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.

Businesses/Technology / Communication Services/Alphabet Inc.

AI Visibility & Sentiment

Alphabet Inc.

Alphabet Inc. is a multinational technology conglomerate that serves as the parent entity for Google and various experimental ventures. The company dominates the digital economy through search, advertising, cloud computing, and consumer electronics while investing in innovative future technologies.

Active Monitoring

abc.xyz

Technology / Communication Services

Partial scan

AI Visibility Score

70/100

Good

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 Alphabet Inc. today.

Alphabet Inc. faces a significant paradox where its corporate identity is recognized in singular, broad AI Overviews, yet it remains conspicuously absent across the specific, high-intent decision-making journeys of cloud architects and digital marketers. While the brand maintains a foundational presence in general inquiries, it is failing to capture the narrative in critical competitive comparisons where AWS and Microsoft currently dominate the AI conversation.

Working in your favor

Secured 100% mention rate in high-level AI Overview brand sentiment queries

Core category relevance establishes a baseline for brand recognition in enterprise technology

Gaps to close

Total absence in technical evaluation queries for cloud infrastructure, leaving space for AWS and Azure

Failure to intercept digital marketing managers looking for advertising and productivity solutions

Zero presence in persona-led queries, indicating that AI models do not yet associate Alphabet products with professional technical workflows

Opportunities

Dominating the narrative in 'Google Workspace vs. Microsoft 365' comparisons to drive enterprise adoption

Optimizing content for 'Technical Cloud Architect' intent to position Google Cloud as the preferred partner for startups

Injecting brand narrative into smart home and device integration queries where the current ecosystem approach is being ignored by search engines

Highest-Impact Actions

Develop and syndicate authoritative, comparative content assets focused on Google Workspace and Google Cloud vs. key competitors.

Competitors like AWS and Microsoft are currently capturing the recommendation engine in high-intent comparison queries where Alphabet is completely invisible.

Update technical documentation and product messaging to align specifically with the language used by cloud architects and remote team managers.

The current disconnect with persona-led queries suggests a failure to match the semantic expectations of professional buyers in AI search environments.

Initiate a content strategy focused on 'Technology Ecosystem and Device Integration' to regain ground in smart home and consumer tech queries.

Alphabet is losing mindshare in queries regarding smart hubs and reliable technology brands, allowing niche competitors to capture the 'best of' recommendations.

Value Proposition

Alphabet offers an unparalleled data ecosystem and platform dominance, providing a full-stack environment that enables hyper-targeted advertising, seamless product integration, and industry-leading generative AI capabilities.

Overview

Mission

To organize the world’s information and make it universally accessible and useful.

Products & Services

Google Search & AdsGoogle Cloud Platform (GCP)YouTubeGoogle WorkspaceHardware (Pixel & Nest)

Current State

Visibility Landscape

A high-level view of how Alphabet Inc. 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	—	—	—	—
Core6q Product/service category queries	—	—	—	70
Growth Areas2q Adjacent, aspirational & visionary	—	—	—	—

Competitive Landscape

Amazon Web Services (AWS)1 mention

Microsoft Azure1 mention

DigitalOcean (Paperspace)1 mention

NVIDIA1 mention

CoreWeave1 mention

Runpod1 mention

Alphabet Inc.0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured 100% mention rate in high-level AI Overview brand sentiment queries

Strength

Core category relevance establishes a baseline for brand recognition in enterprise technology

Gap

Total absence in technical evaluation queries for cloud infrastructure, leaving space for AWS and Azure

Recommended Actions

Develop and syndicate authoritative, comparative content assets focused on Google Workspace and Google Cloud vs. key competitors.

Competitors like AWS and Microsoft are currently capturing the recommendation engine in high-intent comparison queries where Alphabet is completely invisible.

Update technical documentation and product messaging to align specifically with the language used by cloud architects and remote team managers.

The current disconnect with persona-led queries suggests a failure to match the semantic expectations of professional buyers in AI search environments.

Initiate a content strategy focused on 'Technology Ecosystem and Device Integration' to regain ground in smart home and consumer tech queries.

Alphabet is losing mindshare in queries regarding smart hubs and reliable technology brands, allowing niche competitors to capture the 'best of' recommendations.

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

Cloud Infrastructure And Business Productivity Tool Selection(3 queries)

“what cloud platforms are best for a startup that needs to scale fast and use machine learning”

1/1 platforms mentioned

Core

AI Overviews

1.Amazon Web Services (AWS)

2.Microsoft Azure

3.DigitalOcean (Paperspace)

4.NVIDIA

5.CoreWeave

+1 more

“compare google workspace vs microsoft 365 for a small team that needs to collaborate in real time”

0/0 platforms mentioned

Core

The Technical Cloud Architect · Cloud Architect

“what are the best tools to manage a remote team and keep our documents in the cloud”

0/0 platforms mentioned

Adjacent

The Technical Cloud Architect · Cloud Architect

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.

Top 12 Cloud GPU Providers for AI and Machine Learning in ...

runpod.io

Web1 ref

Comparing AWS, Azure, and GCP for Startups in 2026

digitalocean.com

Web1 ref

AWS vs Azure vs GCP: Best for Startups - Code Story

codestory.co

Web1 ref

Top 5 Cloud Platforms to Build Scalable AI Models

xbytesolutions.com

Web1 ref

Azure vs AWS vs Google Cloud (2026)

jettbt.com

Web1 ref

Google Cloud vs AWS vs Azure: Career Scope in 2026

bigdatatrunk.com

Web1 ref

Best Cloud Services for Startups: Top Picks & Guide 2026

cortavo.com

Web1 ref

Top 12 Machine Learning Platforms for AI Teams in 2026

thirstysprout.com

Web1 ref

Best Cloud for AI Development 2025 - Aliz

aliz.ai

Web1 ref

The 20 Coolest Cloud Infrastructure Companies Of The 2026 ...

crn.com

Web1 ref

Best Cloud Platforms for Machine Learning (AWS, GCP, Azure)

bminfotrade.com

Web1 ref

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 16, 2026.

Alphabet Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start getting
recommended by AI.

Frequently asked questions

Alphabet Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.