AI VISIBILITY REPORT

Replit

Complete AI search performance analysis

30 prompts · 3 platforms · 90 responses

Mention Rate

36%

named in 32 of 90 answers

needs work

About Replit

Replit

Replit is an AI-powered platform for building, deploying, and hosting apps and websites collaboratively, with built-in infrastructure, database, monitoring, and enterprise controls.

Category: AI app building and deployment platformSegment: Solo builders and hobbyistsKey rival: StackBlitz Bolt

Scorecard

Across all 90 AI answers

Visibility Score

0–100 · how often & how high you appear

Mention rate ÷ average rank (0–100). Higher when AI names you often and near the top.

Share of Voice

12.1%

your share vs competitors

Your share of the AI conversation, compared to competitors

Average Rank

#2.7

your position when you appear

Your typical position in AI recommendations

Visibility Distribution

Where you land across 90 answers — 30 prompts × 3 platforms

12%

16%

64%

Top pick #1 · 11 runs

Recommended #2–3 · 14 runs

Mentioned #4+ · 7 runs

Missing Not mentioned · 58 runs

Platform Performance

How your brand shows up on each AI platform — 30 prompts each

ChatGPT

27%

Avg rank #2.3

8/30 responses mention you

Google Overview

40%

Avg rank #2.8

12/30 responses mention you

Perplexity

40%

Avg rank #3.0

12/30 responses mention you

Competitive
Landscape

How you compare against competitors
in AI visibility

12%YOUR SHARE

share of voice

Replit12.1%

GitHub Codespaces10.6%

Lovable8.5%

Supabase7.7%

Bubble6.6%

Vercel5.5%

StackBlitz Bolt4.5%

Firebase3.7%

Other40.8%

Prompt-Level Detail

Every prompt we ran, tagged by type, with who showed up alongside you

All Prompts

● = platforms that mentioned you (of 3)30 prompts

Prompt

Type

Competitors

Platforms

Avg Rank

Which browser-based development platform is best for teams that need real-time collaboration?

Recommendations

1st

How do AI coding agents build apps from chat prompts?

Educational

—

1st

How do the best cloud IDEs compare for collaborative software development?

Comparisons

1st

What is the best platform for building commercial apps with AI and built-in deployment?

Buying intent

1st

What is the best AI platform for building and deploying web apps quickly with minimal setup?

Recommendations

1st

How do leading AI app builders compare for building production-ready apps from prompts?

Comparisons

1st

How do I build a web app quickly without setting up local development tools?

Problem-solving

1st

What platform is best for building full-stack apps with AI, hosting, database, and auth included?

Recommendations

1st

Which AI app building platforms are best for solo founders who want to launch an MVP fast?

Recommendations

3rd

How do AI app builders compare on customization and control over code?

Comparisons

2nd

What platform should I choose if I want collaboration, hosting, and database in one place?

Buying intent

2nd

How do enterprise app platforms compare on privacy, access control, and deployment options?

Comparisons

—

2nd

What are the best AI app builders for non-technical users who still need production-ready output?

Recommendations

4th

What are the best collaborative cloud development environments for product and engineering teams?

Recommendations

3rd

How can I turn a product idea into a working prototype in minutes?

Problem-solving

3rd

What is the best platform for building a full-stack app without managing separate tools for database and hosting?

Recommendations

5th

What is the easiest way to add a database and auth to a new app?

Problem-solving

—

How do enterprise-ready AI app builders compare on security, governance, and admin controls?

Comparisons

—

How do prompt-to-app tools compare with traditional development environments for MVPs?

Comparisons

—

How do I deploy a web app without learning DevOps or cloud hosting?

Problem-solving

—

What should I look for in an AI app builder for enterprise security and compliance?

Buying intent

—

How do I evaluate whether an AI app builder is good for a real production app?

Educational

—

How do platforms with built-in hosting and database compare to tools that require separate deployment services?

Comparisons

—

How can a small team collaborate on app development without managing infrastructure?

Problem-solving

—

What features should a production-ready app builder include?

Buying intent

—

What are the advantages of built-in hosting, database, and auth in one platform?

Educational

—

How do all-in-one app building platforms compare with code editors for shipping software faster?

Comparisons

—

What are the best options for building secure apps with SSO and admin controls?

Buying intent

—

What does prompt-to-app mean in AI software development?

Educational

—

How do teams move from prototype to production in an AI app builder?

Educational

—

Which browser-based development platform is best for teams that need real-time collaboration?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

How do AI coding agents build apps from chat prompts?

Type

Educational

Avg Rank

1st

Platforms

Competitors

—

How do the best cloud IDEs compare for collaborative software development?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

What is the best platform for building commercial apps with AI and built-in deployment?

Type

Buying intent

Avg Rank

1st

Platforms

Competitors

What is the best AI platform for building and deploying web apps quickly with minimal setup?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

How do leading AI app builders compare for building production-ready apps from prompts?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

How do I build a web app quickly without setting up local development tools?

Type

Problem-solving

Avg Rank

1st

Platforms

Competitors

What platform is best for building full-stack apps with AI, hosting, database, and auth included?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

Which AI app building platforms are best for solo founders who want to launch an MVP fast?

Type

Recommendations

Avg Rank

3rd

Platforms

Competitors

#10

How do AI app builders compare on customization and control over code?

Type

Comparisons

Avg Rank

2nd

Platforms

Competitors

#11

What platform should I choose if I want collaboration, hosting, and database in one place?

Type

Buying intent

Avg Rank

2nd

Platforms

Competitors

#12

How do enterprise app platforms compare on privacy, access control, and deployment options?

Type

Comparisons

Avg Rank

2nd

Platforms

Competitors

—

#13

What are the best AI app builders for non-technical users who still need production-ready output?

Type

Recommendations

Avg Rank

4th

Platforms

Competitors

#14

What are the best collaborative cloud development environments for product and engineering teams?

Type

Recommendations

Avg Rank

3rd

Platforms

Competitors

#15

How can I turn a product idea into a working prototype in minutes?

Type

Problem-solving

Avg Rank

3rd

Platforms

Competitors

#16

What is the best platform for building a full-stack app without managing separate tools for database and hosting?

Type

Recommendations

Avg Rank

5th

Platforms

Competitors

#17

What is the easiest way to add a database and auth to a new app?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

#18

How do enterprise-ready AI app builders compare on security, governance, and admin controls?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

#19

How do prompt-to-app tools compare with traditional development environments for MVPs?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

—

#20

How do I deploy a web app without learning DevOps or cloud hosting?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

#21

What should I look for in an AI app builder for enterprise security and compliance?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#22

How do I evaluate whether an AI app builder is good for a real production app?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#23

How do platforms with built-in hosting and database compare to tools that require separate deployment services?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

#24

How can a small team collaborate on app development without managing infrastructure?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

#25

What features should a production-ready app builder include?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

#26

What are the advantages of built-in hosting, database, and auth in one platform?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#27

How do all-in-one app building platforms compare with code editors for shipping software faster?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

#28

What are the best options for building secure apps with SSO and admin controls?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#29

What does prompt-to-app mean in AI software development?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#30

How do teams move from prototype to production in an AI app builder?

Type

Educational

Avg Rank

—

Platforms

Competitors

Citation Ecosystem

Understanding where AI models source information about your brand

Citation Breakdowncitations by source type

90%Third Party

Owned 0%

Competitor 10%

Third Party 90%

Not Cited 0%

Top Domainsthe sources AI cites most

youtube.com104

reddit.com57

bubble.io24

dev.to24

medium.com22

Replit

Mention Rate

Replit

Scorecard

Visibility Score

Share of Voice

Average Rank

Visibility Distribution

Platform Performance

ChatGPT

Google Overview

Perplexity

CompetitiveLandscape

Prompt-Level Detail

All Prompts

Citation Ecosystem

Competitive
Landscape