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

Visibility72

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

72/100

Good

Sentiment Score

99/100

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

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.

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 reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	73	57	86	74
Core Topics Product/service category queries	—	—	—	—
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

GitHub

31 mentions

Bitbucket

23 mentions

GitLab

21 mentions

Snyk

13 mentions

Zoekt

12 mentions

Hound

10 mentions

Loading visibility matrix...

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

Web1 ref

searchcode.com

Web1 ref

Bitbucket search for string in all git repositories in a project

stackoverflow.com

Web1 ref

Code Search API for multiple-repo queries #54835 - GitHub

github.com

Code1 ref

TIL different ways to clone multiple git repos at once - zufallsheld

zufallsheld.de

Web1 ref

Bitbucket integration with Glean | Glean Work AI

glean.com

Web1 ref

6 Best Enterprise Search Tools (2026 Comparison)

read.ai

Web1 ref

GitKraken Legendary Git Tools

gitkraken.com

Web1 ref

GitHub Integration with GitKraken Desktop

help.gitkraken.com

Web1 ref

Top Code Search Engines for Enterprise in 2026 - Slashdot

slashdot.org

Web1 ref

How to clone all repos at once from GitHub? - Stack Overflow

stackoverflow.com

Web1 ref

Search across all organisations of an enterprise GitHub ...

stackoverflow.com

Web1 ref

browniebroke.com

Web1 ref

Bulk updating multiple repos with all-repos | browniebroke.com

browniebroke.com

Web1 ref

Efficiently updating a common repository used by multiple ...

softwareengineering.stackexchange.com

Web1 ref

Competitive Landscape

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

Sourcegraph37 mentions

GitHub31 mentions

Bitbucket23 mentions

GitLab21 mentions

Snyk13 mentions

Zoekt12 mentions

Hound10 mentions

Renovate10 mentions

GitHub Enterprise10 mentions

SonarQube10 mentions

Elasticsearch9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Sourcegraph's communication style and personality

Sourcegraph communicates with a confident, technically sophisticated voice that speaks directly to developers and engineering leaders. The tone balances technical depth with accessibility, using clear explanations of complex concepts without being condescending. There's an underlying sense of urgency around the challenges of modern code complexity, paired with optimism about AI-powered solutions. The brand is direct and outcome-focused, emphasizing speed, scale, and enterprise-readiness while maintaining a developer-first authenticity.

Core Tone Traits

Technically Authoritative

Speaks with deep expertise about code, AI agents, and enterprise engineering challenges

Developer-First

Communicates as peers to developers, understanding their pain points and workflows

Outcome-Focused

Emphasizes tangible results like shipping faster, finding vulnerabilities, and improving productivity

Confidently Forward-Looking

Embraces the AI-driven future of coding while addressing current enterprise needs

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.

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AI Visibility Score

Sourcegraph has an AI visibility score of 72/100, rated as good. This score reflects how often and how prominently Sourcegraph appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

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.

Visibility Gaps

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.

Competitors in AI Recommendations

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
ripgrep: 9 mentions
Semgrep: 9 mentions
GitHub Advanced Security: 8 mentions
CodeQL: 8 mentions
OpenGrok: 7 mentions

Categories: Software

Tags: Startups