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

Warp

Visibility28

Vibe79

Businesses/Human Resources Technology/Warp

AI Visibility & Sentiment

Warp

Warp is an AI-native employee management platform that automates payroll, benefits, and tax compliance for fast-growing companies. Their AI agents handle complex workflows like multi-state tax registrations, notice resolution, and benefits administration, allowing finance and HR teams to focus on strategic work rather than administrative busywork.

Active Monitoring

joinwarp.com

Human Resources Technology Startups

AI Visibility Score

28/100

Low

Sentiment Score

79/100

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 Warp today.

Warp has carved out a formidable niche in Google AI Overviews, dominating high-intent tax and multi-state compliance queries where it frequently secures top-three placements. However, this technical authority has not yet translated into the conversational LLM space, as evidenced by a total blackout on ChatGPT and significant visibility gaps in global contractor management and API integration discussions.

Working in your favor

Dominant presence in Google AI Overviews with a 60% mention rate, specifically leading in 'Automating Multi-State Scaling' queries with multiple #1 and #2 rankings.

High resonance with the Fractional Startup CFO persona (31% visibility), indicating that Warp's specialized compliance features are being recognized by financial decision-makers.

Strong performance in solving complex technical pain points, such as resolving payroll tax notices and handling multi-state registrations.

Gaps to close

Complete invisibility on ChatGPT (0% mention rate), which is the primary conversational platform for founders and tech leaders seeking broad HR recommendations.

Significant missed opportunities in global workforce management; Warp was not mentioned in any queries related to paying international contractors across 10+ countries.

Lack of presence in the 'Modernizing the HR Tech Stack' category, specifically failing to appear for queries regarding API quality and third-party integrations.

Opportunities

Leverage existing AI Overviews dominance to seed conversational LLMs with high-authority technical content regarding their unique API and developer-first approach.

Expand content strategy to target global contractor management and international payroll to compete directly with Deel and Remote, who currently dominate those queries.

Improve sentiment and ranking on Gemini by optimizing documentation to address the specific needs of the 'Series B Head of People' persona.

Highest-Impact Actions

Execute a targeted LLM seeding campaign on ChatGPT via high-authority third-party tech blogs and developer forums.

A 0% mention rate on the world’s most used AI platform is a critical risk; Warp must be present where founders are asking for 'reliable payroll' recommendations.

Develop and publish exhaustive technical documentation and landing pages focused on 'Global Contractor Payroll' and 'HR APIs'.

Warp is currently invisible in global management queries, allowing competitors like Deel and Rippling to capture the entire international scaling market.

Optimize technical blog content to specifically address the 'Modernizing the HR Tech Stack' query cluster.

As a modern HR platform, Warp is missing out on the tech-forward audience that prioritizes integrations and developer experience over legacy features.

Value Proposition

AI-powered employee management that runs itself—automating payroll, compliance, and benefits so companies can scale from 10 to 1000+ employees without growing HR overhead or dealing with manual compliance work.

Overview

Mission

Building employee management that runs itself, automating the complexity that others consider impossible to solve.

Products & Services

Multi-state payroll processingAI-powered tax compliance and notice resolutionIntegrated benefits brokerage (health, dental, 401k)Global contractor payments in 150+ countriesHR platform with API and integrations

Current State

Visibility Landscape

A high-level view of how Warp 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	70	70	70
“What do you know about Warp? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core5q Product/service category queries	0	35	39	64
“we're hiring in 5 new states and the tax registrations are a nightmare, what tools can automate this for me”	No	#3	#6	#1
“help me find a platform to pay contractors in 10 different countries and handle the compliance”	No	No	No	No
“recommend an HR platform that has a good API and integrates payroll with 401k and health insurance”	No	No	No	No
“what are the most reliable payroll and HR platforms for tech startups in 2026”	No	No	No	#5
“how to deal with payroll tax notices from different states automatically, are there apps for this”	No	No	#7	#2
Growth Areas1q Adjacent, aspirational & visionary	0	0	70	91
“best way to handle payroll for a startup scaling from 20 to 100 people without hiring a full HR team”	No	No	#11	#3

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

Yes

“we're hiring in 5 new states and the tax registrations are a nightmare, what tools can automate this for me”

“help me find a platform to pay contractors in 10 different countries and handle the compliance”

“recommend an HR platform that has a good API and integrates payroll with 401k and health insurance”

“what are the most reliable payroll and HR platforms for tech startups in 2026”

“how to deal with payroll tax notices from different states automatically, are there apps for this”

“best way to handle payroll for a startup scaling from 20 to 100 people without hiring a full HR team”

#11

Competitive Landscape

Rippling

55 mentions

Gusto

44 mentions

Deel

41 mentions

Justworks

25 mentions

ADP

21 mentions

Slack

19 mentions

Remote

18 mentions

Papaya Global

16 mentions

Warp

13 mentions

Paychex

12 mentions

QuickBooks Online

12 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant presence in Google AI Overviews with a 60% mention rate, specifically leading in 'Automating Multi-State Scaling' queries with multiple #1 and #2 rankings.

Strength

High resonance with the Fractional Startup CFO persona (31% visibility), indicating that Warp's specialized compliance features are being recognized by financial decision-makers.

Strength

Strong performance in solving complex technical pain points, such as resolving payroll tax notices and handling multi-state registrations.

Recommended Actions

Execute a targeted LLM seeding campaign on ChatGPT via high-authority third-party tech blogs and developer forums.

A 0% mention rate on the world’s most used AI platform is a critical risk; Warp must be present where founders are asking for 'reliable payroll' recommendations.

Develop and publish exhaustive technical documentation and landing pages focused on 'Global Contractor Payroll' and 'HR APIs'.

Warp is currently invisible in global management queries, allowing competitors like Deel and Rippling to capture the entire international scaling market.

Optimize technical blog content to specifically address the 'Modernizing the HR Tech Stack' query cluster.

As a modern HR platform, Warp is missing out on the tech-forward audience that prioritizes integrations and developer experience over legacy features.

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

Automating Multi State Scaling(3 queries)

“we're hiring in 5 new states and the tax registrations are a nightmare, what tools can automate this for me”

1/4 platforms mentioned

Core

ChatGPT

1.Remote

2.Deel

3.Velocity Global

4.Papaya Global

5.Oyster

+16 more

Claude

1.Stripe Atlas

2.LegalZoom

3.Rocket Lawyer

4.Multistate Tax Commission (MTC) OneStop

5.MyComplianceOffice

+7 more

Gemini

1.Middesk

2.CorpNet

3.Harbor Compliance

4.Rippling

5.Gusto

+3 more

AI Overviews

1.Middesk

2.Warp

3.Rippling

4.Deel

5.Harbor Compliance

“best way to handle payroll for a startup scaling from 20 to 100 people without hiring a full HR team”

1/4 platforms mentioned

Aspirational

The Bootstrapped Tech Founder · CEO and Founder

ChatGPT

1.Rippling

2.Gusto

3.Justworks

4.Rippling PEO

5.Gusto PEO

+20 more

Claude

1.Gusto

2.Rippling

3.Slack

4.Zenefits

5.Lever

+2 more

Gemini

1.Slack

2.Rippling

3.Justworks

4.Gusto

5.Deel

+6 more

AI Overviews

1.Rippling

2.Slack

3.Warp

4.Stripe

5.Gusto

+7 more

“how to deal with payroll tax notices from different states automatically, are there apps for this”

1/4 platforms mentioned

Core

The Bootstrapped Tech Founder · CEO and Founder

ChatGPT

1.Slack

2.Rippling

3.Zapier

4.Gusto

5.ADP

+13 more

Claude

1.Gusto

2.Rippling

3.Slack

4.Taxjar

5.TaxJar for Payroll

Gemini

1.Rippling

2.Slack

3.Gusto

4.Stable

5.Notice Ninja

+1 more

AI Overviews

1.NoticeNinja

2.Warp

3.BSI

4.ComplianceFactory™

5.Business Software, Inc.

+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.

Streamline payroll tax registration for your customers - Middesk

middesk.com

Warp

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

Warp

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.