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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Edra AI

Visibility0

Vibe100

Businesses/Artificial Intelligence/Edra AI

AI Visibility & Sentiment

Edra AI

Edra is a New York-based enterprise AI company that automates complex business workflows by capturing and codifying tribal knowledge. By reverse-engineering work processes from unstructured data, it creates Living Playbooks that enable AI agents to execute tasks and resolve tickets autonomously.

Active Monitoring

edra.ai

Artificial Intelligence

AI Visibility Score

0/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Edra AI today.

Edra AI currently possesses zero visibility across critical enterprise AI discovery channels, remaining entirely absent from the decision-making workflows of technical leads and strategy consultants. While the brand maintains a successful presence in direct brand-intent queries, it fails to capture any share of voice in the lucrative autonomous agent and workflow automation categories dominated by competitors like Moveworks and Aisera.

Working in your favor

Successful brand equity and recognition for direct search queries across ChatGPT, Claude, Gemini, and AI Overviews.

Gaps to close

Complete lack of presence in core enterprise categories including autonomous AI agent platforms, vendor evaluation searches, and process visibility software.

Failure to reach technical infrastructure leads and enterprise strategy consultants during the critical vendor discovery phase.

Competitors such as Moveworks, Aisera, and ServiceNow effectively dominate the conversation regarding internal process automation.

Opportunities

Aligning content marketing and technical documentation with the high-intent queries used by buyers searching for 'autonomous AI agent platforms' and 'process visibility dashboards'.

Optimizing SEO and LLM-accessible knowledge bases for vendor comparison scenarios where current market leaders are securing top positions.

Implementing a programmatic strategy to capture visibility among technical personas seeking modern tech stacks for high-volume enterprise operations.

Highest-Impact Actions

Develop and syndicate authoritative technical whitepapers addressing the specific 'autonomous agent' and 'process automation' queries identified in the market.

Directly targets the search intent of enterprise buyers currently being captured exclusively by competitors.

Optimize high-value landing pages for 'Vendor Comparison' and 'Enterprise Workflow Automation' keywords to improve relevance for AI search algorithms.

Ensures Edra AI is indexed as a viable alternative when potential clients compare leading automation platforms.

Initiate a content-led 'Infrastructure Lead' awareness campaign to address the modern tech stack and integration requirements for high-volume CX.

Establishes technical credibility with the primary decision-makers who are currently entirely missing Edra AI in their research process.

Value Proposition

Edra offers Zero-Setup Discovery for rapid deployment, White-Box Transparency for auditable human-readable instructions, and Living Playbooks that evolve in real-time to match changing business processes.

Overview

Mission

To capture the world’s operational knowledge and turn it into executable intelligence.

Products & Services

Living PlaybookAutonomous AI AgentsAgentic Learning EngineProcess Visibility Dashboard

Current State

Visibility Landscape

A high-level view of how Edra AI 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	100
“What do you know about Edra AI? What do they do and what's their reputation?”	Positive	Positive	Positive	Positive
Core4q Product/service category queries	0	0	0	0
“what are the top autonomous ai agent platforms that can actually handle complex it support workflows instead of just basic chat”	No	No	No	No
“what are the most trusted ai companies for automating internal corporate knowledge that offer white-box transparency”	No	No	No	—
“i need software that can map out existing company processes and turn them into living playbooks for ai agents to follow”	No	No	No	—
“recommend ai tools that provide a process visibility dashboard for enterprise service desk metrics”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“what tech stack should we be using to modernize our high-volume customer service operations in 2026”	No	No	No	No
“compare the leading enterprise ai automation platforms that are better than standard servicenow or moveworks implementations”	—	No	No	No
“i am looking for ai vendors that specialize in zero-setup discovery to speed up our digital transformation”	No	No	No	No

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

Positive

“what are the top autonomous ai agent platforms that can actually handle complex it support workflows instead of just basic chat”

“what are the most trusted ai companies for automating internal corporate knowledge that offer white-box transparency”

—

“i need software that can map out existing company processes and turn them into living playbooks for ai agents to follow”

—

“recommend ai tools that provide a process visibility dashboard for enterprise service desk metrics”

“what tech stack should we be using to modernize our high-volume customer service operations in 2026”

“compare the leading enterprise ai automation platforms that are better than standard servicenow or moveworks implementations”

—

“i am looking for ai vendors that specialize in zero-setup discovery to speed up our digital transformation”

Competitive Landscape

Moveworks

20 mentions

Aisera

14 mentions

Slack

12 mentions

Kore.ai

12 mentions

ServiceNow

12 mentions

Zendesk

9 mentions

Vellum AI

9 mentions

DataRobot

7 mentions

Glean

6 mentions

Appian

6 mentions

Edra AI

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful brand equity and recognition for direct search queries across ChatGPT, Claude, Gemini, and AI Overviews.

Gap

Complete lack of presence in core enterprise categories including autonomous AI agent platforms, vendor evaluation searches, and process visibility software.

Gap

Failure to reach technical infrastructure leads and enterprise strategy consultants during the critical vendor discovery phase.

Recommended Actions

Develop and syndicate authoritative technical whitepapers addressing the specific 'autonomous agent' and 'process automation' queries identified in the market.

Directly targets the search intent of enterprise buyers currently being captured exclusively by competitors.

Optimize high-value landing pages for 'Vendor Comparison' and 'Enterprise Workflow Automation' keywords to improve relevance for AI search algorithms.

Ensures Edra AI is indexed as a viable alternative when potential clients compare leading automation platforms.

Initiate a content-led 'Infrastructure Lead' awareness campaign to address the modern tech stack and integration requirements for high-volume CX.

Establishes technical credibility with the primary decision-makers who are currently entirely missing Edra AI in their research process.

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

Enterprise AI Workflow Automation & Agentic Deployment(3 queries)

“what are the top autonomous ai agent platforms that can actually handle complex it support workflows instead of just basic chat”

0/4 platforms mentioned

Core

ChatGPT

1.ServiceNow (Now Platform, ServiceNow AI Platform)

2.Moveworks

3.Slack

4.Teams

5.IBM (watsonx Orchestrate, IBM Granite)

+4 more

Claude

1.Moveworks

2.ServiceNow (Autonomous Workforce)

3.UiPath (Agent Builder, Agentic Orchestration)

4.Shakudo (Kaji)

5.Kore.ai

Gemini

1.Moveworks

2.Siit

3.Zendesk

4.Jamf

5.Okta

+3 more

AI Overviews

1.Console

2.Slack

3.Teams

4.Moveworks

5.LuMay AI (SmartFlow, SmartSense)

+3 more

“i need software that can map out existing company processes and turn them into living playbooks for ai agents to follow”

0/3 platforms mentioned

Core

The Technical Infrastructure Lead · Director of IT Operations

ChatGPT

1.Celonis (Execution Management System)

2.SAP (Signavio Process Intelligence)

3.UiPath (UiPath Process Mining)

4.Camunda Platform 8 (Zeebe)

5.LangChain

+3 more

Claude

1.KYP.ai

2.ServiceNow (ServiceNow Agentic Playbooks)

3.n8n

4.Make

5.Scribe

Gemini

1.Camunda Platform

2.Appian

3.Pega Platform

4.Celonis

5.OutSystems

+2 more

“recommend ai tools that provide a process visibility dashboard for enterprise service desk metrics”

0/4 platforms mentioned

Core

The Technical Infrastructure Lead · Director of IT Operations

ChatGPT

1.Celonis (Execution Management System)

2.ServiceNow (Process Mining, Performance Analytics)

3.Splunk (IT Service Intelligence)

4.Ivanti (Neurons)

5.BMC (Helix ITSM, Helix AI)

+7 more

Claude

1.ServiceNow

2.IBM

3.SAP

4.ABBYY

5.Aisera

+3 more

Gemini

1.ServiceNow

2.Freshservice (Freddy AI)

3.Freshworks

4.Aisera

5.Moveworks

+5 more

AI Overviews

1.ServiceNow (Now Assist)

2.Freshservice (Freddy AI)

3.Aisera

4.Moveworks

5.Zendesk AI

+8 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.

Ai Agents

servicenow.com

Edra AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Edra AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.