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

Sourcegraph

Visibility73

Vibe99

Businesses/Software/Sourcegraph

AI Visibility & Sentiment

Sourcegraph

Sourcegraph is a code intelligence platform that empowers developers and AI coding agents to search, understand, and automate changes across massive, complex codebases. The platform helps enterprise engineering teams improve velocity, manage large-scale migrations, and track vulnerabilities with powerful code search and AI-powered workflows.

Active Monitoring

sourcegraph.com

Software Startups

AI Visibility Score

73/100

Good

Sentiment Score

99/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Sourcegraph today.

Sourcegraph has established itself as the definitive authority for enterprise code intelligence, achieving a perfect 100% mention rate on Google Gemini and an elite 1.8 average position among Strategic Enterprise Executives. While the brand dominates high-stakes complexity and trust-based queries, it faces a critical visibility gap in the 'AI Agent Context' narrative where it currently struggles to rank for private codebase integration queries.

Working in your favor

Total dominance in the 'Managing Massive Code Complexity' category, consistently ranking in the top 3 across ChatGPT, Claude, and Gemini.

Exceptional resonance with the Technical Platform Architect persona, maintaining a 100% mention rate and high authority for infrastructure-level queries.

Strongest performer for 'Trusted Code Intelligence' queries on Gemini and AI Overviews, positioning the brand as the primary choice for Fortune 500 engineering leaders.

Gaps to close

Significant underperformance in the 'AI Agent Context & Connectivity' category, specifically regarding how to give Claude better context of private codebases.

Volatility in 'Automating Large-Scale Code Changes' rankings on Gemini, where positions fluctuate from #1 to #15, suggesting a lack of consistent indexing for automation-specific keywords.

Lower visibility among Security & Compliance Officers (63%) compared to other technical personas, missing an opportunity to lead the 'secure code search' conversation.

Opportunities

Capitalize on the #1 ranking for 'Automating Library Upgrades' in AI Overviews to capture high-intent traffic from engineering managers solving for technical debt.

Bridge the 'AI Agent' gap by creating technical documentation that explicitly links Sourcegraph's context capabilities to popular LLMs like Claude.

Displace GitHub Enterprise in the 'Massive Code Complexity' narrative by emphasizing multi-repo search capabilities where GitHub's mention rate (31) shows vulnerability.

Highest-Impact Actions

Optimize technical documentation and blogs for 'AI Agent Context' and 'Claude private code' queries.

Sourcegraph is currently under-represented in the rapidly growing market for AI developer tools context, despite having the core technology to lead it.

Develop targeted 'Fortune 500 Engineering' case studies that explicitly mention 'Code Intelligence Platforms'.

The brand already holds the #1 spot for 'most trusted' queries; formalizing this through high-authority content will solidify this competitive moat.

Stabilize 'Large-Scale Code Change' rankings by standardizing documentation around library upgrades and deprecations.

Inconsistent rankings (ranging from #1 to #15) indicate that AI models are finding conflicting or fragmented information regarding Sourcegraph's automation features.

Value Proposition

The code understanding platform that lets developers and AI agents search, understand, and automate changes across entire codebases—enabling teams to ship faster while managing growing code complexity.

Overview

Mission

To make it so everyone codes, by helping developers understand and evolve the world's largest, most complex codebases.

Products & Services

Code Search - Universal code search across all repositories and code hostsDeep Search - AI-powered agentic search for complex codebase questionsBatch Changes - Large-scale automated code modifications across repositoriesCode Insights - AI-powered dashboards for tracking code changesSourcegraph MCP - Integration tools for AI coding agents like Claude Code and Cursor

Current State

Visibility Landscape

A high-level view of how Sourcegraph 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 Sourcegraph? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	89	60	91	79
“how can our team search across 2000+ github and bitbucket repos at once”	#1	#1	#3	#3
“how to automate a library upgrade across hundreds of repositories simultaneously”	#4	#9	#1	#1
“how to give claude code better context of my entire private codebase”	#11	No	#9	No
“most trusted code intelligence platforms for fortune 500 engineering teams”	#1	No	#1	#1
“best way to find every instance of a deprecated api across a whole enterprise”	#1	#2	#1	#4
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“how can our team search across 2000+ github and bitbucket repos at once”

“how to automate a library upgrade across hundreds of repositories simultaneously”

“how to give claude code better context of my entire private codebase”

#11

“most trusted code intelligence platforms for fortune 500 engineering teams”

“best way to find every instance of a deprecated api across a whole enterprise”

Competitive Landscape

Sourcegraph

37 mentions

GitHub

31 mentions

Bitbucket

23 mentions

GitLab

21 mentions

Snyk

13 mentions

Zoekt

12 mentions

Hound

10 mentions

Renovate

10 mentions

GitHub Enterprise

10 mentions

SonarQube

10 mentions

Elasticsearch

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Total dominance in the 'Managing Massive Code Complexity' category, consistently ranking in the top 3 across ChatGPT, Claude, and Gemini.

Strength

Exceptional resonance with the Technical Platform Architect persona, maintaining a 100% mention rate and high authority for infrastructure-level queries.

Strength

Strongest performer for 'Trusted Code Intelligence' queries on Gemini and AI Overviews, positioning the brand as the primary choice for Fortune 500 engineering leaders.

Recommended Actions

Optimize technical documentation and blogs for 'AI Agent Context' and 'Claude private code' queries.

Sourcegraph is currently under-represented in the rapidly growing market for AI developer tools context, despite having the core technology to lead it.

Develop targeted 'Fortune 500 Engineering' case studies that explicitly mention 'Code Intelligence Platforms'.

The brand already holds the #1 spot for 'most trusted' queries; formalizing this through high-authority content will solidify this competitive moat.

Stabilize 'Large-Scale Code Change' rankings by standardizing documentation around library upgrades and deprecations.

Inconsistent rankings (ranging from #1 to #15) indicate that AI models are finding conflicting or fragmented information regarding Sourcegraph's automation features.

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

Managing Massive Code Complexity(2 queries)

“how can our team search across 2000+ github and bitbucket repos at once”

4/4 platforms mentioned

Core

ChatGPT

1.GitHub

2.Bitbucket

3.Sourcegraph

4.OpenGrok

5.Zoekt

+9 more

Claude

1.GitHub

2.Sourcegraph

3.Bitbucket

4.GitLab

5.Norg

+11 more

Gemini

1.GitHub

2.Bitbucket

3.Sourcegraph

4.Glean

5.Slack

+8 more

AI Overviews

1.GitHub

2.Bitbucket

3.Stack Overflow

4.Glean

5.Sourcegraph

+6 more

“best way to find every instance of a deprecated api across a whole enterprise”

2/4 platforms mentioned

Core

The Strategic Enterprise Executive · VP of Engineering

ChatGPT

1.Sourcegraph

2.Semgrep

3.CodeQL

4.Snyk

5.JFrog

+33 more

Claude

1.SonarQube

2.Checkmarx

3.Snyk

4.GitHub

5.GitLab

+2 more

Gemini

1.Sourcegraph

2.Batch Changes

3.GitHub Enterprise Search

4.CodeQL

5.Copilot

+12 more

AI Overviews

1.Ripgrep

2.Semgrep

3.GitHub Enterprise

4.GitLab

5.ESLint

+14 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.

Sourcegraph

sourcegraph.com

Sourcegraph

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

Start gettingrecommended by AI.

Frequently asked questions

Sourcegraph

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

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.