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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Dragonfruit AI

Visibility11

Vibe94

Businesses/Enterprise Software/Dragonfruit AI

AI Visibility & Sentiment

Dragonfruit AI

Dragonfruit AI is an enterprise computer vision platform that transforms existing security cameras into intelligent business tools. The company provides AI-powered solutions for retail operations including loss prevention, shoplifting detection, queue management, and customer journey analytics without requiring expensive new hardware infrastructure.

Active Monitoring

dragonfruit.ai

Enterprise Software

AI Visibility Score

11/100

Invisible

Sentiment Score

94/100

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 Dragonfruit AI today.

Dragonfruit AI exists in a state of 'brand isolation,' maintaining a perfect reputation when searched by name but vanishing entirely from the competitive landscape when retailers search for solutions by problem or category. While competitors like Everseen and RetailNext are mentioned dozens of times across every major platform, Dragonfruit is currently ceding the entire conversational market for loss prevention and store operations.

Working in your favor

Maintains 100% visibility and positive sentiment during direct brand-vibe checks across all tested platforms.

Shows early-stage traction in Google AI Overviews for high-intent queries regarding real-time theft detection and foot traffic monitoring.

Resonates most effectively with the Strategic Loss Prevention Executive persona, outperforming other audience segments in mention rate.

Gaps to close

Complete absence from ChatGPT and Claude for all non-branded enterprise software queries, a critical failure in the most used LLMs.

Zero visibility in the 'Computer Vision Infrastructure' and 'Operations Management' categories, despite having applicable technology.

Massive share-of-voice deficit compared to Everseen (75 mentions) and RetailNext (60 mentions) who dominate the conversational consensus.

Opportunities

Leverage the existing 6th-place ranking in Gemini for 'alternatives to RetailNext' to build a dedicated 'Us vs. Them' content strategy that AI models can crawl.

Capture the 'Cloud-First IT Infrastructure' persona by publishing technical whitepapers on model deployment, where visibility is currently near zero.

Capitalize on the existing AI Overviews presence by optimizing existing pages for specific 'how-to' queries related to grocery store shoplifting and queue management.

Highest-Impact Actions

Deploy an 'Alternative To' content matrix targeting RetailNext and Veesion.

Gemini already identifies Dragonfruit as an alternative; formalizing this with structured data and comparative content will solidify this position across other LLMs.

Optimize technical documentation for LLM discovery to target the IT Infrastructure Architect persona.

With only a 2% mention rate for IT personas, the brand is missing the technical validation required for enterprise-scale AI model deployment queries.

Revitalize loss prevention content to focus on 'real-time' and 'grocery' specific keywords.

Dragonfruit's only organic wins are in real-time theft detection via AI Overviews; doubling down on this specific niche will create a defensible topical authority.

Value Proposition

All-in-one enterprise AI that converts existing security cameras into intelligent agents for loss prevention, operational efficiency, and customer insights—delivering the lowest total cost of ownership in the industry without expensive hardware investments.

Overview

Mission

To redefine what AI video can do by helping retailers reduce theft, improve operations, and drive revenue with zero disruption and future-proof foundations.

Products & Services

AI-powered loss prevention and shoplifting detectionRetail operations and compliance monitoringCustomer journey and marketing analyticsQueue management and checkout optimizationLaunchpad - computer vision innovation platform

Current State

Visibility Landscape

A high-level view of how Dragonfruit AI 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	97	97	97	97
“What do you know about Dragonfruit AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core8q Product/service category queries	0	0	33	34
“help me find a solution for automated queue management to reduce checkout wait times”	No	No	No	No
“platform for deploying retail ai models across thousands of existing store cameras”	No	No	No	No
“most trusted retail loss prevention software companies in 2026”	No	No	No	No
“best ai software for detecting theft in real time using my existing security cameras”	No	No	#4	#5
“what tools help stop organized retail crime and shrinkage for a large retail chain”	No	No	No	No
“how to use store cameras to track customer foot traffic and store heatmaps”	No	No	No	#4
“what's the best way to monitor retail compliance and shelf availability using ai”	No	No	No	No
“what are the top alternatives to RetailNext and Veesion for ai video analytics”	No	No	#6	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can i reduce shoplifting in my grocery stores without hiring more security guards”	No	No	No	No
“how to build a custom computer vision application for retail without starting from scratch”	No	No	No	No
“what should i look for when choosing an enterprise computer vision partner for retail”	No	No	No	No

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

“help me find a solution for automated queue management to reduce checkout wait times”

“platform for deploying retail ai models across thousands of existing store cameras”

“most trusted retail loss prevention software companies in 2026”

“best ai software for detecting theft in real time using my existing security cameras”

“what tools help stop organized retail crime and shrinkage for a large retail chain”

“how to use store cameras to track customer foot traffic and store heatmaps”

“what's the best way to monitor retail compliance and shelf availability using ai”

“what are the top alternatives to RetailNext and Veesion for ai video analytics”

“how can i reduce shoplifting in my grocery stores without hiring more security guards”

“how to build a custom computer vision application for retail without starting from scratch”

“what should i look for when choosing an enterprise computer vision partner for retail”

Competitive Landscape

Everseen

75 mentions

RetailNext

60 mentions

Veesion

51 mentions

StopLift

42 mentions

Verkada

39 mentions

Johnson Controls

33 mentions

Auror

30 mentions

Standard AI

27 mentions

Focal Systems

27 mentions

Sensormatic

26 mentions

Dragonfruit AI

5 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Maintains 100% visibility and positive sentiment during direct brand-vibe checks across all tested platforms.

Strength

Shows early-stage traction in Google AI Overviews for high-intent queries regarding real-time theft detection and foot traffic monitoring.

Strength

Resonates most effectively with the Strategic Loss Prevention Executive persona, outperforming other audience segments in mention rate.

Recommended Actions

Deploy an 'Alternative To' content matrix targeting RetailNext and Veesion.

Gemini already identifies Dragonfruit as an alternative; formalizing this with structured data and comparative content will solidify this position across other LLMs.

Optimize technical documentation for LLM discovery to target the IT Infrastructure Architect persona.

With only a 2% mention rate for IT personas, the brand is missing the technical validation required for enterprise-scale AI model deployment queries.

Revitalize loss prevention content to focus on 'real-time' and 'grocery' specific keywords.

Dragonfruit's only organic wins are in real-time theft detection via AI Overviews; doubling down on this specific niche will create a defensible topical authority.

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

Modernizing Loss Prevention(3 queries)

“how can i reduce shoplifting in my grocery stores without hiring more security guards”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Aldi

2.Checkpoint Systems

3.Gunnebo

4.Verkada

5.Rhombus Systems

+9 more

Claude

1.Verkada

2.Avigilon

3.Verint

4.Checkpoint Systems

5.Facewatch

+4 more

Gemini

1.Veesion

2.Everseen

3.Wanzl

4.Sensormatic Solutions

5.Clinton Electronics

+6 more

AI Overviews

1.storflex

2.New Hope Network

3.Flock Safety

4.Ravyx

5.Avigilon

+1 more

“best ai software for detecting theft in real time using my existing security cameras”

1/4 platforms mentioned

Core

The Strategic Loss Prevention Executive · VP of Asset Protection

ChatGPT

1.Everseen

2.Kroger

3.StopLift

4.Veesion

5.Ambient.ai

+2 more

Claude

1.Everseen

2.StopLift

3.Verint

4.Axis

5.Bosch

+6 more

Gemini

1.StopLift

2.Everseen

3.RTSP

4.ONVIF

5.Milestone

+8 more

AI Overviews

1.Veesion

2.Solink

3.Ambient.ai

4.Lexius

5.Dragonfruit AI

+2 more

“what tools help stop organized retail crime and shrinkage for a large retail chain”

0/4 platforms mentioned

Core

The Strategic Loss Prevention Executive · VP of Asset Protection

ChatGPT

1.Everseen

2.StopLift

3.Auror

4.Axis

5.Genetec

+26 more

Claude

1.Everseen

2.StopLift

3.Verint

4.Verkada

5.Anyvision

+22 more

Gemini

1.Everseen

2.StopLift

3.NCR

4.Malong Technologies

5.Auror

+11 more

AI Overviews

1.Loss Prevention Magazine

2.Salient Systems

3.Se-Kure Controls

4.Rocateq

5.Pelco

+3 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.

EasyFlow.tech

easyflow.tech

Dragonfruit AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Dragonfruit AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.