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.

Pricing

Get a demo

Alma

Visibility0

Vibe63

Businesses/Education Technology/Alma

AI Visibility & Sentiment

Alma

Alma is a Student Information System (SIS) designed to transform education through streamlined operations and improved student outcomes. The platform provides timely, accurate data handling solutions for states, districts, schools, and networks, supporting educators at every level from leadership to classroom teachers.

Active Monitoring

getalma.com

Education Technology

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

Score by Reach

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 Alma today.

Alma could not be analyzed — no AI platform responses were received. This may indicate a temporary issue; try running the scan again.

Value Proposition

Alma transforms education by delivering timely, accurate data to the right people, at the right time, in the right place, and in just the right way—unlocking student potential while modernizing technology and streamlining staff workflows.

Overview

Mission

Transforming education through streamlined operations and improved student outcomes.

Products & Services

Student Information System (SIS)Data management and reporting toolsCustomizable dashboards for educatorsGrading and report card systemsState reporting and compliance tools

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Alma

7 mentions

AlmaLinux

3 mentions

Alma Lasers

3 mentions

Ex Libris Alma

2 mentions

RHEL

2 mentions

CentOS

2 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Recommended Actions

Re-run the visibility scan

No platform data was collected in this scan, likely due to a temporary API issue.

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

Modernizing District Infrastructure(2 queries)

“our district's student information system is super old, what are some modern SIS options that actually help with student outcomes”

0/4 platforms mentioned

Core

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

“help me plan a tech stack for a new charter school network, what do we need for data and grading”

0/4 platforms mentioned

Adjacent

The Visionary District Superintendent · Superintendent

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

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.

Alma for Therapists: Is It Worth It In 2025? - Choosing Therapy

choosingtherapy.com

Alma

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Education Technology

Start getting recommended by AI

Frequently asked questions