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.

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GGWP

Visibility47

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

47/100

Moderate

Sentiment Score

91/100

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference GGWP?

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Conversation Analysis

Key Topics

What conversations is GGWP included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend GGWP to, and when?

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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(7 queries)

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

2/4 platforms mentioned

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

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

2/4 platforms mentioned

ChatGPT

1.Google Cloud Text Moderation

2.PaLM 2

3.Azure AI Content Safety

4.OpenAI Moderation API

5.Perspective API

+1 more

Claude

1.GGWP

2.Community Sift

3.Utopia Analytics

4.Lasso Moderation

Gemini

1.Azure AI Content Safety

2.Google Cloud Natural Language API

3.Hive Moderation

4.Spectrm

5.Khoros

+1 more

AI Overviews

1.GGWP

2.ToxMod

3.Modulate

4.Two Hat

5.Community Sift

+4 more

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

2/4 platforms mentioned

ChatGPT

1.Spectrum Labs

2.Guardian

3.Two Hat

4.Community Sift

5.Perspective API

+5 more

Claude

1.GGWP

2.Getgud.io

3.ToxMod

4.Modulate

5.AWS

+3 more

Gemini

1.Hive Moderation

2.Spectrum.ai

3.Two Hat

4.Microsoft Community Standards

5.Mindful

+9 more

AI Overviews

1.Utopia AI Moderator

2.ToxMod

3.Modulate

4.GGWP

5.Community Sift

+2 more

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

2/4 platforms mentioned

ChatGPT

1.Spectrum Labs

2.Two Hat

3.Community Sift

4.Microsoft Content Moderator

5.WebPurify

+4 more

Claude

1.GGWP

2.Riot Games

3.Sony

4.Unity

5.Vivox

+6 more

Gemini

1.Hive Moderation

2.Khoros

3.Lithium Technologies

4.Two Hat

5.Community AI

+5 more

AI Overviews

1.GGWP

2.ToxMod

3.Modulate

4.Utopia Analytics

5.Sendbird

+1 more

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

2/4 platforms mentioned

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

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

3/3 platforms mentioned

Claude

1.ToxMod

2.Modulate

3.GGWP

4.Community Copilot

5.Predecessor

+1 more

Gemini

1.Getgud.io

2.Modulate's ToxMod

3.GGWP

4.Utopia AI Moderator

5.Lasso

+4 more

AI Overviews

1.Modulate

2.ToxMod

3.Activision

4.Riot Games

5.GGWP

+8 more

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

2/4 platforms mentioned

ChatGPT

1.Microsoft Azure Content Safety

2.Azure Content Moderator

3.Spectrum Labs Content Moderation

4.Two Hat

5.Community Sift

+11 more

Claude

1.Modulate ToxMod

2.Modulate

3.GGWP Community Copilot

4.Riot Games

5.Sony Innovation Fund

+13 more

Gemini

1.Modulate

2.ToxMod

3.Nekki

4.Xsolla

5.Community Sift

+2 more

AI Overviews

1.ToxMod

2.Modulate

3.Call of Duty

4.Rec Room

5.GGWP

+13 more

Sentiment Analysis And Player Retention(4 queries)

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

0/4 platforms mentioned

ChatGPT

1.Symbl.ai

2.Affogata

3.Lovelace

4.SentiSum

5.Fenfyre

+18 more

Claude

1.Levellr

2.Brandwatch

3.Gameopedia

4.Resonate

Gemini

1.Brandwatch

2.Talkwalker

3.GameAnalytics

4.Firebase Analytics

5.Unity Analytics

+8 more

AI Overviews

1.Helpshift

2.Affogata

3.AppFollow

4.Zigpoll

5.Gainsight PX

+3 more

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

1/4 platforms mentioned

ChatGPT

1.Kafka

2.AWS Kinesis

3.Apache Flink

4.Spark

5.VADER

+11 more

Claude

1.GGWP Pulse

2.Levellr

3.Gamesight

4.GameAnalytics

5.GGWP

Gemini

1.Brandwatch

2.Sprout Social

3.Talkwalker

4.Survicate

5.Qualtrics

+5 more

AI Overviews

1.Affogata

2.Levellr

3.Brandwatch

4.Sprout Social

5.Gameplainer

+7 more

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

1/4 platforms mentioned

ChatGPT

1.Apache Kafka

2.AWS Kinesis

3.AWS Comprehend

4.Azure Text Analytics

5.Google Cloud Natural Language

+23 more

Claude

1.Spark

2.Hugging Face

3.Kafka

4.Azure Text Analytics

5.AWS Comprehend

+6 more

Gemini

1.SurveyMonkey

2.Typeform

3.Brandwatch

4.Sprout Social

5.Google Cloud Natural Language API

+9 more

AI Overviews

1.Zigpoll

2.TapResearch

3.Affogata

4.GGWP Pulse

5.AppFollow

+4 more

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

0/4 platforms mentioned

ChatGPT

1.Unity

2.Kinesis

3.Pub/Sub

4.Kafka

5.Google Cloud Natural Language API

+20 more

Claude

1.SEGA Europe

2.GameAnalytics

3.Mixpanel

4.Unity Analytics

5.Affogata

+6 more

Gemini

1.GameAnalytics

2.Unity Analytics

3.Survicate

4.MonkeyLearn

5.Brandwatch

+4 more

AI Overviews

1.AppFollow

2.Stash.gg

3.Brandwatch

4.Meltwater

5.Levellr

+5 more

Evaluating Moderation And Trust Solutions(2 queries)

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

2/4 platforms mentioned

ChatGPT

1.Modulate

2.Two Hat

3.Microsoft Azure AI Content Safety

4.Community Sift

5.GGWP

+6 more

Claude

1.Modulate

2.Two Hat

3.GGWP

4.Utopia Analytics

5.Lasso

+9 more

Gemini

1.Modulate

2.Two Hat

3.Lasso

4.Foiwe

5.ContentAnalyzer.ai

+11 more

AI Overviews

1.Modulate

2.Two Hat

3.ActiveFence

4.Hive AI

5.WebPurify

+12 more

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

3/4 platforms mentioned

ChatGPT

1.Modulate

2.Two Hat

3.BrandBastion

4.Besedo

5.Lasso

+9 more

Claude

1.Modulate

2.Two Hat

3.GGWP

4.Besedo

5.Keywords Studios

+4 more

Gemini

1.Modulate

2.Two Hat

3.GGWP

4.Community Copilot

5.Lasso

+11 more

AI Overviews

1.Modulate

2.Two Hat

3.Seedtable

4.GGWP

5.Utopia AI Moderator

+13 more

Integration And Technical Implementation(2 queries)

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

0/4 platforms mentioned

ChatGPT

1.Perspective API

2.OpenAI Moderation API

3.GPT-4

4.AWS Rekognition

5.Sightengine

+1 more

Claude

1.Perspective API

2.Azure Content Moderator

3.Two Hat Security

4.Crisp Moderation

5.OpenAI's Moderation API

Gemini

1.Hive Moderation

2.Lasso

3.Imagga

4.PubNub

5.Utopia Analytics

+2 more

AI Overviews

1.Gravitee

2.OpenAI Moderation

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

1/4 platforms mentioned

ChatGPT

1.Perspective API

2.OpenAI Moderation

3.AWS Rekognition

4.Azure Content Moderator

5.Azure Cognitive Services

+4 more

Claude

1.Paxmod

2.GGWP

3.Lasso

4.WebPurify

Gemini

1.Modl.ai

2.Plays.tv

3.Nytro.ai

4.Ban Hammer

5.Chat Guardian

+1 more

AI Overviews

1.OpenAI Moderation API

2.Unity

3.Unreal

Brand Perception

What AI Really Thinks

We asked each AI platform directly about GGWP to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

2Positive

2Neutral

0Negative

across 4 responses

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

ChatGPT

Positive

“…GGWP (formerly GGWP.ID) — AI-powered moderation and community-safety platform…”

Claude

Neutral

“…I don't have specific information about a company or organization called "GGWP" in my knowledge base.…”

Gemini

Neutral

“…There is also a company named GGWP, founded in 2020, that offers AI-driven moderation services for gaming communities.…”

AI Overviews

Positive

“…GGWP (an acronym for "Good Game, Well Played") is a California-based AI-powered game moderation platform…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

How well GGWP's website is optimized for AI agent discovery and comprehension.

81/100

13 passed 4 warnings 3 issues

Audited 3/9/2026

Crawlability96

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO64

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

6 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Title is too short (22 characters)

Expand the title to 50-60 characters with descriptive keywords.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

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.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of GGWP

Modulate24 mentions

GGWP23 mentions

Two Hat17 mentions

ToxMod17 mentions

Lasso14 mentions

Utopia Analytics13 mentions

Community Sift12 mentions

Unity9 mentions

Hive Moderation9 mentions

Brandwatch8 mentions

Utopia AI Moderator8 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

arstechnica.com

https://arstechnica.com/gaming/2023/11/xbox-moderation-team-turns-to-ai-for-help-filtering-a-flood-of-user-content/

Referenced in 1 query

Pitch Story

platform.openai.com

https://platform.openai.com/docs/guides/moderation/over

Referenced in 3 queries

Review

perspectiveapi.com

https://perspectiveapi.com/

Referenced in 1 query

Review

learn.microsoft.com

https://learn.microsoft.com/en-us/azure/cognitive-services/content-moderator/overview

Referenced in 3 queries

Review

microsoft.com

https://www.microsoft.com/en-us/digitalsafety/moderation-and-enforcement/content-review

Referenced in 1 query

Review

docs.aws.amazon.com

https://docs.aws.amazon.com/rekognition/latest/dg/moderation.html

Referenced in 1 query

Partner

docs.aws.amazon.com

https://docs.aws.amazon.com/comprehend/latest/dg/pii.html

Referenced in 1 query

Partner

oncely.com

https://oncely.com/products/paxmod-discount

Referenced in 1 query

Review

moderationapi.com

https://moderationapi.com/pricing

Referenced in 1 query

Review

arxiv.org

https://arxiv.org/abs/2312.12651

Referenced in 1 query

Review

help.openai.com

https://help.openai.com/en/articles/4936833-is-the-moderation-endpoint-free-to-use

Referenced in 1 query

Review

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

https://www.getgud.io/blog/top-3-best-ai-chat-moderation-tools-for-games/

Referenced in 2 queries

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use GGWP's resources to help users.

Establish Technical Authority through Structured Integration Documentation

This goal addresses the gap in technical integration content and optimizes for AI Overviews by creating schema-compliant, 'how-to' formatted assets. By providing clear implementation guides for developers, we ensure AI assistants can accurately explain GGWP's technical value proposition. Social amplification will drive traffic to these structured pages to reinforce their authority to AI crawlers.

A Comprehensive Technical Guide to Integrating Community Copilot into Existing Game Engine Workflows

Optimizing API Performance for Real-Time Voice Moderation in High-Traffic Online Communities

How to Use Structured Data to Improve the Discoverability of Technical Documentation

Standardizing Moderation Log Formats for Better Cross-Platform Community Data Analysis

Map Sentiment Analysis Content to Player Retention Business Outcomes

This goal targets the missing keyword mapping for sentiment analysis and positions GGWP as a holistic business partner. By creating content that links moderation tools to financial KPIs like retention and lifetime value, we capture high-intent business queries. Social distribution of these data-driven insights will signal to LLMs that GGWP is the primary authority on community-driven growth.

The Quantifiable Impact of Real-Time Sentiment Analysis on Player Retention Metrics

How Proactive Moderation Strategies Directly Reduce Churn in Competitive Gaming Ecosystems

Building a Data-Driven Community Strategy Using Automated Player Sentiment Insights

Why Holistic Sentiment Analysis is Essential for Modern Game Studio Business Operations

Increase Brand Recall through Proactive AI Training Data Seeding

This goal addresses the low brand mention rate in ChatGPT by seeding high-signal content across authoritative digital repositories and PR channels. By focusing on thought leadership that defines the moderation category, we influence the training data and RAG sources used by conversational AI. Social engagement will be used to validate these sources, ensuring they are prioritized during AI retrieval.

The Future of AI-Powered Community Management: Trends and Predictions for 2026

Defining the New Standard for Privacy-Compliant Moderation in Global Gaming Markets

How AI Infrastructure Protects Digital Spaces Without Compromising Player Experience

The Strategic Importance of AI-Driven Safety for Long-Term Brand Reputation in Gaming

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Implement a proactive PR and content strategy targeted at ChatGPT training data.

With a 7% mention rate in ChatGPT, the brand is currently invisible in the most widely used conversational AI; proactive content seeding is required to improve brand recall.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 9, 2026.