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.

Roadmap Pricing

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Kontext

Visibility24

Vibe83

Businesses/Advertising Technology (AdTech)/Kontext

AI Visibility & Sentiment

Kontext

Kontext is an AI-native advertising platform that enables generative AI applications, such as chatbots and AI search engines, to monetize through non-intrusive, contextually relevant native ads. The platform utilizes real-time analysis of user conversations to deliver helpful recommendations that integrate naturally into the user experience.

Active Monitoring

kontext.so

Advertising Technology (AdTech)

AI Visibility Score

24/100

Low

Sentiment Score

83/100

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 Kontext today.

Kontext currently operates as a 'hidden gem' in the generative AI landscape, demonstrating strong authority when specifically referenced while remaining largely absent from broader industry discovery conversations. While the brand secures top-tier placement in AI Overviews and Claude for niche monetization inquiries, it fails to capture the attention of decision-makers seeking generalized adtech alternatives and conversational interface solutions.

Working in your favor

Securing #1 rankings in AI Overviews for monetization-focused queries related to LLM-based interfaces.

High brand resonance and positive sentiment in direct 'vibe check' inquiries across Claude, Gemini, and AI Overviews.

Strong technical credibility with the 'Strategic AdTech Yield Optimizer' persona, reflecting brand fit for specialized use cases.

Gaps to close

Total absence in 'AdTech Evaluation and Selection' queries, leaving critical market share to competitors like PubMatic and Magnite.

Invisibility across core 'Performance Marketing for AI' search paths, where publishers are actively looking for brand-ready solutions.

Lack of presence in ChatGPT, a critical touchpoint for technical leads and marketing strategists performing preliminary research.

Opportunities

Optimizing content to capture 'AdTech alternatives' and 'conversational interface' keywords, which are currently dominated by legacy providers.

Developing authoritative, persona-led white papers that directly address the 'how-to' queries for AI search engine monetization.

Bridging the gap between the brand's clear utility and its current lack of presence in broader industry 'best of' lists.

Highest-Impact Actions

Develop a series of 'AI AdTech Comparison' content pieces targeting AdTech selection search intent.

Competitors like PubMatic and Magnite are capturing traffic for comparison queries that Kontext is currently ignoring; capturing this intent is essential for top-of-funnel consideration.

Implement a structured data and SEO strategy focused on 'monetization of conversational interfaces' for ChatGPT integration.

Kontext's current visibility is siloed to specific platforms; diversifying presence into ChatGPT is necessary to reach the wider market of developers and publishers.

Create content specifically addressing the 'Marketing Operations Strategist' persona regarding performance marketing in chat environments.

Data shows the brand has traction with technical and yield personas, but missing this key stakeholder prevents the brand from being included in holistic budget planning.

Value Proposition

Kontext uses real-time intent tracking rather than traditional behavioral tracking, ensuring ads are relevant to the user's current dialogue while maintaining high engagement and a native feel.

Overview

Mission

To redefine the future of advertising in the generative AI era by delivering context-rich, native ad formats that align monetization with user intent.

Products & Services

Kontext Publisher SDKAdvertiser DashboardReal-Time Creative EngineKontextual Matching API

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	100	100
“What do you know about Kontext? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Positive
Core4q Product/service category queries	0	45	42	45
“what are the best ways to monetize a custom gpt or ai chatbot without annoying users with popups”	No	No	No	No
“what are the most reliable adtech platforms for publishers in the generative ai space”	No	No	No	No
“recommend some ad networks that work well inside llm-based interfaces for native ads”	No	#1	#2	#1
“compare the top adtech alternatives for conversational interfaces”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“what platforms let brands advertise directly in chat-based search results”	No	No	No	No
“how do i start making money from my ai search engine app”	No	No	No	No
“what should i look for when choosing an ad platform for an ai-driven app”	No	No	No	No
“recommend tools that help brands reach engaged users in conversational ai”	No	No	No	No

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

Neutral

Positive

“what are the best ways to monetize a custom gpt or ai chatbot without annoying users with popups”

“what are the most reliable adtech platforms for publishers in the generative ai space”

“recommend some ad networks that work well inside llm-based interfaces for native ads”

“compare the top adtech alternatives for conversational interfaces”

“what platforms let brands advertise directly in chat-based search results”

“how do i start making money from my ai search engine app”

“what should i look for when choosing an ad platform for an ai-driven app”

“recommend tools that help brands reach engaged users in conversational ai”

Competitive Landscape

PubMatic

13 mentions

Magnite

13 mentions

Perplexity AI

12 mentions

Taboola

11 mentions

Outbrain

10 mentions

Google Ad Manager

9 mentions

Microsoft Copilot

9 mentions

ChatAds

8 mentions

Perplexity

8 mentions

Drift

8 mentions

Kontext

5 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Securing #1 rankings in AI Overviews for monetization-focused queries related to LLM-based interfaces.

Strength

High brand resonance and positive sentiment in direct 'vibe check' inquiries across Claude, Gemini, and AI Overviews.

Strength

Strong technical credibility with the 'Strategic AdTech Yield Optimizer' persona, reflecting brand fit for specialized use cases.

Recommended Actions

Develop a series of 'AI AdTech Comparison' content pieces targeting AdTech selection search intent.

Competitors like PubMatic and Magnite are capturing traffic for comparison queries that Kontext is currently ignoring; capturing this intent is essential for top-of-funnel consideration.

Implement a structured data and SEO strategy focused on 'monetization of conversational interfaces' for ChatGPT integration.

Kontext's current visibility is siloed to specific platforms; diversifying presence into ChatGPT is necessary to reach the wider market of developers and publishers.

Create content specifically addressing the 'Marketing Operations Strategist' persona regarding performance marketing in chat environments.

Data shows the brand has traction with technical and yield personas, but missing this key stakeholder prevents the brand from being included in holistic budget planning.

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

Monetization For GenAI Applications(3 queries)

“what are the best ways to monetize a custom gpt or ai chatbot without annoying users with popups”

0/4 platforms mentioned

Core

ChatGPT

1.Gmail

2.Outlook

3.Notion

4.Google Docs

Claude

1.Awin

2.Sovrn

3.PartnerStack

4.ChatAds

5.CalStudio (Stripe)

+2 more

Gemini

1.Patreon

2.Circle

3.AINIRO

4.PayPal

5.Buy Me a Coffee

+1 more

AI Overviews

1.Gumroad

“recommend some ad networks that work well inside llm-based interfaces for native ads”

1/4 platforms mentioned

Core

The Growth-Focused Technical Lead · Lead Software Engineer

ChatGPT

1.Google Ad Manager

2.Taboola

3.Outbrain

4.Rubicon

5.Magnite

+3 more

Claude

1.Kontext

2.PubMatic

3.Imprezia

4.Koah

5.Amphora

+3 more

Gemini

1.Perplexity AI

2.Google Gemini

3.Amphora

4.Jutera

AI Overviews

1.Thrad

2.Nexad

3.Amphora Ads

4.ChatAds

5.Taboola

+4 more

“how do i start making money from my ai search engine app”

0/4 platforms mentioned

Adjacent

The Growth-Focused Technical Lead · Lead Software Engineer

ChatGPT

1.Google AdSense

2.Adsterra

3.Ezoic

4.Mediavine

5.Amazon Associates

+8 more

Claude

1.Perplexity AI

Gemini

1.Google AdSense

2.Microsoft Advertising

3.AdThrive

4.Mediavine

5.Snowflake

+1 more

AI Overviews

1.Nike (Nike Pegasus)

2.OpenTable

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.

How to Monetize my Custom GPT's - GPT builders - OpenAI Developer Community

community.openai.com

Kontext

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Kontext

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

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.