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.

Roadmap Pricing

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AILabeling

Visibility0

Vibe50

Businesses/Business/Productivity Software/AILabeling

AI Visibility & Sentiment

AILabeling

AILabeling provides a web-based tool and Google Sheets add-on that enables users to design, merge, and print professional-grade labels directly from spreadsheet data. The platform automates the mapping of spreadsheet columns to label fields, helping businesses and individuals achieve accurate, professional results for logistics, retail, and events.

Active Monitoring

ailabeling.app

Business/Productivity Software

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe AILabeling today.

AILabeling is currently invisible in the AI-driven consideration phase for label automation, failing to capture any mindshare despite clear demand from e-commerce entrepreneurs and warehouse operators. While the brand maintains a baseline presence in direct search queries, it is completely absent from the AI-generated recommendations where competitors like Labelmaker and Avery capture 100% of the relevant traffic.

Working in your favor

Brand recognition exists in direct navigational or brand-specific 'vibe check' queries on ChatGPT and Gemini.

Gaps to close

Zero mention rate in core business productivity categories such as 'efficient labeling solutions' and 'Google Workspace add-ons'.

Total failure to intercept users seeking alternatives to legacy providers like Avery or Labeljoy.

Absence of brand positioning for key personas including efficiency-obsessed e-commerce entrepreneurs and logistics coordinators.

Opportunities

Establishing thought leadership in AI-recommended Google Workspace integration ecosystems.

Optimizing content for 'alternative to' query clusters where users are actively looking to switch providers.

Aligning value propositions with the specific operational pain points of logistics and warehouse management.

Highest-Impact Actions

Develop and syndicate technical content regarding AI-integrated mail merge and Google Sheets workflows.

Competitors are winning by positioning themselves as the go-to utility for Google Sheets users; AILabeling must become part of that conversation.

Execute a structured 'Alternative To' content strategy targeting comparisons against Labelmaker and Avery.

Users are explicitly searching for better labeling tools, and AILabeling is losing these high-intent conversion opportunities by not showing up in the evaluation phase.

Target long-tail 'how-to' queries related to label alignment and warehouse management software.

Providing educational value for technical frustrations will build the topical authority required to be cited as a solution by AI models.

Value Proposition

AILabeling offers a specialized Printer Setup Wizard to guarantee alignment accuracy and provides a library of pre-formatted, professional label templates that integrate seamlessly with Google Sheets data.

Overview

Mission

A simple way to design, merge and print professional labels directly from Google Sheets.

Products & Services

AILabeling Google Sheets Add-onReady-Made Label LayoutsPrinter Setup WizardLive Design PreviewPDF Export & Direct PrintGoogle Sheets Add-onPrepaid label printing actionsLabel template library

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	50	—
“What do you know about AILabeling? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	—
Core5q Product/service category queries	0	0	0	0
“what is the easiest way to print labels from google sheets without doing it one by one”	No	No	No	No
“what features should i look for in a professional labeling tool for small business”	No	No	No	No
“best google sheets add-ons for printing labels for my e-commerce shop”	No	No	No	No
“is there something better than avery label merge that works well with google sheets”	No	No	No	No
“are there any reliable alternatives to labeljoy or label live for spreadsheet users”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“must-have google workspace add-ons for managing warehouse logistics and inventory”	—	No	No	No
“what software tools should i use for organizing event badges and attendee info”	No	No	No	No
“best low cost office automation tools for a small retail business”	No	No	No	No
“how do i make sure my address labels actually line up correctly when i print them”	No	No	No	No

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

Neutral

—

“what is the easiest way to print labels from google sheets without doing it one by one”

“what features should i look for in a professional labeling tool for small business”

“best google sheets add-ons for printing labels for my e-commerce shop”

“is there something better than avery label merge that works well with google sheets”

“are there any reliable alternatives to labeljoy or label live for spreadsheet users”

“must-have google workspace add-ons for managing warehouse logistics and inventory”

—

“what software tools should i use for organizing event badges and attendee info”

“best low cost office automation tools for a small retail business”

“how do i make sure my address labels actually line up correctly when i print them”

Competitive Landscape

Labelmaker

23 mentions

Zapier

23 mentions

Avery

22 mentions

Zebra

21 mentions

Foxy Labels

20 mentions

Label Sheets & Rolls

16 mentions

Make

16 mentions

Herma

15 mentions

Label Live

15 mentions

Avery Label Merge

14 mentions

AILabeling

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in direct navigational or brand-specific 'vibe check' queries on ChatGPT and Gemini.

Gap

Zero mention rate in core business productivity categories such as 'efficient labeling solutions' and 'Google Workspace add-ons'.

Gap

Total failure to intercept users seeking alternatives to legacy providers like Avery or Labeljoy.

Recommended Actions

Develop and syndicate technical content regarding AI-integrated mail merge and Google Sheets workflows.

Competitors are winning by positioning themselves as the go-to utility for Google Sheets users; AILabeling must become part of that conversation.

Execute a structured 'Alternative To' content strategy targeting comparisons against Labelmaker and Avery.

Users are explicitly searching for better labeling tools, and AILabeling is losing these high-intent conversion opportunities by not showing up in the evaluation phase.

Target long-tail 'how-to' queries related to label alignment and warehouse management software.

Providing educational value for technical frustrations will build the topical authority required to be cited as a solution by AI models.

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

Efficient Labeling And Mail Merge Solutions(3 queries)

“what is the easiest way to print labels from google sheets without doing it one by one”

0/4 platforms mentioned

Core

ChatGPT

1.Avery Label Merge

2.Microsoft Word

3.Autocrat

4.Avery Design & Print

5.DYMO Connect

+2 more

Claude

1.Labelmaker

2.Avery

3.SheetLabels

4.Online Labels

5.Herma

+2 more

Gemini

1.Label Maker

2.Avery

3.SheetLabels.com

4.OnlineLabels

5.Avery Label Merge

+2 more

AI Overviews

1.Labelmaker

2.Avery Label Merge

3.Avery (Avery Label Maker)

4.OnlineLabels

“best google sheets add-ons for printing labels for my e-commerce shop”

0/4 platforms mentioned

Core

The Efficiency-Obsessed E-commerce Entrepreneur · Founder and Operations Manager

ChatGPT

1.Foxy Labels

2.Avery Label Merge

3.Labelmaker (PrintPerfect)

4.SheetLabel

5.Dymo

+8 more

Claude

1.Labelmaker

2.Avery

3.SheetLabels

4.Online Labels

5.Herma

+1 more

Gemini

1.Merlin

2.Form Approvals

3.Yet Another Mail Merge (YAMM)

4.Shopify (Order Printer)

5.Shippo

+1 more

AI Overviews

1.Labelmaker

2.Avery (Avery Label Merge)

3.Online Labels

4.SheetLabels.com

5.Label Sheets & Rolls

+1 more

“is there something better than avery label merge that works well with google sheets”

0/4 platforms mentioned

Core

The Efficiency-Obsessed E-commerce Entrepreneur · Founder and Operations Manager

ChatGPT

1.Avery Label Merge

2.AutoCrat

3.Mergo

4.ShipStation

5.Shippo

+2 more

Claude

1.Avery Label Merge

2.Labelmaker

3.Avery Labels

4.SheetLabels.com

5.Online Labels

+4 more

Gemini

1.Avery Label Merge

2.ShipStation

3.Shippo

4.Easyship

5.Zapier

+1 more

AI Overviews

1.Avery (Avery Label Merge)

2.Labelmaker

3.SheetLabels.com

4.OnlineLabels.com

5.Herma

+4 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 print labels for a mailing list in Google Sheets?

labelsmerge.com

AILabeling

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Business/Productivity Software

Start gettingrecommended by AI.

Frequently asked questions

AILabeling

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Business/Productivity Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.