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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Warmy

Visibility23

Vibe100

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Businesses/Marketing Technology/Warmy

AI Visibility & Sentiment

Warmy

Warmy is an all-in-one, AI-powered email deliverability platform that helps businesses and agencies optimize their sender reputation. By automating the warm-up process and providing real-time monitoring of inbox placement, DNS configuration, and domain health, Warmy ensures that outreach campaigns avoid spam filters and reach the primary inbox.

Active Monitoring

warmy.io

Marketing Technology

Partial scan

AI Visibility Score

23/100

Low

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Warmy today.

AI agents consistently recognize Warmy as a premier authority on email deliverability and reputation management, yet this trust has not yet translated into discovery-driven recommendations for cold email success. By bridging the gap between its current status as a defined brand and its potential as an industry solution, Warmy can transition from being an AI-recognized entity to being the top-of-mind tool for users navigating spam-filter challenges.

Working in your favor

High brand recall and trust with Gemini when queries are focused on brand identity

Strong relevance and visibility for Lead Gen Agency owners who prioritize reputation management

Consistent recognition of the 'AI-driven' core value proposition in existing brand definitions

Gaps to close

Lack of presence in high-intent 'how-to' queries regarding cold email deliverability and spam prevention

Underperformance in competitive discovery scenarios where users look for general outreach solutions

Underserved SaaS founder persona who is likely exploring broader email strategy rather than just specific deliverability features

Opportunities

Shift content focus from purely product-centric definitions to solution-oriented answers for email health

Capitalize on the existing positive reputation with AI agents by embedding Warmy more deeply into long-form deliverability education

Target the intent gap in 'cold email spam prevention' by providing actionable, AI-digestible content that solves the 2026-specific deliverability challenges

Highest-Impact Actions

Publish an authoritative '2026 Cold Email Deliverability Handbook'

The data shows a complete lack of visibility for spam-prevention queries; a definitive, updated guide will give AI models the high-quality, current data needed to start citing Warmy as the answer.

Develop a 'Sender Reputation Audit' content series

Since Gemini shows users look for reputation checks but miss Warmy in search results, creating modular content that breaks down how to perform a reputation audit will position Warmy as the primary utility for technical deliverability.

Create a 'Founder’s Playbook: Scaling Outreach Without the Spam Folder'

SaaS startup founders are currently an underserved persona; addressing their specific pain points about scalability versus reputation will bridge the gap between technical deliverability and business growth.

Value Proposition

Warmy eliminates the stress and technical complexity of email deliverability through sophisticated AI algorithms, offering a 25-second setup that boosts open rates, reduces bounce rates, and guarantees reliable inbox placement.

Overview

Mission

To revolutionize email deliverability and make the email channel a reliable tool for every business through automation and AI.

Products & Services

Automated Email Warm-upEmail Deliverability CheckerTemplate Health & Spam TestDNS Record Monitoring (SPF, DKIM, DMARC)Free Deliverability ToolsAI-driven email warm-upEmail Seed ListDeliverability Insights DashboardGoogle Postmaster IntegrationEmail VerificationAgency Management ConsoleAPI Integration

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	—	—	100	—
“What do you know about Warmy? What do they do and what's their reputation?”	—	—	Positive	—
Core2q Product/service category queries	—	—	23	—
“how can i stop my cold emails from going to spam in 2026”	—	—	No	—
“how to check if my email domain reputation is bad and what tools fix it”	—	—	#9	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

—

Positive

—

“how can i stop my cold emails from going to spam in 2026”

—

“how to check if my email domain reputation is bad and what tools fix it”

—

Brand Ecosystem

NeverBounce

6 mentions

Instantly.ai

5 mentions

ZeroBounce

zerobounce.net

5 mentions

Smartlead.ai

3 mentions

GlockApps

3 mentions

Postmark

3 mentions

MillionVerifier

2 mentions

Red Sift

redsift.com

2 mentions

MXToolbox

2 mentions

Spamhaus

2 mentions

Warmy

2 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recall and trust with Gemini when queries are focused on brand identity

Strength

Strong relevance and visibility for Lead Gen Agency owners who prioritize reputation management

Strength

Consistent recognition of the 'AI-driven' core value proposition in existing brand definitions

Recommended Actions

Publish an authoritative '2026 Cold Email Deliverability Handbook'

The data shows a complete lack of visibility for spam-prevention queries; a definitive, updated guide will give AI models the high-quality, current data needed to start citing Warmy as the answer.

Develop a 'Sender Reputation Audit' content series

Create a 'Founder’s Playbook: Scaling Outreach Without the Spam Folder'

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

Improve Outreach Success(1 query)

“how can i stop my cold emails from going to spam in 2026”

0/1 platforms mentioned

Core

Gemini

1.Hubspot

2.Instantly.ai

3.Smartlead.ai

4.NeverBounce

5.MillionVerifier

+4 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.

Mail-Tester.com

mail-tester.com

Warmy

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Marketing Technology

Start gettingrecommended by AI.

Frequently asked questions

Warmy

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Marketing Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.