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

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Bubble Lab

Visibility0

Vibe63

Businesses/Software/Bubble Lab

AI Visibility & Sentiment

Bubble Lab

Bubble Lab is a Y Combinator-backed AI automation platform that provides Pearl, an AI assistant that lives in Slack to help teams automate workflows across their entire tool stack. The platform enables users to connect apps, automate tasks, and build production-ready workflows through natural language prompts.

Active Monitoring

bubblelab.ai

Software YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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 Bubble Lab today.

Bubble Lab currently occupies a 'ghost brand' status where AI models can identify the company name but fail to recommend it as a solution for any functional workflows. This total absence from category-defining conversations regarding Slack automation and startup operations allows incumbents like Zapier and Make to monopolize the narrative entirely.

Working in your favor

High direct brand recall on Claude and AI Overviews when specifically queried about the brand's identity

Successfully indexed for 'brand vibe check' queries, indicating that a baseline of data exists within LLM training sets

Gaps to close

Zero percent visibility across high-intent clusters including 'Slack-Based Productivity' and 'Scaling Startup Operations'

Complete failure to resonate with the 'Non-Technical Operations Lead' and 'Resource-Constrained Startup Founder' personas

No presence in 'Secure & Enterprise-Ready Automation' queries despite the critical nature of SOC 2 compliance for the target market

Opportunities

Capture the 'secure startup' niche by optimizing for security-first keywords where generalist competitors like Zapier have lower perceived authority

Leverage existing direct brand recognition to build semantic bridges to 'Slack-to-Jira' and 'Slack-to-Notion' automation workflows

Target the 'Chief of Staff' persona by creating content focused on organizational efficiency and resource optimization

Highest-Impact Actions

Deploy a dedicated 'Use Case' content engine targeting specific Slack-to-Jira and Slack-to-Notion workflows.

Bubble Lab is currently invisible in these specific clusters, which are the primary entry points for their target audience.

Optimize technical documentation and marketing copy for SOC 2 and enterprise security compliance keywords.

This addresses the 'Secure & Enterprise-Ready' gap where high-value founders are actively seeking alternatives to incumbent generalist platforms.

Create structured, persona-led guides for the 'Non-Technical Operations Lead' to demonstrate ease of implementation.

Capturing this persona is essential for scaling within organizations that lack deep engineering resources for custom automation.

Value Proposition

One AI bot that connects to your entire tool stack, lives in Slack, and automates workflows with zero setup. Pearl learns your preferences over time and can turn one-time tasks into autonomous workflows that run 10x faster at 90% lower cost.

Overview

Mission

To provide a super-employee AI that actually gets things done, not just another chatbot.

Products & Services

Pearl AI Assistant for SlackVisual Workflow Builder25+ Tool Integrations (Gmail, Jira, Notion, GitHub, etc.)Autonomous Workflow AutomationEnterprise Security (SOC 2, CASA Tier 2)

Current State

Visibility Landscape

A high-level view of how Bubble Lab 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	70	97	70	97
“What do you know about Bubble Lab? What do they do and what's their reputation?”	Yes	#1	Yes	#1
Core3q Product/service category queries	0	0	0	0
“how can i automate my slack to handle jira tickets and notion updates automatically”	No	No	No	No
“best ai automation platforms for 2026, looking for ones that are easier to set up than zapier or make”	No	No	No	No
“looking for an ai assistant that lives in slack and can actually take actions in other apps like gmail and github”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“help me build an automated workflow for onboarding new hires using gmail and slack”	No	No	No	No
“best secure automation platforms for startups that need soc 2 compliance”	No	No	No	No

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

Yes

“how can i automate my slack to handle jira tickets and notion updates automatically”

“best ai automation platforms for 2026, looking for ones that are easier to set up than zapier or make”

“looking for an ai assistant that lives in slack and can actually take actions in other apps like gmail and github”

“help me build an automated workflow for onboarding new hires using gmail and slack”

“best secure automation platforms for startups that need soc 2 compliance”

Competitive Landscape

Zapier

41 mentions

Slack

26 mentions

Make

25 mentions

Notion

23 mentions

n8n

21 mentions

Jira

18 mentions

Slack Workflow Builder

16 mentions

Workato

14 mentions

Make.com

12 mentions

Integromat

10 mentions

Bubble Lab

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High direct brand recall on Claude and AI Overviews when specifically queried about the brand's identity

Strength

Successfully indexed for 'brand vibe check' queries, indicating that a baseline of data exists within LLM training sets

Gap

Zero percent visibility across high-intent clusters including 'Slack-Based Productivity' and 'Scaling Startup Operations'

Recommended Actions

Deploy a dedicated 'Use Case' content engine targeting specific Slack-to-Jira and Slack-to-Notion workflows.

Bubble Lab is currently invisible in these specific clusters, which are the primary entry points for their target audience.

Optimize technical documentation and marketing copy for SOC 2 and enterprise security compliance keywords.

This addresses the 'Secure & Enterprise-Ready' gap where high-value founders are actively seeking alternatives to incumbent generalist platforms.

Create structured, persona-led guides for the 'Non-Technical Operations Lead' to demonstrate ease of implementation.

Capturing this persona is essential for scaling within organizations that lack deep engineering resources for custom automation.

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

Slack Based Productivity & Automation(2 queries)

“how can i automate my slack to handle jira tickets and notion updates automatically”

0/4 platforms mentioned

Core

ChatGPT

1.Slack

2.Jira

3.Notion

4.Zapier

5.Make

+21 more

Claude

1.Slack

2.Jira

3.Notion

4.Zapier

5.Make

+4 more

Gemini

1.Slack

2.Jira

3.Notion

4.Slack App Directory

5.Jira Cloud for Slack

+10 more

AI Overviews

1.Slack

2.Jira

3.Notion

4.Jira Cloud for Slack

5.Atlassian

+4 more

“looking for an ai assistant that lives in slack and can actually take actions in other apps like gmail and github”

0/4 platforms mentioned

Core

The Non-Technical Operations Lead · Director of Operations

ChatGPT

1.Axiom

2.Gmail

3.GitHub

4.HubSpot

5.Notion

+9 more

Claude

1.Slack AI

2.Bolt

3.Make

4.Integromat

5.Slack

+5 more

Gemini

1.Slack Workflow Builder

2.Zapier

3.Notion

4.HubSpot

5.Gmail

+6 more

AI Overviews

1.Lindy

2.Clawdbot

3.OpenClaw

4.Slashy

5.Zapier Central

+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.

Notion and Slack: Automate Workflows with n8n

n8n.io

Bubble Lab

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Bubble Lab

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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.