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

InboxKit

Visibility0

Vibe75

Businesses/Software/InboxKit

AI Visibility & Sentiment

InboxKit

InboxKit is a cold email infrastructure platform that provides Google, Microsoft 365, and Azure mailboxes with automated setup, DNS configuration, and deliverability optimization. They serve sales teams and agencies who need reliable email infrastructure to land in primary inboxes with 95% delivery rates.

Active Monitoring

enrichhq.com

Software Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

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 InboxKit today.

InboxKit currently operates in a total AI vacuum where models recognize the brand in isolation but fail to recommend it for any functional category searches. While competitors like Instantly and Smartlead have successfully cemented themselves as the default answers for outbound scaling, InboxKit remains invisible to every key buyer persona, from Agency Owners to RevOps Specialists.

Working in your favor

Direct brand recognition is intact across all major LLMs including ChatGPT, Claude, and Gemini, meaning the models have indexed basic brand identity data.

Baseline sentiment during brand-specific queries remains positive, providing a clean slate for future positioning.

Gaps to close

Total absence from high-intent queries regarding Google Workspace and Microsoft 365 scaling, which are the primary drivers of industry demand.

Zero visibility among the Revenue Operations Specialist persona, a critical gatekeeper for high-volume outbound infrastructure.

Failure to appear in any 'tech stack' recommendations, allowing competitors like Cloudflare and Lemlist to monopolize the integration conversation.

Opportunities

Bridge the association gap by creating technical documentation that specifically links InboxKit to the 'how-to' of scaling outbound accounts.

Target the 'deliverability fix' intent where competitors like GlockApps and MXToolbox are currently ranking but may be seen as fragmented tools rather than infrastructure solutions.

Leverage the brand's positive vibe check to secure placement in comparison-style queries alongside established players like Smartlead.

Highest-Impact Actions

Publish and index comprehensive 'How-to' guides for scaling 50+ Google Workspace and Azure accounts.

InboxKit is currently ignored for scaling queries; creating authoritative content on this specific workflow is necessary for AI models to associate the brand with the problem it solves.

Initiate a strategic digital PR campaign to land InboxKit on 'Best Cold Email Infrastructure' lists.

Competitors like Instantly and Smartlead dominate because they are frequently co-mentioned in third-party listicles that AI models use as primary training data for recommendations.

Optimize technical content for the Revenue Operations persona, focusing on API integrations and automated inbox management.

The RevOps persona currently has 0% brand exposure; capturing this segment is vital for moving into the enterprise and agency market where volume is highest.

Value Proposition

Complete cold email infrastructure in one place with 95% inbox delivery, zero manual work, and setup in 10 minutes - the only official Google Cloud partner in the cold email space

Overview

Mission

Cold email infrastructure that actually works. Built with love for sales teams, trusted by businesses worldwide.

Products & Services

Google, Microsoft 365 & Azure mailbox provisioningAutomated DNS configuration (DKIM, DMARC, SPF)Isolated email warmup serviceInfraGuard domain protection and monitoringInbox placement testing and analytics

Current State

Visibility Landscape

A high-level view of how InboxKit 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	97	97	97	97
“What do you know about InboxKit? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	0	0	0
“how do I set up 50 google workspace accounts for cold email without doing it all manually”	No	No	No	No
“my cold emails are hitting the spam folder, how do i fix my dkim and spf records properly”	No	No	No	No
“who are the most trusted cold email infrastructure providers in 2026”	No	No	No	No
“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“help me build a tech stack for high volume cold email that won't break”	No	No	No	No

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

“how do I set up 50 google workspace accounts for cold email without doing it all manually”

“my cold emails are hitting the spam folder, how do i fix my dkim and spf records properly”

“who are the most trusted cold email infrastructure providers in 2026”

“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”

“help me build a tech stack for high volume cold email that won't break”

Competitive Landscape

Cloudflare

23 mentions

Lemlist

18 mentions

Smartlead

18 mentions

Instantly.ai

18 mentions

Microsoft 365

18 mentions

Instantly

17 mentions

MXToolbox

17 mentions

GlockApps

16 mentions

SendGrid

15 mentions

Mailgun

15 mentions

InboxKit

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Direct brand recognition is intact across all major LLMs including ChatGPT, Claude, and Gemini, meaning the models have indexed basic brand identity data.

Strength

Baseline sentiment during brand-specific queries remains positive, providing a clean slate for future positioning.

Gap

Total absence from high-intent queries regarding Google Workspace and Microsoft 365 scaling, which are the primary drivers of industry demand.

Recommended Actions

Publish and index comprehensive 'How-to' guides for scaling 50+ Google Workspace and Azure accounts.

InboxKit is currently ignored for scaling queries; creating authoritative content on this specific workflow is necessary for AI models to associate the brand with the problem it solves.

Initiate a strategic digital PR campaign to land InboxKit on 'Best Cold Email Infrastructure' lists.

Competitors like Instantly and Smartlead dominate because they are frequently co-mentioned in third-party listicles that AI models use as primary training data for recommendations.

Optimize technical content for the Revenue Operations persona, focusing on API integrations and automated inbox management.

The RevOps persona currently has 0% brand exposure; capturing this segment is vital for moving into the enterprise and agency market where volume is highest.

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

Scaling Outbound Email Infrastructure(3 queries)

“how do I set up 50 google workspace accounts for cold email without doing it all manually”

0/4 platforms mentioned

Core

ChatGPT

1.Google Workspace

2.GAM

3.Zapier

4.Make

5.Integromat

+12 more

Claude

1.Make.com

2.Zapier

3.Lemlist

4.Smartlead

5.Instantly.ai

Gemini

1.Cloudflare

2.Namecheap

3.GoDaddy

4.MailForge

5.Infrastructure.ai

+6 more

AI Overviews

1.Primeforge

2.Zapmail

3.Instantly

4.Smartlead

5.Premium Inboxes

+1 more

“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”

0/4 platforms mentioned

Core

The High-Volume Outbound Agency Owner · Founder & CEO

ChatGPT

1.Microsoft 365

2.Azure AD

3.Microsoft Graph

4.Microsoft Graph API

5.Exchange

+27 more

Claude

1.Microsoft Graph API

2.M365

3.React

4.Node

5.Microsoft 365 admin center

+12 more

Gemini

1.Microsoft 365

2.Azure

3.Entra ID

4.Microsoft Graph API

5.Smartlead

+13 more

AI Overviews

1.Microsoft 365

2.Azure

3.Missive

4.Outlook

5.Front

+4 more

“help me build a tech stack for high volume cold email that won't break”

0/4 platforms mentioned

Adjacent

The High-Volume Outbound Agency Owner · Founder & CEO

ChatGPT

1.SES

2.Mailgun

3.SparkPost

4.Cloudflare

5.Route53

+31 more

Claude

1.Instantly

2.Smartlead

3.Lemlist

4.Mailerflow

5.250ok

+18 more

Gemini

1.Cloudflare

2.MailForge

3.Google Workspace

4.Microsoft 365

5.O365

+15 more

AI Overviews

1.Instantly.ai

2.Mailpool

3.Infraforge

4.Mailforge

5.Maildoso

+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.

GAM (Google Apps Manager)

github.com

Code1 ref

www.toriihq.com

toriihq.com

Web1 ref

How To Create Multiple Google Workspace Accounts Without ...

youtube.com

Video1 ref

How To Create Multiple Google Workspace Accounts Without ...

emailchaser.com

Web1 ref

3 Ways to Add Users to Google Workspace in 2026 | Torii - Toriihq

toriihq.com

Web1 ref

Instantly Cold Email Strategy | Instantly Help Center

help.instantly.ai

Web1 ref

How To Set Up Google Workspace For Cold Email

olegtomenko.com

Web1 ref

Bulk Create Google Workspace Users with Ok Goldy

goldyarora.com

Web1 ref

New Google Workspace or Secondary Domain for Cold Email

leadsmonky.com

Web1 ref

Top 5 Google Workspace Setup Tools To Save Your Time

primeforge.ai

Web1 ref

Add or update multiple users from a CSV file | User management

knowledge.workspace.google.com

Web1 ref

To save time on manual user creation, I built an open-source ...

reddit.com

Forum1 ref

MXToolbox SPF Checker

mxtoolbox.com

Social1 ref

MXToolbox DKIM Checker

mxtoolbox.com

Social1 ref

Google Postmaster Tools

postmaster.google.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives InboxKit's communication style and personality

InboxKit communicates with confident technical expertise while remaining accessible and straightforward. The brand voice is results-focused, emphasizing speed, reliability, and measurable outcomes like 95% inbox rates. They use clear, direct language that speaks to busy sales professionals who want solutions without complexity. There's a subtle competitive edge in their messaging, positioning themselves as the superior choice backed by official partnerships and proven metrics.

Core Tone Traits

Confident & Results-Driven

Leads with specific metrics and outcomes, using numbers like 95% inbox rate and 10-minute setup to build credibility

Technical yet Accessible

Explains complex email infrastructure concepts in simple terms without dumbing down the expertise

Direct & No-Nonsense

Gets straight to the point with clear value propositions and minimal fluff

Trustworthy & Transparent

Emphasizes official partnerships, comparison tables, and honest feature breakdowns

Visual Identity

Primary

#1A5C5C

Secondary

#FFFFFF

Accent

#1F2937

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Cowboy Ventures

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 February 28, 2026.

Explore Software

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Businesses/Software/InboxKit

AI Visibility & Sentiment

InboxKit

Active Monitoring

enrichhq.com

Software Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

Score by Priority

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe InboxKit today.

Working in your favor

Direct brand recognition is intact across all major LLMs including ChatGPT, Claude, and Gemini, meaning the models have indexed basic brand identity data.

Baseline sentiment during brand-specific queries remains positive, providing a clean slate for future positioning.

Gaps to close

Total absence from high-intent queries regarding Google Workspace and Microsoft 365 scaling, which are the primary drivers of industry demand.

Zero visibility among the Revenue Operations Specialist persona, a critical gatekeeper for high-volume outbound infrastructure.

Failure to appear in any 'tech stack' recommendations, allowing competitors like Cloudflare and Lemlist to monopolize the integration conversation.

Opportunities

Bridge the association gap by creating technical documentation that specifically links InboxKit to the 'how-to' of scaling outbound accounts.

Target the 'deliverability fix' intent where competitors like GlockApps and MXToolbox are currently ranking but may be seen as fragmented tools rather than infrastructure solutions.

Leverage the brand's positive vibe check to secure placement in comparison-style queries alongside established players like Smartlead.

Highest-Impact Actions

Publish and index comprehensive 'How-to' guides for scaling 50+ Google Workspace and Azure accounts.

InboxKit is currently ignored for scaling queries; creating authoritative content on this specific workflow is necessary for AI models to associate the brand with the problem it solves.

Initiate a strategic digital PR campaign to land InboxKit on 'Best Cold Email Infrastructure' lists.

Competitors like Instantly and Smartlead dominate because they are frequently co-mentioned in third-party listicles that AI models use as primary training data for recommendations.

Optimize technical content for the Revenue Operations persona, focusing on API integrations and automated inbox management.

The RevOps persona currently has 0% brand exposure; capturing this segment is vital for moving into the enterprise and agency market where volume is highest.

Value Proposition

Complete cold email infrastructure in one place with 95% inbox delivery, zero manual work, and setup in 10 minutes - the only official Google Cloud partner in the cold email space

Overview

Mission

Cold email infrastructure that actually works. Built with love for sales teams, trusted by businesses worldwide.

Products & Services

Current State

Visibility Landscape

A high-level view of how InboxKit 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	97	97	97	97
“What do you know about InboxKit? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	0	0	0
“how do I set up 50 google workspace accounts for cold email without doing it all manually”	No	No	No	No
“my cold emails are hitting the spam folder, how do i fix my dkim and spf records properly”	No	No	No	No
“who are the most trusted cold email infrastructure providers in 2026”	No	No	No	No
“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“help me build a tech stack for high volume cold email that won't break”	No	No	No	No

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

“how do I set up 50 google workspace accounts for cold email without doing it all manually”

“my cold emails are hitting the spam folder, how do i fix my dkim and spf records properly”

“who are the most trusted cold email infrastructure providers in 2026”

“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”

“help me build a tech stack for high volume cold email that won't break”

Competitive Landscape

Cloudflare

23 mentions

Lemlist

18 mentions

Smartlead

18 mentions

Instantly.ai

18 mentions

Microsoft 365

18 mentions

Instantly

17 mentions

MXToolbox

17 mentions

GlockApps

16 mentions

SendGrid

15 mentions

Mailgun

15 mentions

InboxKit

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Direct brand recognition is intact across all major LLMs including ChatGPT, Claude, and Gemini, meaning the models have indexed basic brand identity data.

Strength

Baseline sentiment during brand-specific queries remains positive, providing a clean slate for future positioning.

Gap

Total absence from high-intent queries regarding Google Workspace and Microsoft 365 scaling, which are the primary drivers of industry demand.

Recommended Actions

Publish and index comprehensive 'How-to' guides for scaling 50+ Google Workspace and Azure accounts.

InboxKit is currently ignored for scaling queries; creating authoritative content on this specific workflow is necessary for AI models to associate the brand with the problem it solves.

Initiate a strategic digital PR campaign to land InboxKit on 'Best Cold Email Infrastructure' lists.

Competitors like Instantly and Smartlead dominate because they are frequently co-mentioned in third-party listicles that AI models use as primary training data for recommendations.

Optimize technical content for the Revenue Operations persona, focusing on API integrations and automated inbox management.

The RevOps persona currently has 0% brand exposure; capturing this segment is vital for moving into the enterprise and agency market where volume is highest.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

Scaling Outbound Email Infrastructure(3 queries)

“how do I set up 50 google workspace accounts for cold email without doing it all manually”

0/4 platforms mentioned

Core

ChatGPT

1.Google Workspace

2.GAM

3.Zapier

4.Make

5.Integromat

+12 more

Claude

1.Make.com

2.Zapier

3.Lemlist

4.Smartlead

5.Instantly.ai

Gemini

1.Cloudflare

2.Namecheap

3.GoDaddy

4.MailForge

5.Infrastructure.ai

+6 more

AI Overviews

1.Primeforge

2.Zapmail

3.Instantly

4.Smartlead

5.Premium Inboxes

+1 more

“best way to manage multiple microsoft 365 and azure mailboxes for a sales team”

0/4 platforms mentioned

Core

The High-Volume Outbound Agency Owner · Founder & CEO

ChatGPT

1.Microsoft 365

2.Azure AD

3.Microsoft Graph

4.Microsoft Graph API

5.Exchange

+27 more

Claude

1.Microsoft Graph API

2.M365

3.React

4.Node

5.Microsoft 365 admin center

+12 more

Gemini

1.Microsoft 365

2.Azure

3.Entra ID

4.Microsoft Graph API

5.Smartlead

+13 more

AI Overviews

1.Microsoft 365

2.Azure

3.Missive

4.Outlook

5.Front

+4 more

“help me build a tech stack for high volume cold email that won't break”

0/4 platforms mentioned

Adjacent

The High-Volume Outbound Agency Owner · Founder & CEO

ChatGPT

1.SES

2.Mailgun

3.SparkPost

4.Cloudflare

5.Route53

+31 more

Claude

1.Instantly

2.Smartlead

3.Lemlist

4.Mailerflow

5.250ok

+18 more

Gemini

1.Cloudflare

2.MailForge

3.Google Workspace

4.Microsoft 365

5.O365

+15 more

AI Overviews

1.Instantly.ai

2.Mailpool

3.Infraforge

4.Mailforge

5.Maildoso

+7 more

Source Intelligence

Citations

GAM (Google Apps Manager)

github.com

Code1 ref

www.toriihq.com

toriihq.com

Web1 ref

How To Create Multiple Google Workspace Accounts Without ...

youtube.com

Video1 ref

How To Create Multiple Google Workspace Accounts Without ...

emailchaser.com

Web1 ref

3 Ways to Add Users to Google Workspace in 2026 | Torii - Toriihq

toriihq.com

Web1 ref

Instantly Cold Email Strategy | Instantly Help Center

help.instantly.ai

Web1 ref

How To Set Up Google Workspace For Cold Email

olegtomenko.com

Web1 ref

Bulk Create Google Workspace Users with Ok Goldy

goldyarora.com

Web1 ref

New Google Workspace or Secondary Domain for Cold Email

leadsmonky.com

Web1 ref

Top 5 Google Workspace Setup Tools To Save Your Time

primeforge.ai

Web1 ref

Add or update multiple users from a CSV file | User management

knowledge.workspace.google.com

Web1 ref

To save time on manual user creation, I built an open-source ...

reddit.com

Forum1 ref

MXToolbox SPF Checker

mxtoolbox.com

Social1 ref

MXToolbox DKIM Checker

mxtoolbox.com

Social1 ref

Google Postmaster Tools

postmaster.google.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives InboxKit's communication style and personality

Core Tone Traits

Confident & Results-Driven

Leads with specific metrics and outcomes, using numbers like 95% inbox rate and 10-minute setup to build credibility

Technical yet Accessible

Explains complex email infrastructure concepts in simple terms without dumbing down the expertise

Direct & No-Nonsense

Gets straight to the point with clear value propositions and minimal fluff

Trustworthy & Transparent

Emphasizes official partnerships, comparison tables, and honest feature breakdowns

Visual Identity

Primary

#1A5C5C

Secondary

#FFFFFF

Accent

#1F2937

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Cowboy Ventures

Engineer content that makes AI agents recommend you

Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.

Explore Software

InboxKit

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

InboxKit

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.