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

Get a demo

Gumloop

Visibility4

Vibe100

Businesses/Software/Gumloop

AI Visibility & Sentiment

Gumloop

Gumloop is an AI automation platform that allows users to build complex, multi-step workflows by connecting data, apps, and AI models through an intuitive drag-and-drop interface. It enables teams to automate repetitive tasks across various departments without requiring extensive engineering support.

Active Monitoring

gumloop.com

Software

AI Visibility Score

4/100

Invisible

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 Gumloop today.

Gumloop is currently invisible to the AI-driven buyer journey, failing to capture demand for critical automation use cases where established competitors like Zapier and n8n dominate the narrative. While the brand enjoys high recognition when specifically queried by name, it has yet to establish the necessary topical authority to be considered an alternative in high-intent automation research.

Working in your favor

High brand awareness in direct brand-equity checks across ChatGPT, Claude, and Gemini

Presence in high-intent search for automation platforms on Gemini and Claude

Gaps to close

Complete lack of visibility in workflow automation implementation queries, representing a major missed opportunity for bottom-of-funnel conversion

Failure to position the brand against industry incumbents like Zapier and n8n during competitive comparisons

Minimal penetration into the Technical Operations Lead persona, stalling growth in enterprise-grade implementations

Opportunities

Capitalize on the 'alternative to Zapier/n8n' narrative to capture users looking for newer, AI-native automation stacks

Develop specific content assets mapping Gumloop’s capabilities to internal data processing and email automation workflows

Optimize for 'ai-enhanced decision making' queries to capture the burgeoning market for intelligence-based automation

Highest-Impact Actions

Execute a 'Competitive Comparison' content offensive targeting AI search engines

The data shows users are actively seeking alternatives to Zapier and n8n, yet Gumloop is missing from these high-conversion comparison sets.

Develop programmatic SEO and case studies for 'email data extraction' and 'workflow summarization'

These specific use-case queries are high-frequency areas where incumbents have an advantage that Gumloop is currently failing to challenge.

Publish technical whitepapers focused on the Technical Operations Lead persona

Establishing authority with technical buyers is essential for moving beyond brand-name searches and into the enterprise automation procurement cycle.

Value Proposition

Empowers teams to build and maintain custom AI-driven automations without writing code, offering a flexible, secure, and scalable framework that integrates with existing enterprise tools.

Overview

Mission

To give every team the tools to use AI to automate their workflows.

Products & Services

Visual Automation BuilderAI-Enhanced Decision MakingEnterprise-grade Access Controls & Audit LoggingVirtual Private Cloud DeploymentsCustom AI Model Integration

Current State

Visibility Landscape

A high-level view of how Gumloop 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	100	100	—
“What do you know about Gumloop? What do they do and what's their reputation?”	Positive	Positive	Positive	—
Core5q Product/service category queries	0	7	10	0
“how do i automate data extraction from emails and push it into our crm, what visual builder tools are best for this”	No	No	No	—
“best no-code automation platforms that actually handle complex ai workflows well”	No	No	#8	No
“help me build a workflow to automatically summarize customer support tickets and update internal spreadsheets”	No	No	No	—
“what platforms allow me to build ai-enhanced decision making workflows with strict audit logging”	No	No	No	—
“what are the best alternatives to zapier or n8n for teams that want to prioritize custom ai integrations”	No	#9	No	—
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“how can i run custom ai models on my internal business data without putting it in the public cloud”	No	No	No	No

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

Positive

—

“how do i automate data extraction from emails and push it into our crm, what visual builder tools are best for this”

—

“best no-code automation platforms that actually handle complex ai workflows well”

“help me build a workflow to automatically summarize customer support tickets and update internal spreadsheets”

—

“what platforms allow me to build ai-enhanced decision making workflows with strict audit logging”

—

“what are the best alternatives to zapier or n8n for teams that want to prioritize custom ai integrations”

—

“how can i run custom ai models on my internal business data without putting it in the public cloud”

Brand Ecosystem

Zapier

help.zapier.com

56 mentions

n8n

n8n.io

42 mentions

Make

make.com

38 mentions

Integromat

26 mentions

Workato

docs.workato.com

19 mentions

Microsoft Power Automate

17 mentions

LangChain

14 mentions

Slack

13 mentions

Salesforce

admin.salesforce.com

12 mentions

Relevance AI

12 mentions

Gumloop

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand awareness in direct brand-equity checks across ChatGPT, Claude, and Gemini

Strength

Presence in high-intent search for automation platforms on Gemini and Claude

Gap

Complete lack of visibility in workflow automation implementation queries, representing a major missed opportunity for bottom-of-funnel conversion

Recommended Actions

Execute a 'Competitive Comparison' content offensive targeting AI search engines

The data shows users are actively seeking alternatives to Zapier and n8n, yet Gumloop is missing from these high-conversion comparison sets.

Develop programmatic SEO and case studies for 'email data extraction' and 'workflow summarization'

These specific use-case queries are high-frequency areas where incumbents have an advantage that Gumloop is currently failing to challenge.

Publish technical whitepapers focused on the Technical Operations Lead persona

Establishing authority with technical buyers is essential for moving beyond brand-name searches and into the enterprise automation procurement cycle.

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

Workflow Automation Implementation(2 queries)

“how do i automate data extraction from emails and push it into our crm, what visual builder tools are best for this”

0/3 platforms mentioned

Core

ChatGPT

1.Zapier

2.Make

3.Integromat

4.Microsoft Power Automate

5.Workato

+6 more

Claude

1.Make

2.Zapier

3.Salesforce

4.HubSpot

5.Pipedrive

+10 more

Gemini

1.Make

2.Integromat

3.Salesforce

4.HubSpot

5.Pipedrive

+7 more

“help me build a workflow to automatically summarize customer support tickets and update internal spreadsheets”

0/3 platforms mentioned

Core

The Technical Operations Lead · Director of Engineering Operations

ChatGPT

1.Zendesk

2.Freshdesk

3.Jira Service Management

4.Microsoft Presidio

5.AWS Comprehend

+6 more

Claude

1.Zendesk

2.Freshdesk

3.Jira Service Management

4.ServiceNow

5.Zapier

+4 more

Gemini

1.n8n

2.Workato

3.Anthropic Claude 3.5 Sonnet

4.Private AI

5.Datadog

+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.

7 Best AI Email Processing Tools in 2025 for Automation

genfuseai.com

Gumloop

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Gumloop

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

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.