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

Visibility60

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

60/100

Good

Sentiment Score

97/100

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

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.

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 reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	53	68	84	48
Core Topics Product/service category queries	0	43	44	21
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

Airtable

21 mentions

Supabase

17 mentions

Vercel

17 mentions

Glide

16 mentions

Bubble

14 mentions

GitHub

14 mentions

Loading visibility matrix...

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

Web1 ref

Knack

knack.com

Web1 ref

Build a Custom Inventory Management App Without Coding

glideapps.com

Web1 ref

No-Code Inventory Systems (January 2026) - Stacker

stackerhq.com

Web1 ref

Top 8 No-Code AI App Builders in 2026 - Clappia

clappia.com

Web1 ref

Build an Inventory Management App Without Developers - Noloco

noloco.io

Web1 ref

Build a Simple Inventory App With AI - Glide

glideapps.com

Web1 ref

8 Best AI App Builders for 2026: Key Features & How to Choose

knack.com

Web1 ref

Softr vs Glide (2026 Update)

softr.io

Web1 ref

How to Build an App Without Coding in 2026 - NxCode

nxcode.io

Web1 ref

Create an inventory management app from Google Sheets ...

blog.google

Web1 ref

How to Build an Inventory Manager App Without Code - Knack

knack.com

Web1 ref

The 8 Best Free App Makers to Build Your Mobile App in 2026

superblocks.com

Web1 ref

debuild.co

Web1 ref

pulumi.com

Web1 ref

Competitive Landscape

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

Replit28 mentions

Airtable21 mentions

Supabase17 mentions

Vercel17 mentions

Glide16 mentions

Bubble14 mentions

GitHub14 mentions

Cursor13 mentions

Zapier12 mentions

Flutterflow11 mentions

Softr11 mentions

Brand Identity

Brand Voice & Style

How AI perceives Replit's communication style and personality

Replit communicates with an empowering, accessible tone that makes complex technology feel approachable and exciting. The brand voice is confident yet inclusive, speaking directly to creators of all skill levels while emphasizing speed, simplicity, and democratization. They use action-oriented language that inspires users to build and create, backed by social proof from recognizable industry leaders. The communication style balances technical credibility with aspirational messaging about unlocking human potential.

Core Tone Traits

Empowering & Democratizing

Consistently emphasizes making powerful tools accessible to everyone, regardless of technical background

Action-Oriented & Fast-Paced

Uses dynamic language focused on speed, building, and shipping - 'breakneck speed', 'minutes not months'

Confident & Credible

Backs claims with enterprise customers, industry leader testimonials, and technical capabilities

Approachable & Inclusive

Speaks to both technical and non-technical audiences without jargon, making complex concepts feel simple

Backing

Investors

Craft Ventures

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 February 28, 2026.