentiment

Replit

Replit is an AI-powered software creation platform that enables anyone to build apps and websites in minutes using natural language prompts, without coding experience. The platform democratizes software development by providing an AI Agent that handles technical complexities, along with built-in infrastructure for authentication, databases, hosting, and deployment.

Active Monitoring

replit.com

Software Development Startups

AI Visibility Score

65/100

Good

Sentiment Score

97/100

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 Replit today.

Replit has established itself as the dominant authority for turning prompts into working applications on Google Gemini and Claude, yet it faces a critical visibility gap within ChatGPT where it is frequently bypassed for core prototyping queries. While the brand excels in AI-powered workflow automation, it is currently ceding the 'first-touch' ideation phase to low-code competitors like Airtable and Glide.

Working in your favor

Exceptional performance on Google Gemini, maintaining a #1 rank for prompt-to-app conversion queries.

High penetration among Corporate Innovation Leads with an 83% mention rate, signaling strong enterprise curiosity.

Leading visibility in AI Overviews (#1) for high-intent queries regarding AI agents that can write and deploy code.

Gaps to close

Complete invisibility on ChatGPT for 'Rapid Prototyping' and early-stage app ideation queries.

Underperformance in the 'Visionary Solopreneur' persona, with only a 33% mention rate compared to higher developer engagement.

Mixed sentiment among corporate personas who frequently associate Replit with experimentation rather than production-grade infrastructure.

Opportunities

Capitalize on the #1 ranking in Claude for SSO/Secure Infrastructure to pivot the brand narrative from 'coding tool' to 'enterprise-ready deployment platform'.

Bridge the 'authority gap' in ChatGPT by targeting specific 'AI app building' keywords where competitors like Bubble and Glide currently lead.

Leverage the success of Replit Agent to dominate the 'AI-powered workflow automation' category which currently shows high visibility but mixed sentiment.

Highest-Impact Actions

Execute a ChatGPT-specific technical content blitz focused on 'Rapid Prototyping' to address the current 0% mention rate in this category.

ChatGPT's 50% mention rate and poor average position (15.0) indicate that Replit's documentation or community mentions are not being prioritized for top-of-funnel ideation queries.

Hard-code 'Enterprise Security' and 'SSO' messaging into the primary brand narrative to correct the mixed sentiment from Corporate Innovation Leads.

While mention rates are high (83%), the mixed sentiment suggests a lack of trust in Replit's ability to handle secure, production-level corporate workloads.

Develop a 'Solopreneur Success' campaign specifically highlighting non-technical users turning ideas into apps to boost the 33% visibility with that persona.

Replit is being pigeonholed as a developer-only tool, allowing Airtable and Glide to capture the lucrative visionary-but-non-technical market segment.

Value Proposition

Turn ideas into working apps in minutes through natural language conversation with an AI Agent, eliminating the need for coding expertise while providing enterprise-grade infrastructure and security

Overview

Mission

Empowering the next billion software creators by making software creation accessible to everyone, regardless of technical background

Products & Services

Replit Agent - AI-powered app builder using natural languageCloud-based development environment with built-in hostingWorkflow automation and agent creation toolsEnterprise security controls with SSO/SAML and SOC2 complianceFull-stack infrastructure including authentication, database, and monitoring

Current State

Visibility Landscape

A high-level view of how Replit 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 Replit? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	70	87	94	58
“recommend some AI agents that can actually write and deploy code for me from start to finish”	#3	#5	#5	#1
“what are the most trusted platforms for building apps using just AI right now?”	#8	#6	#1	#4
“I need a cloud-based development environment that has SSO and SOC2 compliance for my team, any recommendations?”	#14	#1	#1	No
“what's the easiest way to turn a prompt into a working web app with a database and hosting included?”	#16	#5	#1	No
Growth Areas1q Adjacent, aspirational & visionary	0	97	91	73
“I have an idea for a simple inventory tracking app but I don't know how to code, how can I build it?”	No	#1	#3	#9

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

“recommend some AI agents that can actually write and deploy code for me from start to finish”

“what are the most trusted platforms for building apps using just AI right now?”

“I need a cloud-based development environment that has SSO and SOC2 compliance for my team, any recommendations?”

#14

“what's the easiest way to turn a prompt into a working web app with a database and hosting included?”

#16

“I have an idea for a simple inventory tracking app but I don't know how to code, how can I build it?”

Competitive Landscape

Replit

28 mentions

Airtable

21 mentions

Supabase

17 mentions

Vercel

17 mentions

Glide

16 mentions

Bubble

14 mentions

GitHub

14 mentions

Cursor

13 mentions

Zapier

12 mentions

Flutterflow

11 mentions

Softr

11 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Google Gemini, maintaining a #1 rank for prompt-to-app conversion queries.

Strength

High penetration among Corporate Innovation Leads with an 83% mention rate, signaling strong enterprise curiosity.

Strength

Leading visibility in AI Overviews (#1) for high-intent queries regarding AI agents that can write and deploy code.

Recommended Actions

Execute a ChatGPT-specific technical content blitz focused on 'Rapid Prototyping' to address the current 0% mention rate in this category.

ChatGPT's 50% mention rate and poor average position (15.0) indicate that Replit's documentation or community mentions are not being prioritized for top-of-funnel ideation queries.

Hard-code 'Enterprise Security' and 'SSO' messaging into the primary brand narrative to correct the mixed sentiment from Corporate Innovation Leads.

While mention rates are high (83%), the mixed sentiment suggests a lack of trust in Replit's ability to handle secure, production-level corporate workloads.

Develop a 'Solopreneur Success' campaign specifically highlighting non-technical users turning ideas into apps to boost the 33% visibility with that persona.

Replit is being pigeonholed as a developer-only tool, allowing Airtable and Glide to capture the lucrative visionary-but-non-technical market segment.

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

Rapid Prototyping & AI App Building(2 queries)

“I have an idea for a simple inventory tracking app but I don't know how to code, how can I build it?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Airtable

2.Glide

3.AppSheet

4.Bubble

5.Adalo

+27 more

Claude

1.Bubble

2.Flutterflow

3.AppSheet

4.Google Sheets

5.Zapier

+3 more

Gemini

1.Google Sheets

2.Airtable

3.Glide

4.AppSheet

5.Adalo

+3 more

AI Overviews

1.Glide

2.Softr

3.Airtable

4.AppSheet

5.Stacker

+1 more

“what's the easiest way to turn a prompt into a working web app with a database and hosting included?”

1/4 platforms mentioned

Core

The Visionary Solopreneur · Founder/Creator

ChatGPT

1.Softr

2.Airtable

3.Glide

4.Pory

5.Adalo

+9 more

Claude

1.Cursor

2.React

3.Vercel

4.Railway

5.Bubble

+4 more

Gemini

1.Replit Agent

2.Bubble

3.Replit Core

4.Lovable

5.GPT Engineer

+8 more

AI Overviews

No brands listed

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.

GlideApps.com

glideapps.com

Replit

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software Development

Start gettingrecommended by AI.

Frequently asked questions

Replit

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

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.