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

Pronto

Visibility27

Vibe95

Businesses/Pronto

AI Visibility & Sentiment

Pronto

Pronto is a communication platform that provides seamless messaging, video chat, and collaboration tools designed specifically for education institutions and business teams. The platform integrates with learning management systems and offers features like instant translation, file sharing, and admin oversight to keep teams connected and aligned.

Active Monitoring

pronto.io

Startups

AI Visibility Score

27/100

Low

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 Pronto today.

Pronto has successfully carved out a dominant niche within the Google Gemini ecosystem, achieving a 56% mention rate and top-tier rankings for LMS-integrated communication queries. However, this success is overshadowed by a total blackout on ChatGPT and a failure to capture any visibility for frontline operational queries, leaving the brand vulnerable to generalist competitors like Slack and Canvas.

Working in your favor

Commanding presence on Google Gemini with a 56% mention rate and an impressive average position of 4.8.

High authority in the 'LMS-Integrated Learning Architect' persona, particularly for queries regarding Blackboard and Canvas integrations.

Exceptional performance in AI Overviews for brand-specific vibe checks and student engagement queries, where it often holds the #1 or #2 spot.

Gaps to close

Complete invisibility on ChatGPT (0% mention rate), which is the primary tool for corporate decision-makers.

Zero visibility for frontline and franchise operations queries, such as managing bilingual kitchen teams or 10-location restaurant groups.

Underperformance in the K-12 sector, specifically missing on 'most trusted communication software' queries where competitors like Remind and ParentSquare dominate.

Opportunities

Translate Gemini success into ChatGPT visibility by seeding high-authority technical blogs and third-party reviews that LLMs use as training data.

Dominate the 'Bilingual/Translation' niche by creating specific landing pages and documentation around real-time translation features, a current void in their AI presence.

Leverage the 'Multi-Unit Restaurant' persona by targeting operational efficiency keywords that are currently being ignored by the AI models in relation to Pronto.

Highest-Impact Actions

Execute a ChatGPT-focused authority-building campaign via high-DA tech publications and review platforms.

A 0% mention rate on the world's most used AI platform is a critical barrier to growth in the enterprise and communication software space.

Develop and publish specific technical documentation and case studies focused on 'Frontline Operations' and 'Bilingual Translation'.

Pronto failed to appear in 100% of queries related to restaurant operations and bilingual teams, which are high-intent areas where they have a product advantage.

Optimize for the 'Compliance-Focused School District CIO' persona by emphasizing security and data privacy in public-facing PR.

Visibility for this persona currently lags at 29%, and securing mentions in 'trusted software' queries is essential to compete with Remind and ParentSquare.

Value Proposition

The only LMS-integrated messaging app built for education and the most advanced communications app for teams on the go, removing communication barriers with real-time connections, compliance-ready security, and instant translation features.

Overview

Mission

Our mission is to remove communication barriers, creating seamless, real-time connections that keep people aligned, engaged, and moving forward—wherever they are.

Products & Services

Instant Chat & Group MessagingVideo Conferencing & MeetingsLMS Integration for EducationLive TranslationFile Sharing & Task Management

Current State

Visibility Landscape

A high-level view of how Pronto 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	70	97	97	97
“What do you know about Pronto? What do they do and what's their reputation?”	Yes	#1	#1	#1
Core4q Product/service category queries	0	26	72	45
“how to manage communications for a 10 location restaurant group without using whatsapp, give me some professional app options”	No	No	No	No
“most trusted communication software for schools that isn't just email or slack”	No	No	#4	No
“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”	—	—	#4	No
“compare the best messaging integrations for blackboard and canvas for higher ed”	—	#9	#3	#1
Growth Areas2q Adjacent, aspirational & visionary	0	0	59	59
“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”	No	No	#2	#2
“how can i manage a bilingual kitchen team more effectively, are there any apps with live translation for chat”	No	No	No	No

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

Yes

“how to manage communications for a 10 location restaurant group without using whatsapp, give me some professional app options”

“most trusted communication software for schools that isn't just email or slack”

“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”

—

“compare the best messaging integrations for blackboard and canvas for higher ed”

—

“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”

“how can i manage a bilingual kitchen team more effectively, are there any apps with live translation for chat”

Competitive Landscape

Canvas

29 mentions

Slack

26 mentions

Microsoft Teams

19 mentions

Remind

16 mentions

Pronto

15 mentions

Yellowdig

12 mentions

Harmonize

12 mentions

Perusall

11 mentions

ParentSquare

11 mentions

ClassDojo

11 mentions

Piazza

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Commanding presence on Google Gemini with a 56% mention rate and an impressive average position of 4.8.

Strength

High authority in the 'LMS-Integrated Learning Architect' persona, particularly for queries regarding Blackboard and Canvas integrations.

Strength

Exceptional performance in AI Overviews for brand-specific vibe checks and student engagement queries, where it often holds the #1 or #2 spot.

Recommended Actions

Execute a ChatGPT-focused authority-building campaign via high-DA tech publications and review platforms.

A 0% mention rate on the world's most used AI platform is a critical barrier to growth in the enterprise and communication software space.

Develop and publish specific technical documentation and case studies focused on 'Frontline Operations' and 'Bilingual Translation'.

Pronto failed to appear in 100% of queries related to restaurant operations and bilingual teams, which are high-intent areas where they have a product advantage.

Optimize for the 'Compliance-Focused School District CIO' persona by emphasizing security and data privacy in public-facing PR.

Visibility for this persona currently lags at 29%, and securing mentions in 'trusted software' queries is essential to compete with Remind and ParentSquare.

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

LMS Integration And Student Engagement(3 queries)

“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”

2/4 platforms mentioned

Adjacent

ChatGPT

1.Canvas

2.Zoom

3.Microsoft Teams

4.Piazza

5.Yellowdig

+8 more

Claude

1.Canvas

2.Harmonize

3.Meridian Community College

4.Kialo

5.Office 365

Gemini

1.Canvas

2.Yellowdig

3.Pronto

4.Slack

5.Perusall

+2 more

AI Overviews

1.Canvas

2.Pronto

3.Harmonize

4.Perusall

5.Hypothesis

+9 more

“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”

1/2 platforms mentioned

Core

The LMS-Integrated Learning Architect · Instructional Designer / EdTech Coordinator

Gemini

1.Canvas

2.Blackboard

3.Slack

4.Pronto

5.Yellowdig

+5 more

AI Overviews

1.the Learning Counsel

2.Remind

3.Google Drive

4.ClassDojo

5.StudentSquare

+8 more

“compare the best messaging integrations for blackboard and canvas for higher ed”

2/3 platforms mentioned

Core

The LMS-Integrated Learning Architect · Instructional Designer / EdTech Coordinator

Claude

1.Blackboard

2.Canvas

3.Blackboard Learn

4.IMS LTI

5.LTI Advantage

+11 more

Gemini

1.Canvas

2.Blackboard

3.Slack

4.Pronto

5.Ed Discussion

+5 more

AI Overviews

1.Blackboard

2.Canvas

3.Microsoft Teams

4.Blackboard Ultra

5.Word

8.Pronto

+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.

Canvas

cosocloud.com

Web1 ref

Connecting A Team In Canvas 5982b44c 1225 4c97 91aa 611d047a8d5c

support.microsoft.com

Web1 ref

48001065444 Configure Piazza Within Canvas

support.piazza.com

Web1 ref

14092199491732 Canvas LTI 1 3 Setup Guide FOR ADMINISTRATORS

support.yellowdig.co

Web1 ref

Ed Discussion

canvas.caltech.edu

Edu1 ref

Canvas 3

voicethread.com

Web1 ref

Canvas

screenpal.com

Web1 ref

Lms Integration Perusall

perusall.com

Web1 ref

Hypothesis

teachingcommons.stanford.edu

Edu1 ref

Integrations

tophat.com

Web1 ref

Flip No Longer Available In Canvas

oit.utk.edu

Edu1 ref

Canvas Microsoft Teams Integration To Be Deprecated Jun 15 2025

it.psu.edu

Edu1 ref

Lti

piazza.com

Web1 ref

Demand Page - Canvas Discussion Board

harmonizelearning.com

Web1 ref

Canvas Discussions - Teaching.IU

toolfinder.iu.edu

Edu1 ref

Brand Identity

Brand Voice & Style

How AI perceives Pronto's communication style and personality

Pronto communicates with a friendly, approachable tone that emphasizes simplicity and connection. The brand voice is professional yet warm, using clear and direct language that avoids jargon while highlighting practical benefits. There's an underlying sense of urgency around solving communication problems, balanced with optimism about the solutions Pronto provides. The messaging consistently focuses on human connection, collaboration, and making complex communication challenges feel manageable and even enjoyable.

Core Tone Traits

Friendly & Approachable

Uses warm, conversational language that makes technology feel accessible to all users

Solution-Oriented

Focuses on solving real problems with clear, practical benefits rather than technical features

Confident & Trustworthy

Speaks with authority about communication challenges while building trust through customer proof points

Energetic & Optimistic

Conveys enthusiasm about connection and collaboration with an upbeat, forward-looking perspective

Visual Identity

Primary

#26E2B9

Secondary

#FFFFFF

Accent

#0D0D0D

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Origin 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 March 3, 2026.

Start getting
recommended by AI.

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Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Businesses/Pronto

AI Visibility & Sentiment

Pronto

Active Monitoring

pronto.io

Startups

AI Visibility Score

27/100

Low

Sentiment Score

95/100

Score by Priority

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Pronto today.

Working in your favor

Commanding presence on Google Gemini with a 56% mention rate and an impressive average position of 4.8.

High authority in the 'LMS-Integrated Learning Architect' persona, particularly for queries regarding Blackboard and Canvas integrations.

Exceptional performance in AI Overviews for brand-specific vibe checks and student engagement queries, where it often holds the #1 or #2 spot.

Gaps to close

Complete invisibility on ChatGPT (0% mention rate), which is the primary tool for corporate decision-makers.

Zero visibility for frontline and franchise operations queries, such as managing bilingual kitchen teams or 10-location restaurant groups.

Underperformance in the K-12 sector, specifically missing on 'most trusted communication software' queries where competitors like Remind and ParentSquare dominate.

Opportunities

Translate Gemini success into ChatGPT visibility by seeding high-authority technical blogs and third-party reviews that LLMs use as training data.

Dominate the 'Bilingual/Translation' niche by creating specific landing pages and documentation around real-time translation features, a current void in their AI presence.

Leverage the 'Multi-Unit Restaurant' persona by targeting operational efficiency keywords that are currently being ignored by the AI models in relation to Pronto.

Highest-Impact Actions

Execute a ChatGPT-focused authority-building campaign via high-DA tech publications and review platforms.

A 0% mention rate on the world's most used AI platform is a critical barrier to growth in the enterprise and communication software space.

Develop and publish specific technical documentation and case studies focused on 'Frontline Operations' and 'Bilingual Translation'.

Pronto failed to appear in 100% of queries related to restaurant operations and bilingual teams, which are high-intent areas where they have a product advantage.

Optimize for the 'Compliance-Focused School District CIO' persona by emphasizing security and data privacy in public-facing PR.

Visibility for this persona currently lags at 29%, and securing mentions in 'trusted software' queries is essential to compete with Remind and ParentSquare.

Value Proposition

Overview

Mission

Our mission is to remove communication barriers, creating seamless, real-time connections that keep people aligned, engaged, and moving forward—wherever they are.

Products & Services

Instant Chat & Group MessagingVideo Conferencing & MeetingsLMS Integration for EducationLive TranslationFile Sharing & Task Management

Current State

Visibility Landscape

A high-level view of how Pronto 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	70	97	97	97
“What do you know about Pronto? What do they do and what's their reputation?”	Yes	#1	#1	#1
Core4q Product/service category queries	0	26	72	45
“how to manage communications for a 10 location restaurant group without using whatsapp, give me some professional app options”	No	No	No	No
“most trusted communication software for schools that isn't just email or slack”	No	No	#4	No
“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”	—	—	#4	No
“compare the best messaging integrations for blackboard and canvas for higher ed”	—	#9	#3	#1
Growth Areas2q Adjacent, aspirational & visionary	0	0	59	59
“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”	No	No	#2	#2
“how can i manage a bilingual kitchen team more effectively, are there any apps with live translation for chat”	No	No	No	No

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

Yes

“how to manage communications for a 10 location restaurant group without using whatsapp, give me some professional app options”

“most trusted communication software for schools that isn't just email or slack”

“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”

—

“compare the best messaging integrations for blackboard and canvas for higher ed”

—

“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”

“how can i manage a bilingual kitchen team more effectively, are there any apps with live translation for chat”

Competitive Landscape

Canvas

29 mentions

Slack

26 mentions

Microsoft Teams

19 mentions

Remind

16 mentions

Pronto

15 mentions

Yellowdig

12 mentions

Harmonize

12 mentions

Perusall

11 mentions

ParentSquare

11 mentions

ClassDojo

11 mentions

Piazza

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Commanding presence on Google Gemini with a 56% mention rate and an impressive average position of 4.8.

Strength

High authority in the 'LMS-Integrated Learning Architect' persona, particularly for queries regarding Blackboard and Canvas integrations.

Strength

Exceptional performance in AI Overviews for brand-specific vibe checks and student engagement queries, where it often holds the #1 or #2 spot.

Recommended Actions

Execute a ChatGPT-focused authority-building campaign via high-DA tech publications and review platforms.

A 0% mention rate on the world's most used AI platform is a critical barrier to growth in the enterprise and communication software space.

Develop and publish specific technical documentation and case studies focused on 'Frontline Operations' and 'Bilingual Translation'.

Pronto failed to appear in 100% of queries related to restaurant operations and bilingual teams, which are high-intent areas where they have a product advantage.

Optimize for the 'Compliance-Focused School District CIO' persona by emphasizing security and data privacy in public-facing PR.

Visibility for this persona currently lags at 29%, and securing mentions in 'trusted software' queries is essential to compete with Remind and ParentSquare.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

LMS Integration And Student Engagement(3 queries)

“best way to get college students to actually talk to each other in online classes, looking for tools that sync with canvas”

2/4 platforms mentioned

Adjacent

ChatGPT

1.Canvas

2.Zoom

3.Microsoft Teams

4.Piazza

5.Yellowdig

+8 more

Claude

1.Canvas

2.Harmonize

3.Meridian Community College

4.Kialo

5.Office 365

Gemini

1.Canvas

2.Yellowdig

3.Pronto

4.Slack

5.Perusall

+2 more

AI Overviews

1.Canvas

2.Pronto

3.Harmonize

4.Perusall

5.Hypothesis

+9 more

“how can i improve communication between teachers and students without using personal phone numbers, what specific apps should I look at”

1/2 platforms mentioned

Core

The LMS-Integrated Learning Architect · Instructional Designer / EdTech Coordinator

Gemini

1.Canvas

2.Blackboard

3.Slack

4.Pronto

5.Yellowdig

+5 more

AI Overviews

1.the Learning Counsel

2.Remind

3.Google Drive

4.ClassDojo

5.StudentSquare

+8 more

“compare the best messaging integrations for blackboard and canvas for higher ed”

2/3 platforms mentioned

Core

The LMS-Integrated Learning Architect · Instructional Designer / EdTech Coordinator

Claude

1.Blackboard

2.Canvas

3.Blackboard Learn

4.IMS LTI

5.LTI Advantage

+11 more

Gemini

1.Canvas

2.Blackboard

3.Slack

4.Pronto

5.Ed Discussion

+5 more

AI Overviews

1.Blackboard

2.Canvas

3.Microsoft Teams

4.Blackboard Ultra

5.Word

8.Pronto

+6 more

Source Intelligence

Citations

Canvas

cosocloud.com

Web1 ref

Connecting A Team In Canvas 5982b44c 1225 4c97 91aa 611d047a8d5c

support.microsoft.com

Web1 ref

48001065444 Configure Piazza Within Canvas

support.piazza.com

Web1 ref

14092199491732 Canvas LTI 1 3 Setup Guide FOR ADMINISTRATORS

support.yellowdig.co

Web1 ref

Ed Discussion

canvas.caltech.edu

Edu1 ref

Canvas 3

voicethread.com

Web1 ref

Canvas

screenpal.com

Web1 ref

Lms Integration Perusall

perusall.com

Web1 ref

Hypothesis

teachingcommons.stanford.edu

Edu1 ref

Integrations

tophat.com

Web1 ref

Flip No Longer Available In Canvas

oit.utk.edu

Edu1 ref

Canvas Microsoft Teams Integration To Be Deprecated Jun 15 2025

it.psu.edu

Edu1 ref

Lti

piazza.com

Web1 ref

Demand Page - Canvas Discussion Board

harmonizelearning.com

Web1 ref

Canvas Discussions - Teaching.IU

toolfinder.iu.edu

Edu1 ref

Brand Identity

Brand Voice & Style

How AI perceives Pronto's communication style and personality

Core Tone Traits

Friendly & Approachable

Uses warm, conversational language that makes technology feel accessible to all users

Solution-Oriented

Focuses on solving real problems with clear, practical benefits rather than technical features

Confident & Trustworthy

Speaks with authority about communication challenges while building trust through customer proof points

Energetic & Optimistic

Conveys enthusiasm about connection and collaboration with an upbeat, forward-looking perspective

Visual Identity

Primary

#26E2B9

Secondary

#FFFFFF

Accent

#0D0D0D

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Origin Ventures

Engineer content that makes AI agents recommend you

Data generated by Pendium.ai AI visibility scanning. Last scanned March 3, 2026.

Pronto

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Pronto

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

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.