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

ConverseNow

Visibility40

Vibe95

Businesses/Restaurant Technology/ConverseNow

AI Visibility & Sentiment

ConverseNow

ConverseNow is an AI-powered voice ordering platform designed specifically for the restaurant industry. Founded in 2018 and headquartered in Austin, Texas, the company provides automated phone, drive-thru, SMS, and kiosk ordering solutions that help restaurants increase efficiency, boost revenue, and improve customer experience.

Active Monitoring

conversenow.ai

Restaurant Technology Startups

AI Visibility Score

40/100

Moderate

Sentiment Score

95/100

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 ConverseNow today.

ConverseNow has effectively cornered the Google AI ecosystem with a commanding 83% visibility rate on Gemini, yet it remains a ghost brand on Claude and is buried in deep rankings on ChatGPT. While the brand owns its own identity in direct vibe checks, it is dangerously absent from high-intent operational problem-solving conversations where legacy competitors like Toast and Presto are currently defining the narrative.

Value Proposition

Fully customizable AI voice ordering that delivers branded guest experiences, 95%+ order accuracy, 24/7 availability, and seamless POS integration—enabling restaurants to capture every order while freeing staff to focus on food preparation and service.

Overview

Mission

AI Your Way - Voice AI designed to deliver a branded and fully customizable experience for each guest, improving customer satisfaction, driving frequency of spend, and giving restaurants full control.

Products & Services

Phone Order AI - 24/7 voice AI order taking for phone ordersDrive-Thru Automation - AI-powered drive-thru order processingSMS AI Conversations - Text-based ordering and customer engagementOrder Injection API - Integration for mobile apps and kiosksPOS System Integrations - Seamless connection with major restaurant POS systems

Current State

Visibility Landscape

A high-level view of how ConverseNow 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	23	33	77	36
Core Topics Product/service category queries	18	0	49	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

Toast

26 mentions

Square

12 mentions

Presto

12 mentions

NCR Aloha

12 mentions

SoundHound AI

10 mentions

Olo

10 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant 83% mention rate on Gemini, establishing a strong foothold in Google-driven AI responses.

Strength

Perfect #1 positioning across all platforms for direct brand-specific queries, ensuring a strong first impression for users searching for ConverseNow specifically.

Strength

Resonance with the Tech-Forward Independent Restaurateur persona, achieving a 63% visibility rate.

Recommended Actions

Execute a platform-specific data seeding strategy for Claude and ChatGPT focusing on enterprise labor solutions.

With an 8% mention rate on Claude and a 12.0 average position on ChatGPT, ConverseNow is being outpaced by SoundHound AI and Presto in these critical decision-making environments.

Develop and publish 'Operational Efficiency' case studies targeting the 'lunch rush' and 'reduced headcount' search intent.

The brand was not mentioned in 50% of queries related to handling a lunch rush with fewer employees, allowing competitors like Toast to own the 'solution' narrative.

Optimize technical partnership content specifically for POS integration queries.

While Gemini shows strength here, boosting performance on ChatGPT (currently #12) for integration-related searches will secure ConverseNow's place in the broader tech stack conversation.

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

Operational Efficiency & Labor Management(2 queries)

“how can i handle a lunch rush with 2 fewer employees in my burger shop”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Instawork

2.PeopleReady

3.Snagajob

4.Toast

5.Square for Restaurants

+8 more

Claude

1.Toast POS

2.Square

Gemini

1.Otter

2.Hubster

3.UberEats

4.DoorDash

5.Grubhub

+7 more

AI Overviews

1.WebstaurantStore

2.Tork

3.Incentivio

“best way to automate phone orders so they go straight to the kitchen, specific tech recommendations please”

1/4 platforms mentioned

Core

The Multi-Unit Franchisee Owner · Franchise Owner/Operator

ChatGPT

1.NCR Aloha

2.Twilio

3.Dialogflow

4.SYNQ3

5.Olo

+11 more

Claude

1.NCR Aloha

2.SYNQ3

3.Presto

4.Toast Takeout

5.Lavu

Gemini

1.NCR Aloha KDS

2.KFC

3.Taco Bell

4.ConverseNow

5.George

+11 more

AI Overviews

1.Loman AI

2.VOICEplug AI

3.Loman.ai

4.Toast

5.Square

+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.

How To Handle a Staffing Shortage - Webstaurant Store

webstaurantstore.com

Web1 ref

Understaffed? 7 Helpful Tips for Leading a Lean Team - Insperity

insperity.com

Web1 ref

How to Speed Up Service During a Rush - Tundra Restaurant Supply

tundrafmp.com

Web1 ref

Restaurant Owners Explain Ways to Adapt to Being Short ...

chefstore.com

Web1 ref

Mastering the Rush Hour: Essential Strategies for Smooth ...

incentivio.com

Web1 ref

Five tips for coping with staff shortages in the restaurant industry

betterbusiness.torkusa.com

Web1 ref

How to Manage Restaurant Staffing Shortage

youtube.com

Video1 ref

5 Easy Ways to Speed Up Service at a Short-Staffed Restaurant

lavu.com

Web1 ref

How the Best Restaurants Stay Fast When Staffing Is Thin

fastcasual.com

Web1 ref

Top 5 Strategies for Restaurant Staff Shortages - Restolabs

restolabs.com

Web1 ref

How to Handle Staffing Shortages - Expert Restaurant Supply

expertrestaurantsupply.com

Web1 ref

What do you guys do when you have excessively short staff for ...

reddit.com

Forum1 ref

AI Order Management for Restaurants Dec 2025 - Loman AI

loman.ai

Web1 ref

Voice AI for Restaurant POS Systems — Square, Clover & More

foreva.ai

Web1 ref

OrderAI Now Works With All Major Restaurant POS Systems

hungerrush.com

Web1 ref

Competitive Landscape

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

Toast26 mentions

ConverseNow17 mentions

Square12 mentions

Presto12 mentions

NCR Aloha12 mentions

SoundHound AI10 mentions

Olo10 mentions

7shifts8 mentions

Valyant AI8 mentions

Hi Auto8 mentions

Clover8 mentions

Brand Identity

Brand Voice & Style

How AI perceives ConverseNow's communication style and personality

ConverseNow communicates with a confident, results-driven tone that balances technical expertise with approachable language. The brand emphasizes measurable outcomes (95%+ accuracy, 20% ticket increases) while maintaining a customer-centric focus on 'AI Your Way' customization. The voice is professional yet warm, speaking directly to restaurant operators' pain points around staffing, missed orders, and guest experience. They use industry-specific language that resonates with restaurant professionals while avoiding overly technical jargon.

Core Tone Traits

Results-Oriented

Leads with concrete metrics and ROI data to demonstrate value

Customer-Centric

Emphasizes customization and putting guest experience first

Confident & Authoritative

Positions as industry leader with proven deployments and expertise

Approachable & Supportive

Frames AI as a helpful 'digital best friend' rather than cold technology

Backing

Investors

Craft Ventures

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 28, 2026.