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.

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NariHQ

Visibility0

Vibe63

Businesses/Artificial Intelligence & Software Development/NariHQ

AI Visibility & Sentiment

NariHQ

NariHQ is an enterprise AI platform that transforms scattered organizational knowledge—across contracts, policies, spreadsheets, and databases—into verifiable, concept-level intelligence. It is specifically designed for regulated industries that require high accuracy, end-to-end traceability, and audit-ready data governance.

Active Monitoring

narihq.ai

Artificial Intelligence & Software Development

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe NariHQ today.

NariHQ currently exists as a ghost in the enterprise AI landscape, despite a clean identity footprint when explicitly searched by name. While competitors like Glean and Hebbia dominate the critical decision-making conversations for enterprise knowledge management and compliance, NariHQ remains completely absent from the AI-driven discovery process where high-value buyers currently formulate their shortlists.

Working in your favor

Brand recognition is clear and consistent when users initiate a direct brand vibe check across all major LLMs and AI search interfaces.

Gaps to close

Total absence in high-intent buyer journeys related to enterprise knowledge management and intelligent search platforms.

Failure to intercept key decision-makers, specifically Enterprise Security Architects and Digital Transformation Leads, during their evaluation of compliance-focused AI tools.

Missing from critical competitive comparison queries that explicitly seek alternatives to industry incumbents like Glean and Hebbia.

Opportunities

Target the specific query 'alternatives to Glean and Hebbia' by establishing authority in citation-accurate enterprise knowledge intelligence.

Position NariHQ as the preferred solution for highly regulated industries requiring immutable audit trails for AI automated workflows.

Optimize content to align with the specific vocabulary used by Security Architects during AI tool evaluations.

Highest-Impact Actions

Develop and syndicate specialized thought leadership content focusing on 'citation-accuracy' and 'immutable audit trails' for enterprise AI.

These are the precise keywords and pain points currently used by potential buyers who are finding competitors instead of NariHQ.

Execute a targeted SEO and AI-indexing strategy aimed at appearing in 'alternatives to' queries for incumbents like Glean and Hebbia.

High-intent buyers are already actively searching for alternatives; this is the most direct path to capturing warm leads.

Create persona-specific whitepapers addressing the unique concerns of Enterprise Security Architects regarding compliance and data governance.

By addressing the 'Regulatory Compliance' query category, NariHQ can occupy the space currently left open by competitors who focus more on general utility than deep security.

Value Proposition

NariHQ moves beyond simple keyword search to provide 'answers you can audit.' By ensuring atomic consistency, complete provenance, and semantic coherence, it enables teams to make decisions with full context and verifiable evidence.

Overview

Mission

Your enterprise knowledge deserves more than keyword matching. NariHQ turns contracts, policies, spreadsheets, and databases into answers with citations you can trust.

Products & Services

NariHQ PlatformSyntheholConcept-Complete UnderstandingImmutable Audit TrailsEnterprise knowledge management platformSemantic search and retrieval engineAutomated audit trail and compliance tool

Current State

Visibility Landscape

A high-level view of how NariHQ 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	50	50	50	100
“What do you know about NariHQ? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Positive
Core6q Product/service category queries	0	0	0	0
“what tools can help me turn our massive contract and policy database into a searchable knowledge base”	No	No	No	No
“what AI document platforms are safe enough for highly regulated industries like BFSI or healthcare”	No	No	No	No
“which enterprise AI search and intelligence platforms are considered most trustworthy for legal teams”	No	No	No	No
“best enterprise AI platforms that actually let me cite the source documents for every answer”	No	No	No	No
“software that provides an immutable audit trail for automated decision making”	No	No	No	No
“alternatives to Glean and Hebbia for enterprise knowledge intelligence”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“what software should we use to make our internal knowledge base more intelligent and queryable”	No	No	No	No
“how to manage AI compliance in large scale orgs and what software can help”	No	No	No	No
“what should I look for when picking an enterprise knowledge platform that avoids AI hallucinations”	No	No	No	No

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

Neutral

Positive

“what tools can help me turn our massive contract and policy database into a searchable knowledge base”

“what AI document platforms are safe enough for highly regulated industries like BFSI or healthcare”

“which enterprise AI search and intelligence platforms are considered most trustworthy for legal teams”

“best enterprise AI platforms that actually let me cite the source documents for every answer”

“software that provides an immutable audit trail for automated decision making”

“alternatives to Glean and Hebbia for enterprise knowledge intelligence”

“what software should we use to make our internal knowledge base more intelligent and queryable”

“how to manage AI compliance in large scale orgs and what software can help”

“what should I look for when picking an enterprise knowledge platform that avoids AI hallucinations”

Competitive Landscape

Glean

28 mentions

Guru

16 mentions

Hebbia

14 mentions

Coveo

12 mentions

Bloomfire

11 mentions

Weaviate

10 mentions

LangChain

9 mentions

LlamaIndex

9 mentions

OpenSearch

8 mentions

Slack

8 mentions

NariHQ

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition is clear and consistent when users initiate a direct brand vibe check across all major LLMs and AI search interfaces.

Gap

Total absence in high-intent buyer journeys related to enterprise knowledge management and intelligent search platforms.

Gap

Failure to intercept key decision-makers, specifically Enterprise Security Architects and Digital Transformation Leads, during their evaluation of compliance-focused AI tools.

Recommended Actions

Develop and syndicate specialized thought leadership content focusing on 'citation-accuracy' and 'immutable audit trails' for enterprise AI.

These are the precise keywords and pain points currently used by potential buyers who are finding competitors instead of NariHQ.

Execute a targeted SEO and AI-indexing strategy aimed at appearing in 'alternatives to' queries for incumbents like Glean and Hebbia.

High-intent buyers are already actively searching for alternatives; this is the most direct path to capturing warm leads.

Create persona-specific whitepapers addressing the unique concerns of Enterprise Security Architects regarding compliance and data governance.

By addressing the 'Regulatory Compliance' query category, NariHQ can occupy the space currently left open by competitors who focus more on general utility than deep security.

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

Enterprise Knowledge Management & Intelligence(3 queries)

“what tools can help me turn our massive contract and policy database into a searchable knowledge base”

0/4 platforms mentioned

Core

ChatGPT

1.Elastic (Elasticsearch, Elastic Cloud, Elastic AI)

2.OpenSearch

3.Apache Lucene

4.Cohere Enterprise Search

5.Pinecone

+7 more

Claude

1.Juro

2.Icertis

3.Ironclad

4.TextMine

5.LawVu

+4 more

Gemini

1.BA Insight

2.NetDocuments

3.iManage

4.Teams

5.Outlook

+21 more

AI Overviews

1.Streamline AI

2.ContractPodAI (Leah)

3.Icertis Contract Intelligence

4.Spellbook

5.Kira

+6 more

“best enterprise AI platforms that actually let me cite the source documents for every answer”

0/4 platforms mentioned

Core

The Enterprise Security Architect · Lead Systems Architect

ChatGPT

1.Microsoft Azure AI (Azure OpenAI, Azure AI Search)

2.Google Cloud Vertex AI (Enterprise Search, Document AI)

3.Amazon Bedrock (Bedrock Knowledge Bases)

4.Databricks (Mosaic AI)

5.IBM watsonx

+2 more

Claude

1.Glean

2.Slack

3.Jira

4.Confluence

5.Salesforce

+8 more

Gemini

1.Microsoft Azure AI Search (Azure Cognitive Search)

2.Amazon Kendra

3.Google Cloud's Vertex AI (Enterprise Search)

4.IBM watsonx.data

AI Overviews

1.Hebbia

2.Glean

3.Blueflame AI

4.Atlas (Atlas Workspace)

“what software should we use to make our internal knowledge base more intelligent and queryable”

0/4 platforms mentioned

Adjacent

The Enterprise Security Architect · Lead Systems Architect

ChatGPT

1.Elastic

2.OpenSearch

3.LangChain

4.LlamaIndex

5.Weaviate

+6 more

Claude

1.Guru

2.Document360

3.Jira

4.Atlassian (Atlassian Intelligence, Confluence)

Gemini

1.Elasticsearch (Elastic Cloud Enterprise, Elastic Stack)

2.Apache Solr (Lucene)

3.Kollus.ai

4.Stash

5.Glean

+5 more

AI Overviews

1.Guru

2.Slack

3.Google Drive

4.Salesforce

5.Glean

+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.

How to build a powerful contract repository in 2026

juro.com

NariHQ

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

NariHQ

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.