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

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CaliJobs.dev

Visibility0

Vibe50

Businesses/Human Resources / Recruitment Tech/CaliJobs.dev

AI Visibility & Sentiment

CaliJobs.dev

CaliJobs.dev is a niche, data-driven job board specializing in the software engineering and technology sector within California. The platform differentiates itself by prioritizing real-time job freshness and providing an interactive map interface to help developers secure roles before they become saturated with applications.

Active Monitoring

calijobs.dev

Human Resources / Recruitment Tech

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 CaliJobs.dev today.

CaliJobs.dev currently exists as a ghost in the machine, maintaining zero visibility across critical industry decision-making queries while competitors like Indeed and Built In dominate the AI-driven recruitment conversation. Despite holding a clear brand identity that AI models can define when prompted directly, the platform is failing to convert this recognition into influence within the high-intent search ecosystem.

Working in your favor

High brand recognition when users explicitly query for 'CaliJobs.dev', confirming that current LLM training data is aware of the brand's existence and core function.

Gaps to close

Complete absence in 'Job Search and Market Discovery' queries where software engineers are actively seeking alternatives to incumbents like LinkedIn.

Failure to capture 'Career Move and Relocation Planning' traffic, resulting in zero presence for users looking for regional California-specific recruitment tools.

Missed opportunities to provide authority in 'Evaluating Job Search Tools' queries, where competitors like Levels.fyi and Wellfound are consistently positioned as trusted resources.

Opportunities

Optimize content to align with 'tech-specific' job board keywords to break the monopoly held by generalized platforms like Indeed.

Establish authority in regional California job market discovery to capture the 'relocation planning' persona currently defaulting to larger, less-specialized competitors.

Develop high-value, data-driven content regarding software engineer salary trends to challenge niche leaders like Levels.fyi.

Highest-Impact Actions

Implement an AI-optimized content strategy focused on 'best tech job boards in California' to capture high-intent core search traffic.

The brand is currently invisible in its most relevant category; occupying this space is necessary to convert organic AI search volume into traffic.

Execute a structured data schema and technical SEO push to clarify brand association with 'software engineering' and 'tech recruitment' for LLM indexing.

AI models need structured signals to associate CaliJobs.dev with the functional services that engineers are querying for daily.

Launch a series of 'Comparison vs. Legacy Platforms' whitepapers or articles that target 'alternatives to LinkedIn/Indeed' keyword clusters.

Engineers are actively searching for alternatives; the current vacuum allows competitors to dominate these evaluations without challenge from CaliJobs.dev.

Value Proposition

Beat the application rush by providing access to the freshest job listings (often posted within 24 hours) displayed on a high-precision map, giving candidates a distinct competitive advantage.

Overview

Mission

To eliminate the friction and lag in the California tech hiring market by providing a transparent, map-first, and real-time view of software engineering opportunities.

Products & Services

Interactive Map SearchReal-Time Job AggregationRole-Level FilteringEmail Job Alerts/SubscriptionReal-time job aggregation platformSalary transparency dataGeographic-specific job filtering (California)

Current State

Visibility Landscape

A high-level view of how CaliJobs.dev performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	50	50
“What do you know about CaliJobs.dev? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Neutral
Core5q Product/service category queries	0	0	0	0
“what are the best sites to find software engineering jobs in california that arent as crowded as linkedin”	No	No	No	No
“what should i look for when choosing a tech job board to make sure it isnt full of spam or old listings”	No	No	No	No
“recommend some job boards that focus specifically on tech roles in the bay area and LA”	No	No	No	No
“which websites have the fastest updates for new software dev job postings”	No	No	No	No
“are there any reliable alternatives to linkedin and indeed for finding dev jobs in california”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“what platforms should i use to look for tech jobs if i am planning a move to california next month”	No	No	No	No
“best apps for tracking salary trends and job openings in california for data scientists”	No	No	No	No
“what are the most popular professional networking and job hunt sites for software engineers in silicon valley”	No	No	No	No
“what do engineers actually use to find jobs besides just applying on company websites”	No	No	No	No

“What do you know about CaliJobs.dev? What do they do and what's their reputation?”

Neutral

“what are the best sites to find software engineering jobs in california that arent as crowded as linkedin”

“what should i look for when choosing a tech job board to make sure it isnt full of spam or old listings”

“recommend some job boards that focus specifically on tech roles in the bay area and LA”

“which websites have the fastest updates for new software dev job postings”

“are there any reliable alternatives to linkedin and indeed for finding dev jobs in california”

“what platforms should i use to look for tech jobs if i am planning a move to california next month”

“best apps for tracking salary trends and job openings in california for data scientists”

“what are the most popular professional networking and job hunt sites for software engineers in silicon valley”

“what do engineers actually use to find jobs besides just applying on company websites”

Competitive Landscape

Indeed

64 mentions

Dice

53 mentions

Built In

49 mentions

Wellfound

37 mentions

Glassdoor

28 mentions

Hired

23 mentions

Levels.fyi

22 mentions

Wellfound (AngelList)

21 mentions

Underdog.io

19 mentions

GitHub

18 mentions

CaliJobs.dev

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recognition when users explicitly query for 'CaliJobs.dev', confirming that current LLM training data is aware of the brand's existence and core function.

Gap

Complete absence in 'Job Search and Market Discovery' queries where software engineers are actively seeking alternatives to incumbents like LinkedIn.

Gap

Failure to capture 'Career Move and Relocation Planning' traffic, resulting in zero presence for users looking for regional California-specific recruitment tools.

Recommended Actions

Implement an AI-optimized content strategy focused on 'best tech job boards in California' to capture high-intent core search traffic.

The brand is currently invisible in its most relevant category; occupying this space is necessary to convert organic AI search volume into traffic.

Execute a structured data schema and technical SEO push to clarify brand association with 'software engineering' and 'tech recruitment' for LLM indexing.

AI models need structured signals to associate CaliJobs.dev with the functional services that engineers are querying for daily.

Launch a series of 'Comparison vs. Legacy Platforms' whitepapers or articles that target 'alternatives to LinkedIn/Indeed' keyword clusters.

Engineers are actively searching for alternatives; the current vacuum allows competitors to dominate these evaluations without challenge from CaliJobs.dev.

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

Job Search And Market Discovery(3 queries)

“what are the best sites to find software engineering jobs in california that arent as crowded as linkedin”

0/4 platforms mentioned

Core

ChatGPT

1.Wellfound (AngelList Talent)

2.Lever

3.Greenhouse

4.Workable Job Board

5.Built In

+12 more

Claude

1.Arc.dev

2.Dice

3.Underdog.io

4.Hacker News

5.HNHIRING.com

+3 more

Gemini

1.Wellfound

2.Dice.com

3.Stack Overflow

4.Built In

5.Otta

+7 more

AI Overviews

1.Wellfound

2.Built In

3.Otta

4.Underdog.io

5.Cord

+8 more

“recommend some job boards that focus specifically on tech roles in the bay area and LA”

0/4 platforms mentioned

Core

The Career-Advancement Software Engineer · Senior Software Engineer

ChatGPT

1.Built In (Built In Bay Area, Built In LA)

2.Wellfound

3.Hired

4.Levels.fyi Jobs

5.Dice

+1 more

Claude

1.Built In San Francisco

2.TrueUp

3.Perplexity

4.Built In Los Angeles

5.Wellfound

+3 more

Gemini

1.Dice

2.Built In

3.The HTN

4.Braintrust

5.DAVRON

+7 more

AI Overviews

1.Built In (Built In San Francisco, Built In LA)

2.TrueUp

3.Braintrust

4.Simplify

5.NVIDIA

+6 more

“which websites have the fastest updates for new software dev job postings”

0/4 platforms mentioned

Core

The Career-Advancement Software Engineer · Senior Software Engineer

ChatGPT

1.LinkedIn Jobs

2.Indeed

3.Google for Jobs

4.ZipRecruiter

5.Wellfound (AngelList)

+1 more

Claude

1.Newgrad-Jobs

2.Indeed

3.Arc

4.Remotive

5.Wellfound

Gemini

1.DevJobAlerts

2.Wellfound (AngelList Talent)

3.Dice

4.Indeed

5.Arc.dev

+3 more

AI Overviews

1.Indeed

2.LinkedIn Jobs

3.Remote OK

4.Wellfound (AngelList)

5.Dice

+4 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.

HNHIRING.com

hnhiring.com

CaliJobs.dev

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

CaliJobs.dev

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.