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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Jinba

Visibility21

Vibe79

Businesses/Software/Jinba

AI Visibility & Sentiment

Jinba

Jinba is an enterprise AI workflow automation platform that enables teams to build production-ready workflows using natural language prompts. The Y Combinator-backed company offers a vibe-coding approach where users can describe workflows in chat, visually edit them, and deploy instantly as APIs, webhooks, or Slack bots with SOC II compliance.

Active Monitoring

jinba.io

Software YC25-26

AI Visibility Score

21/100

Low

Sentiment Score

79/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Jinba today.

Jinba currently exists on the periphery of the AI-driven automation market, successfully capturing the attention of non-technical operations leads but failing to appear in mission-critical conversations regarding security and enterprise-grade compliance. While a standout #1 ranking on Gemini for natural language automation proves the brand's technical relevance, Jinba remains virtually invisible to the risk-averse IT architects and compliance officers who control enterprise budgets.

Value Proposition

Build production workflows by simply writing prompts—no coding required. Jinba combines the ease of natural language with enterprise-grade security, SOC II compliance, and instant deployment as APIs or MCP servers.

Overview

Mission

Build your way. The AI layer for your entire organization.

Products & Services

Jinba Flow - AI-powered workflow builder with visual editorJinba App - Controlled execution environment for deployed workflows100+ pre-built integrations (Salesforce, Slack, HubSpot, etc.)On-premises and private cloud hosting optionsEnterprise features including SSO, RBAC, and audit trails

Current State

Visibility Landscape

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

	ChatGPT	Gemini
Reputation Brand recognition & direct queries	27	36
Core Topics Product/service category queries	0	0
Growth Areas Adjacent, aspirational & visionary	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Workato

25 mentions

n8n

24 mentions

Zapier

22 mentions

Make

18 mentions

UiPath

16 mentions

Microsoft Power Automate

13 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured a dominant #1 position on Gemini for high-intent natural language automation queries.

Strength

Achieved a 25% mention rate with the Non-Technical Operations Lead persona, outperforming other segments.

Strength

Maintains a strong brand identity during direct 'vibe check' queries across ChatGPT, Claude, and AI Overviews.

Recommended Actions

Develop and index security-centric whitepapers and compliance technical docs tailored for AI model consumption.

Jinba has 0% visibility for security and compliance queries, which are the primary barriers to entry for enterprise-grade automation software.

Optimize technical architecture descriptions to target the 'Governance-Focused IT Architect' persona.

IT Architects currently see 0% of Jinba's content, meaning the brand is being filtered out of the most important decision-making workflows.

Expand the successful 'Natural Language' content strategy from Gemini across to ChatGPT and Claude.

Since Jinba has already proven it can rank #1 in this niche, replicating this success on larger platforms will rapidly increase the overall mention rate.

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

Natural Language Automation(2 queries)

“help me build complex business workflows by just describing them, what's the best software for that”

0/4 platforms mentioned

Core

ChatGPT

1.Zapier

2.Make

3.Integromat

4.Workato

5.Microsoft Power Automate

+16 more

Claude

1.Zapier

2.Make

3.Integromat

4.n8n

5.Microsoft Power Automate

+4 more

Gemini

1.Gmail

2.Zapier Central

3.Slack

4.Salesforce

5.Google Sheets

+14 more

AI Overviews

1.Vellum AI

2.Zapier Central

3.Lindy AI

4.Gumloop

5.FlowWright

“find me an AI-powered workflow builder with a visual editor for my ops team”

0/4 platforms mentioned

Core

The Governance-Focused IT Architect · Lead Enterprise Architect

ChatGPT

1.Workato

2.Microsoft Power Automate

3.AI Builder

4.Microsoft 365

5.Azure

+21 more

Claude

1.n8n

2.Temporal

3.Airbyte

4.Workato

5.Tray.io

Gemini

1.n8n

2.Docker

3.Kubernetes

4.LangChain

5.Pinecone

+13 more

AI Overviews

1.Vellum AI

2.Make

3.Integromat

4.Google Gemini

5.Zapier

+5 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.

5 Best AI Workflow Builders for 2026 (Tested & Compared) - Zite

zite.com

Jinba

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

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Frequently asked questions