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

Rembrand

Visibility45

Vibe96

Businesses/Advertising Technology/Rembrand

AI Visibility & Sentiment

Rembrand

Rembrand is an AI-powered video advertising technology company that creates native ad experiences by placing brands directly into content or transforming social content into engaging ad formats. They offer innovative solutions like Virtual Product Placement, Virtual Out of Home advertising, and Spaceback Content Ads that deliver non-skippable, contextually relevant brand integrations.

Active Monitoring

rembrand.com

Advertising Technology

AI Visibility Score

45/100

Moderate

Sentiment Score

96/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Rembrand today.

Rembrand has effectively captured the imagination of the Enterprise Marketing Futurist but faces a critical visibility bottleneck within the primary LLMs used for technical media planning. While the brand commands an impressive 80% mention rate on Gemini, it remains a ghost in ChatGPT and Claude environments where the majority of media buyers are likely vetting new partners.

Working in your favor

Exceptional dominance on Google Gemini with an 80% mention rate and a strong average position of 3.7.

High resonance with the 'Enterprise Marketing Futurist' persona (63% visibility), positioning the brand as a top-tier innovator in AI-driven media.

Top-tier organic authority in AIOverviews for high-intent queries like 'virtual product placement' and 'in-content advertising'.

Gaps to close

Severe underperformance on ChatGPT (18%) and Claude (13%), platforms that are essential for deep technical vendor evaluations.

Inconsistent visibility in 'Combatting Ad Avoidance' queries, allowing Mirriad to maintain a significant lead in total conversational mentions.

Lower penetration among 'Brand Integrity Guardians' (25%), a persona critical for enterprise-level adoption and safety vetting.

Opportunities

Own the 'Ad Avoidance' narrative by aligning technical content with specific skip-prevention strategies for YouTube and Gen Z audiences.

Convert Gemini-centric authority into cross-platform visibility by diversifying the digital citations and technical forums that OpenAI and Anthropic models crawl.

Displace Mirriad by aggressively targeting the 'AI-driven speed and scale' differentiator in virtual product placement content.

Highest-Impact Actions

Prioritize technical PR and documentation updates to bridge the 60%+ visibility gap between Gemini and ChatGPT/Claude.

The brand is currently siloed in the Google ecosystem, missing the largest share of the conversational AI market used for B2B decision-making.

Develop targeted content assets focusing on 'Ad Avoidance' tech and 'Gen Z ad-skipping' to capture high-volume buyer queries.

Legacy competitors are winning on volume by positioning themselves as the default solution for ad-skipping behaviors where Rembrand is frequently unmentioned.

Create 'Integrity and Safety' centered content to improve the low 25% mention rate among Brand Integrity Guardians.

Enterprise buyers require explicit validation of brand safety and AI ethics before committing to automated video insertion partnerships.

Value Proposition

AI-powered native video advertising that places brands seamlessly into content, eliminating ad skipping while delivering 2x higher engagement and 98.5% completion rates compared to standard ads

Overview

Mission

To revolutionize video advertising by creating content-driven ad experiences that work for both audiences and brands, eliminating interruptions while delivering measurable results

Products & Services

Virtual Product Placement (VPP)Virtual Out of Home (VOOH) AdvertisingSpaceback Content AdsIn-Content Advertising (ICA)Spatially-Aware AI Technology Platform

Current State

Visibility Landscape

A high-level view of how Rembrand 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	70	97	97
“What do you know about Rembrand? What do they do and what's their reputation?”	#1	Yes	#1	#1
Core5q Product/service category queries	47	43	96	67
“how to reach viewers who skip youtube ads, specific tech options please”	No	#8	#1	No
“how to use ai to put products into existing video content”	No	No	#2	#2
“who are the top players in virtual product placement right now”	#2	#2	#1	#2
“best ad formats for reaching gen z who hate commercials”	—	No	#1	No
“how to do in-content advertising that doesn't feel like an interruption”	—	No	#1	#1
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

Yes

“how to reach viewers who skip youtube ads, specific tech options please”

“how to use ai to put products into existing video content”

“who are the top players in virtual product placement right now”

“best ad formats for reaching gen z who hate commercials”

—

“how to do in-content advertising that doesn't feel like an interruption”

—

Competitive Landscape

Mirriad

27 mentions

Rembrand

21 mentions

The Trade Desk

17 mentions

Ryff

14 mentions

TripleLift

9 mentions

CreatorIQ

8 mentions

Xandr

7 mentions

Outbrain

7 mentions

MOAT

7 mentions

DoubleVerify

7 mentions

Taboola

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional dominance on Google Gemini with an 80% mention rate and a strong average position of 3.7.

Strength

High resonance with the 'Enterprise Marketing Futurist' persona (63% visibility), positioning the brand as a top-tier innovator in AI-driven media.

Strength

Top-tier organic authority in AIOverviews for high-intent queries like 'virtual product placement' and 'in-content advertising'.

Recommended Actions

Prioritize technical PR and documentation updates to bridge the 60%+ visibility gap between Gemini and ChatGPT/Claude.

The brand is currently siloed in the Google ecosystem, missing the largest share of the conversational AI market used for B2B decision-making.

Develop targeted content assets focusing on 'Ad Avoidance' tech and 'Gen Z ad-skipping' to capture high-volume buyer queries.

Legacy competitors are winning on volume by positioning themselves as the default solution for ad-skipping behaviors where Rembrand is frequently unmentioned.

Create 'Integrity and Safety' centered content to improve the low 25% mention rate among Brand Integrity Guardians.

Enterprise buyers require explicit validation of brand safety and AI ethics before committing to automated video insertion partnerships.

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

Combatting Ad Avoidance And Skippability(3 queries)

“how to reach viewers who skip youtube ads, specific tech options please”

0/4 platforms mentioned

Core

ChatGPT

1.The Trade Desk

2.Magnite

3.FreeWheel

4.DV360

5.BigQuery

+21 more

Claude

1.Roku

2.Fire TV

3.Google TV

4.The Trade Desk

5.DV360

+8 more

Gemini

1.CreatorIQ

2.Aspire

3.Grin

4.MNTN

5.The Trade Desk

+7 more

AI Overviews

1.TrueView

2.Bumper Ads

3.Non-Skippable In-Stream

4.YouTube Shorts Ads

5.In-Feed Video Ads

+4 more

“best ad formats for reaching gen z who hate commercials”

1/3 platforms mentioned

Core

The Metrics-Obsessed Media Buyer · Senior Media Buyer

Claude

1.Outbrain Native Commerce

2.Seedtag

3.TripleLift

4.TubeMogul

5.Adobe Ads

+2 more

Gemini

1.Mirriad

2.Rembrand

3.KERV Interactive

4.Clinch

5.Teads

+6 more

AI Overviews

1.Adsposure

2.uamaster.net

3.eMarketer

4.Roblox

5.Fortnite

+4 more

“how to do in-content advertising that doesn't feel like an interruption”

1/3 platforms mentioned

Core

The Metrics-Obsessed Media Buyer · Senior Media Buyer

Claude

1.Magna

2.Nielsen

3.VAST

4.Seedtag

5.Grapeshot

+5 more

Gemini

1.Mirriad

2.Kantar

3.Amazon Ads

4.Prime Video

5.Freevee

+8 more

AI Overviews

1.Rembrand

2.ASTRAD

3.Kynda Creative

4.IAB

5.Wiley Law

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.

www.digitalapplied.com

digitalapplied.com

Rembrand

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Advertising Technology

Start gettingrecommended by AI.

Frequently asked questions

Rembrand

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Advertising Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.