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

Get a demo

Handraise

Visibility20

Vibe94

Businesses/Software & Technology/Handraise

AI Visibility & Sentiment

Handraise

Handraise is a reputation intelligence platform that helps brands understand and manage how they are perceived across media, markets, and AI systems. Using proprietary Narrative Intelligence technology, they cluster stories and posts into living narratives that reveal what's driving reputation, risk, and trust in real-time.

Active Monitoring

handraise.com

Software & Technology Startups

AI Visibility Score

20/100

Low

Sentiment Score

94/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Handraise today.

Handraise exists as a 'hidden gem' that AI models recognize by name but fail to recommend for functional solutions, leaving the lucrative enterprise crisis and reputation categories to legacy incumbents. While the brand secures a dominant #1 spot in Claude for niche technical tasks like narrative clustering, it suffers from a total blackout in Google's AI Overviews, effectively ceding the top of the funnel to competitors like Brandwatch and Meltwater.

Value Proposition

Real-time narrative intelligence that goes beyond traditional media monitoring to reveal how LLMs and AI systems perceive your brand, enabling proactive reputation engineering before crises emerge

Overview

Mission

Don't just count mentions, engineer your reputation.

Products & Services

Narrative Intelligence - AI-powered narrative clustering and analysisLLM Impact Analysis - Understanding how AI systems perceive brandsBrand-Centric Sentiment trackingDynamic Share of Voice measurementCrisis prevention and early warning alerts

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	15	32	23	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Brandwatch

41 mentions

Meltwater

38 mentions

Talkwalker

33 mentions

Cision

27 mentions

Signal AI

16 mentions

Sprinklr

13 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Maintains a perfect #1 position across ChatGPT, Claude, and Gemini for direct brand 'vibe checks,' indicating strong foundational training data.

Strength

Achieved a top-tier #1 ranking in Claude for specialized queries regarding AI-powered narrative clustering.

Strength

Shows early resonance with the Technical Narrative Intelligence Lead persona, achieving a 17% mention rate with a strong average position of 3.0.

Recommended Actions

Execute a targeted technical content campaign focused on 'Crisis Prevention' and 'Early Warning Systems' for Enterprise.

Handraise is currently invisible to the Corporate Affairs VP persona; prioritizing this content will bridge the gap between technical capability and executive-level need.

Optimize site architecture and structured data specifically for Google AI Overviews indexing.

A 0% visibility rate in AI Overviews is a significant competitive disadvantage when legacy rivals like Meltwater and Brandwatch are frequently cited.

Develop and publish in-depth case studies on 'Narrative Clustering' to solidify the Claude #1 ranking and export that authority to other LLMs.

Claude already recognizes Handraise's technical superiority in this niche; formalizing this authority will help pull ChatGPT and Gemini mention rates higher.

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

Crisis Prevention And Narrative Management(3 queries)

“how can i track how a negative news story is evolving into a larger narrative across social and news, what tools do this”

0/3 platforms mentioned

Core

Claude

1.Factba.se

2.Meltwater

3.Cision

4.Brandwatch

5.Sprout Social

+4 more

Gemini

1.Brandwatch

2.Meltwater

3.Cision

4.Cision PR Newswire

5.Sprout Social

+7 more

AI Overviews

1.PeakMetrics

2.EdgeTheory

3.Kudzu

4.Meltwater

5.GenAI Lens

+11 more

“help me set up an early warning system for brand reputation crises that goes beyond basic keyword alerts”

0/4 platforms mentioned

Core

The Crisis-Averse Corporate Affairs VP · Vice President of Corporate Affairs

ChatGPT

1.Cision

2.Slack

3.Teams

4.PagerDuty

5.Dataminr

+31 more

Claude

1.Brandwatch

2.Sprout Social

3.Muck Rack

4.Gartner

5.Glint

+6 more

Gemini

1.Meltwater

2.Cision

3.Brandwatch

4.Synthesio

5.Ipsos

AI Overviews

1.5W PR Agency

2.Talkwalker

3.Brandwatch

4.Recorded Future Threat Intelligence

5.ResearchGate

+6 more

“suggest some tools for ai-powered narrative clustering so i can see what's actually driving our brand reputation”

0/4 platforms mentioned

Core

The Crisis-Averse Corporate Affairs VP · Vice President of Corporate Affairs

ChatGPT

1.Cision

2.Meltwater

3.Quid

4.NetBase Quid

5.Brandwatch Consumer Research

+8 more

Claude

1.Brandwatch

2.Talkwalker

3.Meltwater's Insight Hub

4.Cision

5.Semrush Brand Monitoring

+1 more

Gemini

1.Meltwater

2.Brandwatch

3.Cision

4.Talkwalker

AI Overviews

1.Brandwatch

2.Meltwater

3.GenAI Lens

4.Talkwalker

5.Blue Silk AI

+6 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.

prnewsonline.com

Web1 ref

www.convert.com

convert.com

Web1 ref

AI Audit: Analyze what AI knows about your brand | Waikay

waikay.io

Web1 ref

The New Brand Reputation Metric You Can't Ignore - LinkedIn

linkedin.com

Social1 ref

Top LLM Monitoring Tools to Track Brand Visibility in AI Results

andersoncollaborative.com

Web1 ref

How to See What ChatGPT (and Claude, Gemini) Say About ...

brandaware.app

Web1 ref

Is anyone here tracking how their brand shows up in ChatGPT ...

reddit.com

Forum1 ref

8 best AI visibility tracking tools explained and compared

visible.seranking.com

Web1 ref

Brand Reputation Management Software: Top Platforms to Know

builtin.com

Web1 ref

best tools for checking brand visibility in chatgpt, claude, perplexity

reddit.com

Forum1 ref

7 Best AI Rank and Brand Tracking Tools in 2026

nightwatch.io

Web1 ref

How to Find Out What Your Buyers Are Asking the LLMs

convert.com

Web1 ref

Track How AI Models Perceive Brand: Complete Guide - Sight AI

trysight.ai

Web1 ref

How to Find Out What ChatGPT Says About Your Company ...

knwn.app

Web1 ref

Best AI SEO Tools for 2026: Content Optimization, Keyword ...

medium.com

Blog1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Handraise.

Brandwatch41 mentions

Meltwater38 mentions

Talkwalker33 mentions

Cision27 mentions

Signal AI16 mentions

Sprinklr13 mentions

Sprout Social10 mentions

Zignal Labs10 mentions

Tableau7 mentions

NewsWhip6 mentions

Handraise4 mentions

Brand Identity

Brand Voice & Style

How AI perceives Handraise's communication style and personality

Handraise communicates with confident authority on the emerging intersection of AI and brand reputation. Their voice is sophisticated and forward-thinking, positioning themselves as pioneers in a new category they're defining. They balance technical credibility with accessible explanations, using precise language that demonstrates deep expertise without being overly academic. There's an underlying urgency to their messaging—emphasizing the need to act before narratives spiral—while maintaining a calm, strategic tone that reassures enterprise buyers.

Core Tone Traits

Authoritative & Pioneering

Speaks with confidence about a category they're defining, using proprietary terminology like 'Reputation Engineering™'

Sophisticated & Strategic

Appeals to senior leaders with elevated, business-focused language that emphasizes strategic value

Forward-Thinking & Urgent

Emphasizes the AI-driven future of reputation while creating urgency around proactive action

Clear & Precise

Explains complex concepts accessibly without dumbing down, using clean and direct communication

Backing

Investors

Floodgate

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.