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

Mercor

Visibility53

Vibe88

Businesses/Human Resources Technology/Mercor

AI Visibility & Sentiment

Mercor

Mercor is an AI-powered talent marketplace that connects skilled professionals with high-paying, remote AI roles. The platform specializes in matching domain experts—from physicians and lawyers to software engineers and researchers—with companies building AI systems, offering competitive hourly rates and daily payouts.

Active Monitoring

mercor.com

Human Resources Technology

AI Visibility Score

53/100

Moderate

Sentiment Score

88/100

Score by Reach

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 Mercor today.

Mercor has established itself as the definitive high-end alternative to legacy platforms like Outlier and Remotasks, frequently securing the #1 spot in AI Overviews for elite expert marketplace searches. While the brand dominates the AI Research Academic persona with a 68% mention rate, it suffers from a massive visibility vacuum in the medical and legal professional sectors where competitors like Scale AI currently hold court.

Value Proposition

Access exclusive, top-tier remote AI roles with premium pay rates ($60-$300/hr), daily payouts, and the opportunity to shape the future of artificial intelligence using your domain expertise

Overview

Mission

Shape the future of AI by connecting world-class domain experts with cutting-edge AI development opportunities

Products & Services

AI talent marketplace for domain expertsRemote AI job matching and placementAPEX - AI Productivity Index researchDaily payout payment systemSkill-based role matching across medical, legal, finance, and tech domains

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	44	56	13	86
Core Topics Product/service category queries	34	50	9	0
Growth Areas Adjacent, aspirational & visionary	25	35	11	38

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Scale AI

95 mentions

Invisible Technologies

64 mentions

Outlier

56 mentions

Surge AI

53 mentions

Toptal

48 mentions

Braintrust

47 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Top-tier authority in AI Overviews with an average position of 3.1, specifically outperforming competitors on 'high-end alternative' and 'best reviewed marketplace' queries.

Strength

Strongest resonance with the AI Research Academic persona, achieving a 68% mention rate and solid top-of-page placement (5.4 average position).

Strength

Excellent 'brand vibe check' performance across all major models, indicating that when the brand is known, the sentiment is consistently accurate and authoritative.

Recommended Actions

Optimize technical documentation for Google's Gemini/SGE signals.

With a mere 15% mention rate on Gemini compared to 47% on Claude, there is a fundamental disconnect in how Google's models are indexing Mercor's expert authority.

Develop and deploy a 'Financial Transparency' content pillar.

The brand is currently 'NOT MENTIONED' in key queries regarding payout speed and hourly rates; capturing this intent is vital for attracting top-tier freelance talent.

Launch a targeted Medical & Legal Expert visibility campaign.

The specialized medical persona is the brand's weakest link (18% mention rate). Mirroring the successful strategy used for the AI Research Academic persona can close this gap.

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

High Value Expert Career Pivots(3 queries)

“how can i use my medical degree to get a remote job in AI training, any specific platforms?”

1/4 platforms mentioned

Aspirational

ChatGPT

1.Scale AI

2.Surge AI

3.Outlier AI

4.Remotasks

5.Invisible Technologies

+11 more

Claude

1.Scale AI

2.Remotasks

3.Surge AI

4.Appen

5.Invisible Technologies

+7 more

Gemini

1.Outlier

2.Scale AI

3.Invisible Technologies

4.DataAnnotation.tech

5.Appen

+11 more

AI Overviews

1.Handshake

2.Outlier

3.Scale AI

4.Handshake AI

5.Invisible Technologies

8.Mercor

+4 more

“remote work for lawyers that pays as much as big law, maybe in legal AI development”

1/4 platforms mentioned

Aspirational

The Specialized Medical Consultant · Physician / Medical Domain Expert

ChatGPT

1.Harvey

2.Casetext

3.Thomson Reuters

4.EvenUp

5.Ironclad

+12 more

Claude

1.Scale AI

2.Appen

3.Invisible Technologies

4.Surge AI

5.MMLU-Law

+15 more

Gemini

1.Scale AI

2.Invisible Technologies

3.Labelbox

4.Harvey AI

5.PwC

+9 more

AI Overviews

1.Harvey AI

2.Litera

3.Lovable

4.Tandem

5.Mercor

+4 more

“best way for a phd researcher to find high paying freelance work in ai alignment or training”

0/4 platforms mentioned

Aspirational

The Specialized Medical Consultant · Physician / Medical Domain Expert

ChatGPT

1.Google DeepMind

2.Conjecture

3.METR

4.Apollo Research

5.ARC Evals

+15 more

Claude

1.Scale AI

2.Surge AI

3.Appen

4.Invisible Technologies

5.Redwood Research

+14 more

Gemini

1.GLG

2.Gerson Lehrman Group

3.Guidepoint

4.AlphaSights

5.Remotasks

+11 more

AI Overviews

1.Alignerr

2.Labelbox

3.Outlier

4.Scale AI

5.DataAnnotation.tech

+14 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.

Scale AI

scale.com

Web1 ref

Surge AI

surgehq.ai

Web1 ref

Outlier AI

outlier.ai

Web1 ref

Remotasks

remotasks.com

Web1 ref

Invisible Technologies

invisible.co

Web1 ref

Turing

turing.com

Web1 ref

Toloka

toloka.ai

Web1 ref

Snorkel AI

snorkel.ai

Web1 ref

Hippocratic AI

hippocraticai.com

Web1 ref

Scale AI

scale.com

Web1 ref

Remotasks

remotasks.com

Web1 ref

Appen

appen.com

Web1 ref

Outlier AI

outlier.ai

Web1 ref

Prolific

prolific.com

Web1 ref

Artificial Intelligence Medical jobs in Remote - Indeed

indeed.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Mercor.

Scale AI95 mentions

Invisible Technologies64 mentions

Outlier56 mentions

Mercor56 mentions

Surge AI53 mentions

Toptal48 mentions

Braintrust47 mentions

GLG46 mentions

Remotasks43 mentions

Upwork43 mentions

AlphaSights39 mentions

Brand Identity

Brand Voice & Style

How AI perceives Mercor's communication style and personality

Mercor communicates with confident authority and forward-thinking optimism, positioning itself at the intersection of elite talent and AI innovation. The brand voice is aspirational yet accessible, emphasizing opportunity and empowerment for skilled professionals. Messaging is clean, direct, and data-driven—highlighting concrete metrics like pay rates and hiring numbers to build trust. There's an underlying sense of exclusivity and prestige, suggesting that Mercor roles are reserved for exceptional talent shaping transformative technology.

Core Tone Traits

Aspirational & Empowering

Frames work as meaningful contribution to AI's future, not just a job

Data-Driven & Transparent

Leads with concrete numbers—pay rates, roles created, daily payouts

Premium & Exclusive

Positions opportunities as top-tier and available only on Mercor

Clean & Direct

Minimal, confident messaging without unnecessary complexity

Backing

Investors

Blue Moon

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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Access exclusive, top-tier remote AI roles with premium pay rates ($60-$300/hr), daily payouts, and the opportunity to shape the future of artificial intelligence using your domain expertise

AI Visibility Score

Mercor has an AI visibility score of 33/100, rated as low. This score reflects how often and how prominently Mercor appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Top-tier authority in AI Overviews with an average position of 3.1, specifically outperforming competitors on 'high-end alternative' and 'best reviewed marketplace' queries.
Strongest resonance with the AI Research Academic persona, achieving a 68% mention rate and solid top-of-page placement (5.4 average position).
Excellent 'brand vibe check' performance across all major models, indicating that when the brand is known, the sentiment is consistently accurate and authoritative.

Visibility Gaps

Near-total invisibility in the Marketplace Financials & Payouts category, missing critical queries regarding 'daily payouts' and 'high hourly rates' that competitors are capturing.
Critical underperformance on the Gemini platform with only a 15% mention rate, significantly trailing behind Claude and ChatGPT performance.
Weak penetration into the Specialized Medical Consultant persona (18% mention rate), representing a missed opportunity for high-value expert acquisition.

Competitors in AI Recommendations

Scale AI: 95 mentions
Invisible Technologies: 64 mentions
Outlier: 56 mentions
Surge AI: 53 mentions
Toptal: 48 mentions
Braintrust: 47 mentions
GLG: 46 mentions
Remotasks: 43 mentions
Upwork: 43 mentions
AlphaSights: 39 mentions
Guidepoint: 38 mentions
Gerson Lehrman Group: 33 mentions
Turing: 28 mentions
Appen: 28 mentions
Labelbox: 27 mentions

Categories: Human Resources Technology