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

Visibility42

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

42/100

Moderate

Sentiment Score

95/100

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 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.

Working in your favor

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

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

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

Gaps to close

Critically low 8% visibility on Claude, representing a significant blind spot for high-end technical and enterprise users.

Poor performance in the Operational Efficiency & Labor Management category, where the brand frequently fails to appear for 'lunch rush' or 'labor shortage' queries.

Underperformance with the Enterprise Operations Director persona, characterized by an average position of 8.8 which is effectively invisible in competitive research.

Opportunities

Pivot content strategy toward 'labor displacement' and 'operational efficiency' to capture users looking for solutions rather than just products.

Target the drive-thru ordering category specifically on ChatGPT and AI Overviews where visibility is currently fragmented.

Capitalize on existing POS integration mentions on Claude (#2) to expand into broader technology stack recommendations.

Highest-Impact 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.

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 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 ConverseNow? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	35	42	84	41
“recommend some ai voice bots for drive thru ordering”	No	No	#8	#15
“how to integrate ai ordering with my current restaurant pos system”	#12	#2	#3	No
“best reviewed ai voice ordering companies for qsr brands”	#12	No	#7	#1
“best way to automate phone orders so they go straight to the kitchen, specific tech recommendations please”	No	No	#4	No
Growth Areas1q Adjacent, aspirational & visionary	70	0	85	0
“how can i handle a lunch rush with 2 fewer employees in my burger shop”	#12	No	#5	No

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

“recommend some ai voice bots for drive thru ordering”

#15

“how to integrate ai ordering with my current restaurant pos system”

#12

“best reviewed ai voice ordering companies for qsr brands”

#12

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

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

#12

Competitive Landscape

Toast

26 mentions

ConverseNow

17 mentions

Square

12 mentions

Presto

12 mentions

NCR Aloha

12 mentions

SoundHound AI

10 mentions

Olo

10 mentions

7shifts

8 mentions

Valyant AI

8 mentions

Hi Auto

8 mentions

Clover

8 mentions

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

ConverseNow

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Restaurant Technology

Start gettingrecommended by AI.

Frequently asked questions

ConverseNow

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Restaurant Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.