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

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ReadyOn

Visibility0

Vibe75

Businesses/Human Resources Technology/ReadyOn

AI Visibility & Sentiment

ReadyOn

ReadyOn is a workforce technology platform that enables enterprises to implement flexible labor models for frontline workers. Founded by Stanford economists, operators, and engineers, the company uses AI and behavioral prediction to help large organizations reduce labor costs while offering employees schedule flexibility.

Active Monitoring

readyon.ai

Human Resources Technology Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe ReadyOn today.

ReadyOn suffers from a striking identity paradox where AI models clearly recognize the brand by name but fail to recommend it for any practical industry solutions. While competitors like Deputy and UKG are captured in every strategic conversation regarding labor costs and flexible scheduling, ReadyOn remains an untapped resource that the AI doesn't yet associate with category-leading HR technology.

Working in your favor

Perfect brand recall across ChatGPT, Claude, Gemini, and AIOverviews when queried directly about ReadyOn.

The brand vibe check reveals that AI models have ingested specific training data about the company's existence and core mission.

Gaps to close

Zero visibility in critical category-defining queries such as 'Staffing Strategy and Cost Control' and 'AI-Driven Workforce Optimization'.

Failure to appear in high-intent prompts regarding 'flexible workforce models' where competitors like Instawork and Wonolo are currently dominant.

Complete lack of resonance with key buyer personas, including the Strategic Chief People Officer and the Operational Efficiency Director.

Opportunities

Capitalize on the existing brand recognition to build 'problem-solution' bridges in the AI's training data.

Displace legacy players like Workday and UKG by positioning ReadyOn as the specific solution for 'high turnover' and 'dynamic pricing' challenges.

Leverage the high performance of competitors like Deputy (22 mentions) by targeting the specific gaps in their feature sets as discussed by AI models.

Highest-Impact Actions

Execute a targeted 'Problem-Solution' content strategy to bridge ReadyOn with 'labor cost reduction'.

AI models currently know who you are but not what you solve; you must force an association between your brand and the 'Staffing Strategy' query cluster.

Secure placements in high-authority HR Tech comparison articles and third-party reviews.

Competitors like Deputy and Shiftboard are winning because they are cited in the external datasets LLMs use to rank 'best enterprise workforce management' software.

Develop and publish persona-specific technical white papers for the 'Operational Efficiency Director'.

ReadyOn has zero visibility with this key decision-maker persona who currently receives recommendations for Instawork and Wonolo.

Value Proposition

Transform traditional full-time labor models into flexible workforce arrangements that reduce costs, increase applicant pools, and improve productivity by letting employees choose their own schedules while AI optimizes coverage.

Overview

Mission

Powering a future in which employees choose their schedules and AI optimizes for coverage and cost.

Products & Services

Flexible workforce scheduling platformAI-powered coverage optimizationBehavior prediction and matching algorithmsDynamic pricing for laborMobile app for frontline workers

Current State

Visibility Landscape

A high-level view of how ReadyOn 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 ReadyOn? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	0	0	0	0
“help me find a scheduling platform that lets workers pick their own shifts like uber”	No	No	No	No
“tell me about software that uses dynamic pricing for labor to fill hard shifts”	No	No	No	No
“best enterprise workforce management software for high turnover industries”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“help me find ways to cut labor costs in my hotels without firing people”	—	No	No	No
“how can I stop using expensive temp agencies for my retail stores and just use my own staff better”	No	No	No	No
“give me a plan to fix high turnover in a fast food chain using technology”	—	No	No	No

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

“help me find a scheduling platform that lets workers pick their own shifts like uber”

“tell me about software that uses dynamic pricing for labor to fill hard shifts”

“best enterprise workforce management software for high turnover industries”

“help me find ways to cut labor costs in my hotels without firing people”

—

“how can I stop using expensive temp agencies for my retail stores and just use my own staff better”

“give me a plan to fix high turnover in a fast food chain using technology”

—

Competitive Landscape

Deputy

22 mentions

UKG

20 mentions

Shiftboard

18 mentions

When I Work

17 mentions

Workday

14 mentions

Instawork

12 mentions

Uber

11 mentions

Wonolo

11 mentions

7shifts

10 mentions

ADP

10 mentions

ReadyOn

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Perfect brand recall across ChatGPT, Claude, Gemini, and AIOverviews when queried directly about ReadyOn.

Strength

The brand vibe check reveals that AI models have ingested specific training data about the company's existence and core mission.

Gap

Zero visibility in critical category-defining queries such as 'Staffing Strategy and Cost Control' and 'AI-Driven Workforce Optimization'.

Recommended Actions

Execute a targeted 'Problem-Solution' content strategy to bridge ReadyOn with 'labor cost reduction'.

AI models currently know who you are but not what you solve; you must force an association between your brand and the 'Staffing Strategy' query cluster.

Secure placements in high-authority HR Tech comparison articles and third-party reviews.

Competitors like Deputy and Shiftboard are winning because they are cited in the external datasets LLMs use to rank 'best enterprise workforce management' software.

Develop and publish persona-specific technical white papers for the 'Operational Efficiency Director'.

ReadyOn has zero visibility with this key decision-maker persona who currently receives recommendations for Instawork and Wonolo.

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

Staffing Strategy And Cost Control(3 queries)

“help me find ways to cut labor costs in my hotels without firing people”

0/3 platforms mentioned

Aspirational

Claude

1.Deputy

2.Toast

3.7shifts

4.Salto

5.Minut

+5 more

Gemini

1.Oracle Opera Cloud

2.Mews Hospitality Suite

3.ALICE Hotel

4.InstaClean

5.Acuity Brands

AI Overviews

1.International Hospitality Institute

2.Hospitality Financial and Technology Professionals

3.HFTP

4.Canary Technologies

“how can I stop using expensive temp agencies for my retail stores and just use my own staff better”

0/4 platforms mentioned

Adjacent

The Strategic Chief People Officer · Chief People Officer (CPO)

ChatGPT

1.Snagajob

2.ZipRecruiter

3.ADP

4.Paylocity

5.UKG

+8 more

Claude

1.UKG

2.Workable

3.When I Work

4.Dayforce

5.Ceridian

Gemini

1.UKG

2.Workday Workforce Management

3.Kronos Workforce Central

4.UKG Pro Workforce Management

5.Workforce Ready by ADP

+3 more

AI Overviews

1.TimeForge

2.When I Work

3.Homebase

4.Quinyx

5.Shiftlab

+6 more

“give me a plan to fix high turnover in a fast food chain using technology”

0/3 platforms mentioned

Adjacent

The Strategic Chief People Officer · Chief People Officer (CPO)

Claude

1.Lattice

2.15Five

3.Schedulefly

4.7shifts

5.QSR Magazine

+5 more

Gemini

1.Cornerstone OnDemand

2.SAP Litmos

3.Strivr

4.UKG Pro Workforce Management

5.Workday Human Capital Management

+6 more

AI Overviews

1.TimeForge

2.Restaurant365

3.Legion

4.7shifts

5.eduMe

+5 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.

Managing Hotel Labor Costs Today - HVS

hvs.com

ReadyOn

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Human Resources Technology

Start gettingrecommended by AI.

Frequently asked questions

ReadyOn

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Human Resources Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.