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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GGWP

Visibility53

Vibe91

Businesses/Software/GGWP

AI Visibility & Sentiment

GGWP

GGWP provides an AI-powered community moderation and management platform designed to protect online communities. Their 'Community Copilot' offers proactive text and voice moderation, sentiment analysis, and reputation tracking to help game developers and community managers foster safer, more engaging environments.

Active Monitoring

ggwp.com

Software

AI Visibility Score

53/100

Moderate

Sentiment Score

91/100

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 GGWP today.

GGWP commands dominant mindshare within Claude’s ecosystem, consistently securing top-tier rankings for core moderation use cases. While the brand holds significant authority in specialized technical and community management conversations, its inconsistent visibility across Google’s AI Overviews and ChatGPT suggests an urgent need to diversify its presence beyond Claude-exclusive audiences.

Working in your favor

Securing the #1 position consistently on Claude for 'automating game community moderation' queries.

Maintaining strong brand recognition and identity clarity across all major AI platforms when explicitly queried.

Effective penetration with the Community Operations Manager persona, averaging a top-3 ranking.

Gaps to close

Negligible presence within the ChatGPT ecosystem, failing to capture users at the initial research phase.

Inconsistent ranking performance in AI Overviews, where competitors like Modulate and Two Hat often gain traction.

Underperformance in 'integration and technical implementation' topics, leaving key technical decision-makers without clear guidance.

Opportunities

Capitalize on the existing high sentiment score to pivot toward thought leadership content on sentiment analysis and player retention.

Optimize technical documentation and whitepapers specifically for search patterns associated with integration hurdles to improve AI retrieval.

Expand outreach to the Enterprise Decision Maker persona by bridging the gap between moderation efficiency and ROI-focused data.

Highest-Impact Actions

Develop and syndicate 'Implementation Guide' content specifically for technical personas.

Data shows a clear gap in technical integration topics; bridging this will capture high-intent users currently missing from the funnel.

Optimize web assets to align with AI Overviews' preference for structured data and 'how-to' formats.

AI Overviews are a primary acquisition channel, and current mixed sentiment indicates a need for more direct, authoritative content blocks.

Increase focus on 'Sentiment Analysis and Player Retention' keyword mapping.

The brand is currently missing mentions in several key sentiment analysis queries, representing a massive missed opportunity to position GGWP as a holistic business partner.

Value Proposition

GGWP enables studios to automate community moderation and gain actionable sentiment insights, reducing toxicity and improving player retention through a single, privacy-compliant integration.

Overview

Mission

To help developers build and maintain welcoming, safe, and thriving gaming communities through powerful, scalable moderation tools.

Products & Services

Proactive Text & Voice ModerationSentiment Analysis & InsightsAutoMod Policy Enforcement360-degree User Reputation SystemRESTful API Integration

Current State

Visibility Landscape

A high-level view of how GGWP 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 GGWP? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	33	93	56	73
“how do i handle chat moderation for a game with 50k+ daily players, what tools actually scale”	No	#1	No	#1
“what are the top players in the gaming moderation software space besides Modulate and Two Hat”	#5	#3	#3	#4
“how hard is it to integrate automated moderation into a custom game engine via API”	No	#2	No	No
“what are the best proactive voice and text moderation tools for gaming”	No	#3	#3	#5
Growth Areas1q Adjacent, aspirational & visionary	0	97	0	88
“how can i track player sentiment in real-time to figure out why retention is dropping”	No	#1	No	#4

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

“how do i handle chat moderation for a game with 50k+ daily players, what tools actually scale”

“what are the top players in the gaming moderation software space besides Modulate and Two Hat”

“how hard is it to integrate automated moderation into a custom game engine via API”

“what are the best proactive voice and text moderation tools for gaming”

“how can i track player sentiment in real-time to figure out why retention is dropping”

Competitive Landscape

Modulate

24 mentions

GGWP

23 mentions

Two Hat

17 mentions

ToxMod

17 mentions

Lasso

14 mentions

Utopia Analytics

13 mentions

Community Sift

12 mentions

Unity

9 mentions

Hive Moderation

9 mentions

Brandwatch

8 mentions

Utopia AI Moderator

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Securing the #1 position consistently on Claude for 'automating game community moderation' queries.

Strength

Maintaining strong brand recognition and identity clarity across all major AI platforms when explicitly queried.

Strength

Effective penetration with the Community Operations Manager persona, averaging a top-3 ranking.

Recommended Actions

Develop and syndicate 'Implementation Guide' content specifically for technical personas.

Data shows a clear gap in technical integration topics; bridging this will capture high-intent users currently missing from the funnel.

Optimize web assets to align with AI Overviews' preference for structured data and 'how-to' formats.

AI Overviews are a primary acquisition channel, and current mixed sentiment indicates a need for more direct, authoritative content blocks.

Increase focus on 'Sentiment Analysis and Player Retention' keyword mapping.

The brand is currently missing mentions in several key sentiment analysis queries, representing a massive missed opportunity to position GGWP as a holistic business partner.

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

Automating Game Community Moderation(2 queries)

“how do i handle chat moderation for a game with 50k+ daily players, what tools actually scale”

2/4 platforms mentioned

Core

ChatGPT

1.Xbox

2.Community Sift

3.OpenAI Moderation API

4.Microsoft Content Moderator

5.Amazon Rekognition

+6 more

Claude

1.GGWP

2.Riot Games

3.Sony Innovation Fund

4.Unity

5.Vivox

+10 more

Gemini

1.Hive Moderation

2.OpenAI Moderation API

3.Khoros

4.Spectrum.chat

5.Zendesk

+3 more

AI Overviews

1.Sendbird

2.GGWP

3.Utopia Analytics

4.Spectrum Labs

5.Riot Games

+8 more

“what are the best proactive voice and text moderation tools for gaming”

2/4 platforms mentioned

Core

The Technical Lead Developer · Lead Systems Architect

ChatGPT

1.Azure AI Content Safety

2.Content Moderator

3.PlayFab

4.Two Hat Community Sift

5.PubNub

+7 more

Claude

1.Modulate

2.ToxMod

3.Riot Games

4.Sony Innovation Fund

5.Unity

7.GGWP

+9 more

Gemini

1.Modl.ai

2.Spectrum

3.Convai

4.OneSignal

5.Amazon Comprehend

+1 more

AI Overviews

1.ToxMod

2.Modulate

3.Call of Duty

4.Rec Room

5.GGWP

+8 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.

Xbox Moderation Team Turns To Ai For Help Filtering A Flood Of User Content

arstechnica.com

Web1 ref

Over

platform.openai.com

Web1 ref

perspectiveapi.com

Web1 ref

Overview

learn.microsoft.com

Web1 ref

Content Review

microsoft.com

Web1 ref

Moderation

docs.aws.amazon.com

Web1 ref

Pii

docs.aws.amazon.com

Web1 ref

Paxmod Discount

oncely.com

Web1 ref

Pricing

moderationapi.com

Web1 ref

2312.12651

arxiv.org

Web1 ref

4936833 Is The Moderation Endpoint Free To Use

help.openai.com

Web1 ref

Top 3 Best AI Chat Moderation Tools for Games - Getgud.io

getgud.io

Web1 ref

Bloxd: Scaling Game Chat Moderation with AI | Case Study | Lasso

lassomoderation.com

Web1 ref

AI-Powered Moderation for Games, Media & Online Communities | GGWP

ggwp.com

Web1 ref

Chat Gaming 2025: The Ultimate Guide to In-Game Communication and Multiplayer Chat - VideoSDK

videosdk.live

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives GGWP's communication style and personality

The brand voice is authoritative, professional, and highly technical, reflecting its role as a critical infrastructure partner for gaming studios. It communicates with a sense of reliability and innovation, focusing on data-driven outcomes and the tangible benefits of safer digital spaces.

Core Tone Traits

Authoritative & Expert

Positions the brand as the definitive authority on community safety.

Data-Driven

Focuses on metrics, sentiment scores, and measurable ROI.

Professional & Reliable

Conveys trust and security, essential for B2B enterprise software.

Solution-Oriented

Directly addresses pain points with clear, actionable technology.

Visual Identity

Primary

#0A192F

Secondary

#FFFFFF

Accent

#0066FF

Background

#FFFFFF

Foreground

#111111

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 March 9, 2026.