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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Infactory

Visibility0

Vibe100

Businesses/Artificial Intelligence/Infactory

AI Visibility & Sentiment

Infactory

Infactory is a multimodal data company that transforms vast content archives into AI-ready assets. By integrating with existing archives, they use AI to automatically enrich content with searchable metadata, enabling enterprises to unlock new revenue streams and operational efficiencies.

Active Monitoring

infactory.ai

Artificial Intelligence

AI Visibility Score

0/100

Invisible

Sentiment Score

100/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Infactory today.

Infactory currently maintains a near-total invisibility across the AI landscape, failing to capture any mindshare among decision-makers in the high-value sports media and automated production sectors. While the brand is successfully recognized by LLMs when queried directly, it is completely absent from the critical automated discovery paths where competitors like WSC Sports and Veritone dominate the conversation.

Working in your favor

Brand identity recall is healthy, with consistent recognition across all major AI platforms (ChatGPT, Claude, Gemini, AIOverviews) when the Infactory name is explicitly queried.

Gaps to close

Zero presence in high-intent buyer journeys related to automated content production and sports archive monetization.

Failure to intercept key personas, including Enterprise Digital Asset Strategists and Technical Innovation Architects, who are currently defaulting to competitors like Iconik and Magnifi.

Complete lack of topical authority in niche AI video infrastructure categories such as rights-aware filtering and automated metadata tagging.

Opportunities

Aggressively insert Infactory into the 'automated highlight generation' and 'sports footage search' narrative where volume is high but the brand is currently nonexistent.

Align technical documentation and thought leadership with the specific pain points of Rights Licensing Managers to capture the workflow automation segment.

Bridge the gap between brand identity and utility by creating content that answers technical architectural questions regarding enterprise media infrastructure.

Highest-Impact Actions

Launch an authoritative technical content series focused on automated highlight generation and metadata tagging workflows.

Directly addresses the queries where competitors are capturing market interest and where Infactory is currently failing to appear.

Optimize digital assets for 'rights-aware' and 'archive monetization' search intent.

These are high-value business use cases where decision-makers are actively seeking solutions that Infactory is not currently positioning itself to solve.

Develop targeted case studies addressing the needs of the Technical Innovation Architect persona.

Provides the granular technical validation required to move Infactory from a known name to a selected enterprise solution.

Value Proposition

Infactory turns 'unfindable' archive content into structured, AI-ready data, allowing organizations to automate tagging, generate highlights, and manage rights-aware licensing at scale.

Overview

Mission

To connect fans and partners with the best of sport and content by making archives faster, smarter, and more monetizable than ever.

Products & Services

AI-powered content auto-taggingAutomated highlight generationRights-aware content filteringAPI-driven archive search and retrieval

Current State

Visibility Landscape

A high-level view of how Infactory 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 Infactory? What do they do and what's their reputation?”	#1	#1	#1	#1
Core2q Product/service category queries	0	0	0	0
“what is the best way to automate highlight generation for sports clips, are there specific AI tools that handle rights and metadata?”	No	No	No	No
“best enterprise platforms for automated video metadata tagging and archive retrieval, looking for alternatives to AWS Elemental and Veritone”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can we make our sports footage library searchable for internal production teams, what tools or platforms should we look into?”	No	No	No	No
“how do we implement rights-aware filtering for video distribution at scale, what are the standard industry solutions?”	No	No	No	No
“strategies for monetizing historical video archives, what kind of tech stack do we need to auto-tag everything?”	No	No	No	No

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

“what is the best way to automate highlight generation for sports clips, are there specific AI tools that handle rights and metadata?”

“best enterprise platforms for automated video metadata tagging and archive retrieval, looking for alternatives to AWS Elemental and Veritone”

“how can we make our sports footage library searchable for internal production teams, what tools or platforms should we look into?”

“how do we implement rights-aware filtering for video distribution at scale, what are the standard industry solutions?”

“strategies for monetizing historical video archives, what kind of tech stack do we need to auto-tag everything?”

Competitive Landscape

WSC Sports

18 mentions

Veritone

18 mentions

Iconik

14 mentions

Magnifi

11 mentions

Moments Lab

9 mentions

Dalet Flex

9 mentions

Bynder

8 mentions

Canto

8 mentions

ScorePlay

8 mentions

Cognitive Mill

8 mentions

Infactory

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand identity recall is healthy, with consistent recognition across all major AI platforms (ChatGPT, Claude, Gemini, AIOverviews) when the Infactory name is explicitly queried.

Gap

Zero presence in high-intent buyer journeys related to automated content production and sports archive monetization.

Gap

Failure to intercept key personas, including Enterprise Digital Asset Strategists and Technical Innovation Architects, who are currently defaulting to competitors like Iconik and Magnifi.

Recommended Actions

Launch an authoritative technical content series focused on automated highlight generation and metadata tagging workflows.

Directly addresses the queries where competitors are capturing market interest and where Infactory is currently failing to appear.

Optimize digital assets for 'rights-aware' and 'archive monetization' search intent.

These are high-value business use cases where decision-makers are actively seeking solutions that Infactory is not currently positioning itself to solve.

Develop targeted case studies addressing the needs of the Technical Innovation Architect persona.

Provides the granular technical validation required to move Infactory from a known name to a selected enterprise solution.

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

Maximizing Archive Monetization And Accessibility(2 queries)

“how can we make our sports footage library searchable for internal production teams, what tools or platforms should we look into?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Frame.io

2.Premiere

3.Resolve

4.Bynder

5.CatDV Pro

+11 more

Claude

1.Moments Lab

2.Spectatr.ai

3.Axis

4.Capture Ltd

5.ScorePlay

+4 more

Gemini

1.ScorePlay

2.Base Media Cloud

3.Spectatr.AI

4.Greenfly

5.EditShare

+7 more

AI Overviews

1.Canto

2.ScorePlay

3.Greenfly

4.Catapult Vault

5.Spiideo Data Explorer

+11 more

“strategies for monetizing historical video archives, what kind of tech stack do we need to auto-tag everything?”

0/4 platforms mentioned

Adjacent

The Enterprise Digital Asset Strategist · Head of Digital Asset Management

ChatGPT

1.Pond5

2.Storyblocks

3.Zype

4.Azure Video Indexer

5.Mixpeek

+15 more

Claude

1.ESPN+

2.DAZN

3.Dalet Flex

4.Iconik

5.GrayMeta

+2 more

Gemini

1.Getty Images

2.Shutterstock

3.Pond5

4.CatDV

5.EditShare

+11 more

AI Overviews

1.ProductionHUB.com

2.Moments Lab

3.Google Video Intelligence API

4.Alrite

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.

9101079 Enhanced Search With Media Intelligence

help.frame.io

Infactory

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Infactory

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.