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

Atom Finance

Visibility24

Vibe98

Businesses/Financial Technology/Atom Finance

AI Visibility & Sentiment

Atom Finance

Atom Finance appears to be a financial technology company, likely offering investment research tools, portfolio tracking, or financial data services. The website is currently unavailable, limiting detailed analysis of their specific offerings.

Active Monitoring

atom.finance

Financial Technology

AI Visibility Score

24/100

Low

Sentiment Score

98/100

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 Atom Finance today.

Atom Finance is currently a specialized niche favorite within the Claude ecosystem, yet it remains critically invisible across Google AI Overviews and mainstream ChatGPT queries. While the platform commands a respectable 43% mention rate on Claude, it is losing the broader 'Data-Driven Power User' market to incumbents like Koyfin and Bloomberg who dominate the share of voice in high-intent research categories.

Value Proposition

Providing accessible, technology-driven financial tools and investment insights for modern investors

Overview

Products & Services

Investment research platformPortfolio tracking toolsFinancial data analyticsMarket insights

Current State

Visibility Landscape

A high-level view of how Atom Finance 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	12	47	25	0
Core Topics Product/service category queries	0	43	10	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

Koyfin

61 mentions

TradingView

55 mentions

Bloomberg Terminal

55 mentions

Seeking Alpha

49 mentions

FactSet

45 mentions

Bloomberg

35 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-authority positioning within Claude, achieving a 43% mention rate and a strong average position of 4.8.

Strength

Resonates effectively with the Visual-First Retail Trader persona, securing a top-tier average position of 3.7.

Strength

Demonstrated technical authority in specialized deep-dive queries, such as institutional ownership research.

Recommended Actions

Execute a technical SEO and structured data overhaul to trigger Google AI Overviews visibility.

With 0% visibility in AI Overviews, Atom is missing the most critical high-intent traffic funnel in the current search ecosystem.

Develop and index high-density data sheets and documentation focused on 'Holistic Portfolio Tracking'.

Atom was 'NOT MENTIONED' in nearly all holistic tracking queries, a massive missed opportunity for a brand built on unified brokerage views.

Optimize content for the 'Data-Driven Power User' persona by emphasizing institutional ownership and advanced risk metrics.

An average position of 9.7 for power users indicates that AI models do not yet associate Atom with professional-grade depth compared to Koyfin (6.0).

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

Deep Investment Research & Analysis(2 queries)

“I need to do a deep dive on some tech stocks, what are the best research platforms that give professional-grade data without a Bloomberg price tag?”

0/4 platforms mentioned

Core

ChatGPT

1.Bloomberg

2.AlphaSense

3.Sentieo

4.Finbox

5.S&P Capital IQ Pro

+23 more

Claude

1.FactSet

2.Bloomberg

3.Refinitiv Eikon

4.Thomson Reuters

5.S&P Capital IQ

+6 more

Gemini

1.Bloomberg Terminal

2.FactSet

3.Refinitiv Eikon

4.Thomson Reuters Eikon

5.S&P Capital IQ

+9 more

AI Overviews

1.Bloomberg Terminal

2.Koyfin

3.Stratosphere.io

4.Finchat

5.Stock Rover

+4 more

“help me find a tool that lets me look at institutional ownership and detailed financial statements for public companies in one place”

1/4 platforms mentioned

Core

The Visual-First Retail Trader · Individual Retail Investor

ChatGPT

1.TIKR

2.Simply Wall St

3.Koyfin

4.Yahoo Finance

5.WhaleWisdom

+7 more

Claude

1.Atom Finance

2.Robinhood

3.Finviz

4.Seeking Alpha

5.Bloomberg

Gemini

1.Seeking Alpha

2.Finviz

3.Koyfin

4.Yahoo Finance

AI Overviews

1.FactSet

2.LSEG Workspace

3.Refinitiv Eikon

4.Bloomberg

5.Reuters

+7 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.

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Atom Finance

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology

Start getting recommended by AI

Frequently asked questions