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

Instawork

Visibility90

Vibe95

Businesses/Staffing & Workforce Solutions/Instawork

AI Visibility & Sentiment

Instawork

Instawork is an AI-powered staffing platform that connects businesses with vetted hourly workers for temporary and permanent positions. The platform serves industries including hospitality, warehousing, logistics, and retail across 400+ cities in the US and Canada, offering rapid shift filling with a 98% worker show rate.

Active Monitoring

instawork.com

Staffing & Workforce Solutions Startups

AI Visibility Score

90/100

Excellent

Sentiment Score

95/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Instawork today.

Instawork has achieved a commanding presence in AI-driven search, securing a near-perfect 1.2 average position in Google AI Overviews and 100% visibility across major LLMs for Enterprise HR personas. This dominance in urgent logistics and hospitality staffing is offset only by a notable ranking lag in ChatGPT for technical queries regarding AI-driven recruitment technology, representing a clear target for narrative optimization.

Working in your favor

Absolute dominance in AI Overviews with a 1.2 average position and 92% mention rate, ensuring top-of-page visibility for high-intent searchers.

Perfect 100% mention rate for the Enterprise HR Compliance Director persona, positioning the brand as the default choice for high-stakes corporate buyers.

Top-tier performance in urgent and seasonal staffing queries, frequently ranking #1 across ChatGPT, Gemini, and AI Overviews for catering and warehouse needs.

Gaps to close

Significant ranking volatility in ChatGPT for AI-matching queries, with positions dropping as low as #41 and #23 compared to top-3 rankings on Gemini.

Mixed sentiment among Boutique Hospitality Group Owners and Enterprise HR Directors, suggesting that while the brand is visible, the narrative isn't always working in its favor.

Lower average positioning in ChatGPT (7.4) relative to the hyper-efficient performance seen in Claude (3.1) and Gemini (2.6).

Opportunities

Bridge the technical authority gap by publishing detailed whitepapers on AI-worker matching logic to improve ChatGPT's retrieval-augmented generation (RAG) performance.

Capitalize on the mixed sentiment by seeding more positive case studies focused on hospitality reliability to counteract 'mixed' ratings in those specific segments.

Differentiate against Qwick and Wonolo by emphasizing the 'worker satisfaction' metrics where Instawork already leads in current LLM rankings.

Highest-Impact Actions

Execute a ChatGPT-specific technical content campaign focusing on 'AI-driven hourly recruitment'.

While Instawork dominates other platforms, its position in ChatGPT for technical recruitment queries is an outlier (avg pos 41/23) that needs immediate correction through high-authority technical documentation.

Implement a sentiment-correction strategy for the 'Hospitality' and 'Enterprise HR' personas.

Data shows high visibility but mixed sentiment for these two key buyer groups; shifting this to 'positive' is the fastest way to increase conversion from AI-driven discovery.

Defend the 'Reliability' narrative against Qwick and Wonolo.

With 29 and 19 mentions respectively, competitors are frequently appearing in 'best platform' lists; Instawork must reinforce its lead by highlighting its superior position in reliability-themed queries.

Value Proposition

AI-powered staffing that fills shifts in under 24 hours with a 98% worker show rate, combining intelligent matching technology with comprehensive vetting to deliver reliable, qualified workers faster than traditional staffing agencies

Overview

Mission

To create economic opportunities for local businesses and hourly workers across the globe

Products & Services

Short-term temporary staffingLong-term temporary workersPermanent placement hiringAI-powered worker matchingBackground checks and worker vetting

Current State

Visibility Landscape

A high-level view of how Instawork 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 Instawork? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	93	91	96	97
“i'm short-staffed for a huge catering event this weekend, how can i find 10 servers fast”	#1	#1	#1	#1
“which on-demand staffing platforms have the highest worker show rates”	#1	#2	#3	#1
“what are the top platforms for finding hospitality shifts without a long-term commitment”	#1	#2	#1	#1
“i need to find 15 warehouse workers by tomorrow morning, what's the fastest way”	#6	#7	#1	#1
Growth Areas1q Adjacent, aspirational & visionary	70	97	94	91
“how can i use ai to match hourly workers to open shifts more accurately”	#23	#1	#2	#3

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

“i'm short-staffed for a huge catering event this weekend, how can i find 10 servers fast”

“which on-demand staffing platforms have the highest worker show rates”

“what are the top platforms for finding hospitality shifts without a long-term commitment”

“i need to find 15 warehouse workers by tomorrow morning, what's the fastest way”

“how can i use ai to match hourly workers to open shifts more accurately”

#23

Competitive Landscape

Instawork

44 mentions

Wonolo

29 mentions

Bluecrew

22 mentions

Qwick

19 mentions

PeopleReady

13 mentions

TaskRabbit

7 mentions

Upshift

7 mentions

TrueBlue

6 mentions

Snagajob

6 mentions

shiftNOW

6 mentions

JobStack

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Absolute dominance in AI Overviews with a 1.2 average position and 92% mention rate, ensuring top-of-page visibility for high-intent searchers.

Strength

Perfect 100% mention rate for the Enterprise HR Compliance Director persona, positioning the brand as the default choice for high-stakes corporate buyers.

Strength

Top-tier performance in urgent and seasonal staffing queries, frequently ranking #1 across ChatGPT, Gemini, and AI Overviews for catering and warehouse needs.

Recommended Actions

Execute a ChatGPT-specific technical content campaign focusing on 'AI-driven hourly recruitment'.

Implement a sentiment-correction strategy for the 'Hospitality' and 'Enterprise HR' personas.

Data shows high visibility but mixed sentiment for these two key buyer groups; shifting this to 'positive' is the fastest way to increase conversion from AI-driven discovery.

Defend the 'Reliability' narrative against Qwick and Wonolo.

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 Urgent & Seasonal Staffing Gaps(2 queries)

“i'm short-staffed for a huge catering event this weekend, how can i find 10 servers fast”

4/4 platforms mentioned

Core

ChatGPT

1.Instawork

2.Wonolo

3.PeopleReady

4.PeopleReady Hospitality

5.TrueBlue

+8 more

Claude

1.Wonolo

2.Instawork

3.Craigslist

4.TaskRabbit

5.Staffing 360

+1 more

Gemini

1.Instawork

2.Qwick

3.Upshift

4.Shiftgig

5.LGC Hospitality

+3 more

AI Overviews

1.Instawork

2.Qwick

3.shiftNOW

4.JobStack

5.PeopleReady

+7 more

“i need to find 15 warehouse workers by tomorrow morning, what's the fastest way”

3/4 platforms mentioned

Core

The High-Volume Logistics Operations Manager · Operations Manager

ChatGPT

1.PeopleReady

2.TrueBlue

3.EmployBridge

4.Staffing Solutions

5.Manpower

8.Instawork

+4 more

Claude

1.Bluecrew

2.Wonolo

3.Staffing 360 Solutions

4.Labor Ready

5.Manpower

Gemini

1.Bluecrew

2.Manhattan

3.Blue Yonder

4.Instawork

5.Wonolo

+1 more

AI Overviews

1.Instawork

2.Instawork for Business

3.Bacon

4.Bacon Work

5.Veryable

+6 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.

Best Event Staff Apps and Event Staffing Software in 2026

instawork.com

Instawork

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

Instawork

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.