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

Pattern

Visibility1

Vibe62

Businesses/Human Resources / Staffing & Recruiting/Pattern

AI Visibility & Sentiment

Pattern

Pattern was an on-demand staffing platform that utilized machine learning to connect gig workers with hourly shifts in real-time. By providing a mobile-first marketplace, it replaced traditional staffing agencies to help businesses fill vacancies in hospitality, logistics, and retail.

Active Monitoring

patternjobs.com

Human Resources / Staffing & Recruiting Startups

AI Visibility Score

1/100

Invisible

Sentiment Score

62/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Pattern today.

Pattern currently exists in a state of AI anonymity, failing to capture any mindshare within the highly competitive staffing and gig-work query landscape where incumbents like Instawork and Wonolo dominate. While the brand maintains a baseline recognition when explicitly queried by name, it is entirely absent from the decision-making journeys of enterprise strategists and efficiency-driven managers who rely on AI for platform recommendations.

Working in your favor

Retained brand identity recognition when users explicitly search for 'Pattern' by name across Claude and Gemini platforms

Minor visibility penetration within the Enterprise Workforce Strategist persona

Gaps to close

Total absence from 'Core' industry queries involving on-demand staffing and labor matching

Failure to intercept users seeking alternatives to major competitors like Instawork, Wonolo, and Bluecrew

Lack of thought leadership visibility for 'Gig Economy Productivity' or 'Evaluating Staffing Solutions' topics

Opportunities

Capitalize on 'competitor substitution' queries where users seek apps like Instawork or Wonolo

Establish authority in the 'best staffing software with worker rating systems' conversation

Develop content strategy specifically targeting the technical requirements of Enterprise Workforce Strategists

Highest-Impact Actions

Execute an AI-focused 'Core Query' content initiative targeting decision-makers seeking staffing alternatives.

Competitors are currently capturing 100% of the intent for queries where Pattern should be a primary consideration, such as finding reliable gig platforms.

Integrate key differentiator messaging into high-traffic enterprise staffing resource pages.

Pattern is missing from the evaluation phase of the buyer journey, specifically for Enterprise Workforce Strategists who are actively using AI to vet platform reliability.

Create dedicated 'Platform Comparison' assets optimized for LLM training data.

AI models currently lack the narrative context to suggest Pattern when asked to compare gig economy apps, allowing competitors to maintain their market dominance in recommendations.

Value Proposition

Real-time, algorithmic matching of pre-screened labor that allowed businesses to fill vacancies within minutes while removing the administrative burden of traditional staffing.

Overview

Mission

To help everyone find their ideal employment opportunities—focusing on entry-level, blue-collar, and hourly shift work through technology that makes labor markets more transparent and efficient.

Products & Services

Pattern Worker AppPattern Employer DashboardAutomated Payroll & ComplianceWorker Rating System

Current State

Visibility Landscape

A high-level view of how Pattern 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	70	97	97	—
Core5q Product/service category queries	0	0	14	—
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	—

Competitive Landscape

Instawork72 mentions

Wonolo62 mentions

Bluecrew51 mentions

Qwick43 mentions

Upshift28 mentions

Veryable25 mentions

Deputy24 mentions

7shifts22 mentions

GigSmart16 mentions

TaskRabbit16 mentions

Pattern0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Retained brand identity recognition when users explicitly search for 'Pattern' by name across Claude and Gemini platforms

Strength

Minor visibility penetration within the Enterprise Workforce Strategist persona

Gap

Total absence from 'Core' industry queries involving on-demand staffing and labor matching

Recommended Actions

Execute an AI-focused 'Core Query' content initiative targeting decision-makers seeking staffing alternatives.

Competitors are currently capturing 100% of the intent for queries where Pattern should be a primary consideration, such as finding reliable gig platforms.

Integrate key differentiator messaging into high-traffic enterprise staffing resource pages.

Pattern is missing from the evaluation phase of the buyer journey, specifically for Enterprise Workforce Strategists who are actively using AI to vet platform reliability.

Create dedicated 'Platform Comparison' assets optimized for LLM training data.

AI models currently lack the narrative context to suggest Pattern when asked to compare gig economy apps, allowing competitors to maintain their market dominance in recommendations.

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

On Demand Staffing & Labor Matching(3 queries)

“what are some apps like instawork or wonolo for finding reliable hourly staff fast”

0/3 platforms mentioned

Core

ChatGPT

1.Instawork

2.Wonolo

3.Upshift

4.Bluecrew

5.Indeed Flex

+8 more

Claude

1.Instawork (Shiftgig)

2.Wonolo

3.Staffmark

4.QPS

5.Bluecrew

+9 more

Gemini

1.Instawork

2.Wonolo

3.Qwick (Mara)

4.Indeed Flex (Syft)

5.ShiftPixy

+8 more

“best staffing software that has a worker rating system to ensure quality labor”

0/3 platforms mentioned

Core

ChatGPT

1.WOLF

2.AkkenCloud

3.Zuper

4.Workforce.com

5.UKG

Claude

1.Nowsta

2.Ubeya

3.Bullhorn ATS & CRM

4.Zoho Workerly

5.CEIPAL ATS

+2 more

Gemini

1.Instawork

2.Indeed Flex

3.Sidekicker

4.Bullhorn (Great Recruiters)

5.Avionté

+1 more

“recommend platforms for retail and hospitality business owners to manage shifts and payroll”

0/3 platforms mentioned

Adjacent

ChatGPT

1.Gusto

2.Square (Square Payroll, Square Shifts, Square POS)

3.Toast

4.Paychex Flex

5.7shifts

+6 more

Claude

1.Deputy

2.ADP (ADP Workforce Now)

3.Xero

4.QuickBooks

5.7shifts

+8 more

Gemini

1.Toast (Toast Payroll)

2.Homebase

3.Square (Square Payroll)

4.Clover

5.Shopify

+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.

Alternatives

g2.com

Pattern

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Pattern

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

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.