AI VISIBILITY REPORT

Cursor

Complete AI search performance analysis

30 prompts · 3 platforms · 90 responses

Mention Rate

42%

named in 38 of 90 answers

fair

About Cursor

Cursor

Cursor is an AI coding agent and software development platform designed to help developers and teams plan, write, review, and automate software development across desktop, CLI, web, and mobile surfaces.

Category: AI coding agent / software development platformSegment: Individual developersKey rival: GitHub Copilot

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

18.7%

your share vs competitors

Your share of the AI conversation, compared to competitors

Average Rank

#2.4

your position when you appear

Your typical position in AI recommendations

Visibility Distribution

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

11%

24%

58%

Top pick #1 · 10 runs

Recommended #2–3 · 22 runs

Mentioned #4+ · 6 runs

Missing Not mentioned · 52 runs

Platform Performance

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

ChatGPT

33%

Avg rank #3.1

10/30 responses mention you

Google Overview

50%

Avg rank #1.7

15/30 responses mention you

Perplexity

43%

Avg rank #2.6

13/30 responses mention you

Competitive
Landscape

How you compare against competitors
in AI visibility

19%YOUR SHARE

share of voice

GitHub Copilot23.7%

Cursor18.7%

Claude Code11.9%

Cline11.4%

OpenAI Codex7.1%

Replit Agent3.0%

Sourcegraph Cody2.9%

Augment Code2.4%

Other18.7%

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

How do leading AI coding agents handle context from an entire repository instead of just one file?

Comparisons

1st

What is the best AI-assisted development workflow for solo developers?

Recommendations

1st

How do AI coding agents compare on speed, accuracy, and autonomy?

Comparisons

1st

How do cloud-based coding agents compare with local IDE-based AI assistants?

Comparisons

1st

How do I compare AI coding tools for pricing, usage limits, and team administration?

Comparisons

1st

How do the best AI coding platforms support parallel task execution?

Comparisons

1st

How do leading AI coding agents compare for large codebase understanding and multi-file changes?

Comparisons

1st

What are the best options for teams that want both AI coding and admin controls?

Comparisons

2nd

What is the best AI coding agent for software teams that want to ship features faster?

Recommendations

2nd

What are the best AI tools for codebase search and semantic understanding?

Recommendations

2nd

What is the best AI coding tool for working across desktop, terminal, browser, and mobile?

Recommendations

2nd

How do AI coding platforms help with debugging and fixing bugs faster?

Problem-solving

1st

What are the main differences between a coding assistant, a coding agent, and an AI IDE?

Educational

2nd

What AI coding platform is best for turning product ideas into working code quickly?

Recommendations

3rd

What is the best coding agent for automating repetitive development tasks?

Recommendations

2nd

What is the difference between AI code completion and agentic coding workflows?

Educational

2nd

How do enterprise AI coding platforms manage SSO, SCIM, and audit logs?

Educational

3rd

What should I look for in an AI-native IDE for professional software development?

Educational

—

Which AI coding tools are best for engineering teams that need collaboration, governance, and security controls?

Recommendations

—

How do autonomous coding agents help with implementation work, debugging, and refactoring?

Educational

—

How do I choose an AI coding platform for a startup versus an enterprise engineering team?

Comparisons

—

How do teams safely roll out AI coding tools without losing control of code, access, or billing?

Problem-solving

—

What features matter most in an AI coding platform for engineering managers?

Educational

—

How can AI coding agents help with code review and PR quality?

Problem-solving

—

What are the risks of using AI coding tools in a team environment?

Educational

—

What is the best AI coding solution for developers who spend most of their time in the terminal?

Recommendations

—

What is the best way to use AI for feature implementation without losing code quality?

Problem-solving

—

How do I evaluate an AI coding platform for a large engineering organization?

Educational

—

How do teams measure ROI from AI coding tools?

Educational

—

What should I know before adopting an AI coding agent that can run tasks autonomously?

Problem-solving

—

How do leading AI coding agents handle context from an entire repository instead of just one file?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

What is the best AI-assisted development workflow for solo developers?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

How do AI coding agents compare on speed, accuracy, and autonomy?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

How do cloud-based coding agents compare with local IDE-based AI assistants?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

How do I compare AI coding tools for pricing, usage limits, and team administration?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

How do the best AI coding platforms support parallel task execution?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

How do leading AI coding agents compare for large codebase understanding and multi-file changes?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

What are the best options for teams that want both AI coding and admin controls?

Type

Comparisons

Avg Rank

2nd

Platforms

Competitors

What is the best AI coding agent for software teams that want to ship features faster?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

#10

What are the best AI tools for codebase search and semantic understanding?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

#11

What is the best AI coding tool for working across desktop, terminal, browser, and mobile?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

#12

How do AI coding platforms help with debugging and fixing bugs faster?

Type

Problem-solving

Avg Rank

1st

Platforms

Competitors

#13

What are the main differences between a coding assistant, a coding agent, and an AI IDE?

Type

Educational

Avg Rank

2nd

Platforms

Competitors

#14

What AI coding platform is best for turning product ideas into working code quickly?

Type

Recommendations

Avg Rank

3rd

Platforms

Competitors

#15

What is the best coding agent for automating repetitive development tasks?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

#16

What is the difference between AI code completion and agentic coding workflows?

Type

Educational

Avg Rank

2nd

Platforms

Competitors

#17

How do enterprise AI coding platforms manage SSO, SCIM, and audit logs?

Type

Educational

Avg Rank

3rd

Platforms

Competitors

#18

What should I look for in an AI-native IDE for professional software development?

Type

Educational

Avg Rank

—

Platforms

Competitors

#19

Which AI coding tools are best for engineering teams that need collaboration, governance, and security controls?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

#20

How do autonomous coding agents help with implementation work, debugging, and refactoring?

Type

Educational

Avg Rank

—

Platforms

Competitors

#21

How do I choose an AI coding platform for a startup versus an enterprise engineering team?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

#22

How do teams safely roll out AI coding tools without losing control of code, access, or billing?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

#23

What features matter most in an AI coding platform for engineering managers?

Type

Educational

Avg Rank

—

Platforms

Competitors

#24

How can AI coding agents help with code review and PR quality?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

#25

What are the risks of using AI coding tools in a team environment?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#26

What is the best AI coding solution for developers who spend most of their time in the terminal?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

#27

What is the best way to use AI for feature implementation without losing code quality?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

#28

How do I evaluate an AI coding platform for a large engineering organization?

Type

Educational

Avg Rank

—

Platforms

Competitors

#29

How do teams measure ROI from AI coding tools?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#30

What should I know before adopting an AI coding agent that can run tasks autonomously?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

Citation Ecosystem

Understanding where AI models source information about your brand

Citation Breakdowncitations by source type

78%Third Party

Owned 0%

Competitor 22%

Third Party 78%

Not Cited 0%

Top Domainsthe sources AI cites most

youtube.com74

augmentcode.com50

reddit.com46

linkedin.com33

dev.to26

Cursor

Mention Rate

Cursor

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