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.

Roadmap Pricing

Get a demo

Windsurf

Visibility61

Vibe90

Businesses/Software Development Tools/Windsurf

AI Visibility & Sentiment

Windsurf

Windsurf is an AI-powered agentic Integrated Development Environment (IDE) that transforms the coding experience from passive code completion to a fully collaborative, autonomous partnership. By leveraging deep codebase understanding and natural language processing, the platform allows developers to build, debug, and refactor software through advanced AI agents.

Active Monitoring

windsurf.com

Software Development Tools Startups

AI Visibility Score

61/100

Good

Sentiment Score

90/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Windsurf today.

Windsurf has successfully established itself as a primary authority for AI-native development within Gemini, consistently securing top-three rankings for high-intent queries regarding IDE adoption and workflows. While dominance in Gemini is clear, the brand’s footprint remains fragmented across other AI platforms, creating a significant growth opportunity to replicate this success as the definitive choice for technical decision-makers.

Working in your favor

Consistent top-three search positioning in Gemini for core queries like 'best AI IDEs' and 'AI-native workflows'.

Strong brand resonance with the 'Solo Indie Maker' persona, who frequently encounter Windsurf when researching development assistants.

High visibility in direct brand inquiry queries, indicating a strong baseline for brand awareness and recall.

Gaps to close

Significant underperformance in the Enterprise IT Operations Manager segment, suggesting a lack of specialized content for secure, scalable development needs.

Complete absence from ChatGPT results, representing a major untapped channel for high-value organic traffic.

Poor visibility in 'aspirational' queries related to cloud-based development environments, where competitors currently capture all the market share.

Opportunities

Developing enterprise-focused white papers and technical case studies to compete directly with dominant players for IT Ops queries.

Optimizing SEO and LLM-ready content for ChatGPT to capture the audience currently excluding Windsurf from their consideration set.

Targeting the 'cloud-based development' search cluster to move from being an IDE niche player to a holistic development environment solution.

Highest-Impact Actions

Produce enterprise-grade collateral detailing security, compliance, and integration capabilities.

Enterprise IT managers represent the largest potential growth segment currently underserved by Windsurf's current positioning.

Prioritize LLM-friendly content optimization for ChatGPT and AI Overviews.

Diversifying presence beyond Gemini is critical to stabilizing visibility and reaching developers who prefer alternative AI search interfaces.

Create comparative 'Windsurf vs. Competition' content specifically for cloud-based development.

The brand is currently invisible in the cloud-development cluster, which is a major tactical gap versus established competitors.

Value Proposition

Windsurf's agentic architecture enables AI agents to act as a teammate with full-context awareness, capable of managing files, running terminal commands, and performing complex, multi-step tasks to maintain a developer's 'flow state.'

Overview

Mission

To empower everyone to dream bigger by creating tools that turn human intent into reality.

Products & Services

Windsurf EditorCascade AI AgentWindsurf TabWindsurf for EnterpriseWindsurf PluginsRiptide Reasoning EngineArena Mode

Current State

Visibility Landscape

A high-level view of how Windsurf 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	—
“What do you know about Windsurf? What do they do and what's their reputation?”	—	—	#1	—
Core5q Product/service category queries	0	91	92	91
“what are the best ai ides that can actually handle whole file refactoring for me”	No	#3	#3	#3
“compare the best ai coding agents like cursor and others that let me run terminal commands”	—	—	#3	—
“what enterprise ai coding tools should our team use to speed up feature development”	—	—	#2	—
“best secure ai coding agents for enterprise teams that handle codebase context well”	—	—	#2	—
“what are the most reliable ai coding assistants being used by professional developers right now”	—	—	#4	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	67	—
“recommend an ai agent for vs code that is actually good at multi-step tasks”	—	—	#5	—
“what cloud-based development environments are best for remote engineering teams”	—	—	No	—
“what features should i prioritize when choosing an ai-powered ide for my team”	—	—	#8	—
“how do i transition my project to an ai-native workflow without breaking everything”	—	—	#3	—

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

—

“what are the best ai ides that can actually handle whole file refactoring for me”

“compare the best ai coding agents like cursor and others that let me run terminal commands”

—

“what enterprise ai coding tools should our team use to speed up feature development”

—

“best secure ai coding agents for enterprise teams that handle codebase context well”

—

“what are the most reliable ai coding assistants being used by professional developers right now”

—

“recommend an ai agent for vs code that is actually good at multi-step tasks”

—

“what cloud-based development environments are best for remote engineering teams”

—

“what features should i prioritize when choosing an ai-powered ide for my team”

—

“how do i transition my project to an ai-native workflow without breaking everything”

—

Competitive Landscape

Cursor

29 mentions

VS Code

27 mentions

Codeium

18 mentions

Windsurf

18 mentions

Aider

13 mentions

Ollama

12 mentions

JetBrains

11 mentions

Tabnine

10 mentions

Sourcegraph Cody

9 mentions

GitHub Copilot

7 mentions

Continue.dev

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Consistent top-three search positioning in Gemini for core queries like 'best AI IDEs' and 'AI-native workflows'.

Strength

Strong brand resonance with the 'Solo Indie Maker' persona, who frequently encounter Windsurf when researching development assistants.

Strength

High visibility in direct brand inquiry queries, indicating a strong baseline for brand awareness and recall.

Recommended Actions

Produce enterprise-grade collateral detailing security, compliance, and integration capabilities.

Enterprise IT managers represent the largest potential growth segment currently underserved by Windsurf's current positioning.

Prioritize LLM-friendly content optimization for ChatGPT and AI Overviews.

Diversifying presence beyond Gemini is critical to stabilizing visibility and reaching developers who prefer alternative AI search interfaces.

Create comparative 'Windsurf vs. Competition' content specifically for cloud-based development.

The brand is currently invisible in the cloud-development cluster, which is a major tactical gap versus established 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

AI Powered Development IDE Adoption(3 queries)

“what are the best ai ides that can actually handle whole file refactoring for me”

3/4 platforms mentioned

Core

ChatGPT

1.Cursor

2.GitHub Copilot

3.JetBrains (JetBrains AI Assistant, IntelliJ, PyCharm)

4.Sourcegraph Cody

5.Tabnine

+2 more

Claude

1.Claude Code

2.Cursor

3.Windsurf (Cascade)

4.Tabnine

5.Jira

+4 more

Gemini

1.Cursor (Composer)

2.VS Code

3.Windsurf (Cascade)

4.Codeium

5.Claude Code

+8 more

AI Overviews

1.Cursor

2.VS Code

3.Windsurf (Cascade)

4.Codeium

5.Augment Code

+3 more

“compare the best ai coding agents like cursor and others that let me run terminal commands”

1/1 platforms mentioned

Core

Gemini

1.Cursor

2.Claude Code

3.VS Code

4.Codeium (Windsurf)

5.ByteDance (Trae)

+2 more

“recommend an ai agent for vs code that is actually good at multi-step tasks”

1/1 platforms mentioned

Adjacent

Gemini

1.VS Code

2.Roo Code

3.Cline

4.GPT-4o

5.DeepSeek-V3

8.Windsurf (Cascade)

+3 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.

2025 11 11 Cursor Ai Review The Ai Powered Ide Revolutionizing Code Development

crewstack.net

Windsurf

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 Tools

Start gettingrecommended by AI.

Frequently asked questions

Windsurf

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 Tools

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.