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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MAI

Visibility0

Vibe63

Businesses/Marketing Technology (MarTech) / Advertising Technology (AdTech)/MAI

AI Visibility & Sentiment

MAI

MAI is an AI-driven performance marketing platform that utilizes autonomous agents to manage and optimize Google Ads campaigns in real-time. By operating at machine speed, it allows e-commerce brands to scale profitably by eliminating the lag associated with manual campaign management.

Active Monitoring

mai.co

Marketing Technology (MarTech) / Advertising Technology (AdTech)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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 MAI today.

MAI is currently missing from the AI-driven consideration sets of performance marketers, leaving significant market share to competitors like Revealbot and Madgicx. Despite a growing footprint in brand-specific queries on Gemini, the brand lacks any presence in high-intent conversations regarding autonomous ad management and e-commerce scaling.

Working in your favor

Initial brand recognition within Gemini when users explicitly query 'MAI' by name.

Gaps to close

Total absence in 'Core' intent queries related to autonomous AI agents and predictive bidding engines.

Failure to intercept decision-makers searching for alternatives to established MarTech stacks like Optmyzr and Madgicx.

Lack of visibility for growth-focused e-commerce founders and performance marketing directors on key industry platforms.

Opportunities

Capitalize on the 'alternative' category by positioning MAI as the superior choice to legacy tools in AI-curated comparison lists.

Optimize content to align with 'Performance Marketing Automation' and 'Ad Spend Efficiency' query clusters.

Develop specific case studies that address the 'real-time budget reallocation' needs of high-growth D2C operations.

Highest-Impact Actions

Implement a semantic SEO and AI-contextualization strategy targeting 'alternative to' queries for Madgicx and Optmyzr.

Competitors are currently dominating these high-intent searches; positioning MAI as a primary alternative is the fastest route to consideration.

Create authoritative technical content focusing on 'autonomous AI agents' and 'predictive bidding' to capture bottom-of-funnel traffic.

These are the exact queries used by your target personas, yet MAI is invisible, allowing competitors to claim the 'AI leader' narrative.

Produce performance-driven case studies detailing real-time budget reallocation to serve the E-commerce Founder persona.

The data shows high interest in operational efficiency tools, but currently no brand is effectively capturing this narrative for the D2C segment.

Value Proposition

Autonomous machine-speed optimization that eliminates human lag by making thousands of micro-decisions daily, ensuring budgets are always shifted to high-performing signals to maximize ROAS.

Overview

Mission

To redefine performance marketing through autonomous intelligence.

Products & Services

Autonomous AI Agents for Google AdsReal-Time Budget ReallocatorPredictive Bidding EnginePerformance Justification Reporting

Current State

Visibility Landscape

A high-level view of how MAI 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	—
“What do you know about MAI? What do they do and what's their reputation?”	—	—	#1	—
Core5q Product/service category queries	0	0	0	0
“what are the best autonomous ai agents for google ads management right now”	No	No	No	No
“which platforms have the best predictive bidding engines for e-commerce brands”	—	—	No	—
“need a tool that can do real-time budget reallocation between google ads campaigns automatically”	—	—	No	—
“what are some alternatives to madgicx and optmyzr that focus on autonomous optimization”	—	—	No	—
“what platforms provide the most actionable performance justification reporting for e-commerce”	—	—	No	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	0	—
“top-rated adtech platforms for smes that actually save me time every day”	—	—	No	—
“what software tools should i use to scale my d2c e-commerce store profitably this year”	—	—	No	—
“best apps and tools to help manage performance marketing for a growing online retail brand”	—	—	No	—
“how do i start scaling my ad spend without losing control of my profit margins”	—	—	No	—

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

—

“what are the best autonomous ai agents for google ads management right now”

“which platforms have the best predictive bidding engines for e-commerce brands”

—

“need a tool that can do real-time budget reallocation between google ads campaigns automatically”

—

“what are some alternatives to madgicx and optmyzr that focus on autonomous optimization”

—

“what platforms provide the most actionable performance justification reporting for e-commerce”

—

“top-rated adtech platforms for smes that actually save me time every day”

—

“what software tools should i use to scale my d2c e-commerce store profitably this year”

—

“best apps and tools to help manage performance marketing for a growing online retail brand”

—

“how do i start scaling my ad spend without losing control of my profit margins”

—

Competitive Landscape

Revealbot

25 mentions

Madgicx

22 mentions

Optmyzr

20 mentions

Northbeam

10 mentions

Triple Whale

9 mentions

Shopify

7 mentions

Rockerbox

7 mentions

Skai (Kenshoo)

6 mentions

Adzooma

5 mentions

Albert.ai

5 mentions

MAI

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Initial brand recognition within Gemini when users explicitly query 'MAI' by name.

Gap

Total absence in 'Core' intent queries related to autonomous AI agents and predictive bidding engines.

Gap

Failure to intercept decision-makers searching for alternatives to established MarTech stacks like Optmyzr and Madgicx.

Recommended Actions

Implement a semantic SEO and AI-contextualization strategy targeting 'alternative to' queries for Madgicx and Optmyzr.

Competitors are currently dominating these high-intent searches; positioning MAI as a primary alternative is the fastest route to consideration.

Create authoritative technical content focusing on 'autonomous AI agents' and 'predictive bidding' to capture bottom-of-funnel traffic.

These are the exact queries used by your target personas, yet MAI is invisible, allowing competitors to claim the 'AI leader' narrative.

Produce performance-driven case studies detailing real-time budget reallocation to serve the E-commerce Founder persona.

The data shows high interest in operational efficiency tools, but currently no brand is effectively capturing this narrative for the D2C segment.

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

Performance Marketing Automation And Ad Spend Efficiency(3 queries)

“what are the best autonomous ai agents for google ads management right now”

0/4 platforms mentioned

Core

ChatGPT

1.Optmyzr

2.Albert

3.Ryze AI

4.Acquisio (Turing)

5.Skai (Kenshoo)

+3 more

Claude

1.Albert.ai

2.Trapica

3.Acquisio

4.Revealbot

5.Adsroid

Gemini

1.Albert.ai

2.Ryze AI

3.Optmyzr

4.Adsroid

5.Slack

+2 more

AI Overviews

1.groas

2.Parallel AI

3.Albert.ai

4.Optmyzr

5.Ads Advisor

+1 more

“which platforms have the best predictive bidding engines for e-commerce brands”

0/1 platforms mentioned

Core

Gemini

1.Skai (Kenshoo)

2.Marin Software

3.Pacvue

4.Quartile

5.Flywheel (Perpetua)

+5 more

“need a tool that can do real-time budget reallocation between google ads campaigns automatically”

0/1 platforms mentioned

Core

Gemini

1.Adpulse

2.Optmyzr

3.Shape.io

4.Acquisio

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.

Optmyzr February 2026 update

help.optmyzr.com

MAI

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

MAI

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.