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

Get a demo

Didoo AI

Visibility0

Vibe75

Businesses/Advertising Technology (AdTech) / Software as a Service (SaaS)/Didoo AI

AI Visibility & Sentiment

Didoo AI

Didoo AI is an autonomous meta advertising platform that uses generative AI to transform website URLs into optimized Facebook and Instagram ad campaigns in under 60 seconds. It automates the entire advertising lifecycle, including creative production, audience targeting, and real-time budget optimization to help businesses achieve enterprise-grade growth.

Active Monitoring

didoo.ai

Advertising Technology (AdTech) / Software as a Service (SaaS)

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

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 Didoo AI today.

Didoo AI is currently a non-entity in the competitive AdTech discovery landscape, possessing zero brand presence in the critical decision-making queries where your competitors like Madgicx and Revealbot thrive. While the brand is recognized when explicitly queried by name, it fails to capture any share of voice in the high-intent segments where e-commerce founders and agency leads are actively seeking automated advertising solutions.

Working in your favor

Successful brand name recognition and information retrieval when explicitly queried across all major LLMs including ChatGPT, Claude, and Gemini.

Gaps to close

Total absence in 'Core' intent queries such as automated Meta advertising tools and Shopify-compatible growth hacking software.

Complete failure to appear in recommendations for 'AdTech Evaluation' searches, allowing competitors like Madgicx and AdCreative.ai to monopolize the conversation.

Lack of association with high-value buyer personas, specifically the Technical Agency Campaign Lead and Data-Driven E-commerce Founder.

Opportunities

Exploit the competitive landscape by positioning Didoo AI as the superior alternative to established but aging tools like Revealbot or AdRoll.

Integrate technical documentation and customer success stories into the training data to align with e-commerce growth hacking intent.

Optimize digital properties for semantic relevance to the 'Automated Meta Advertising' cluster to intercept traffic currently flowing to competitors.

Highest-Impact Actions

Execute an aggressive AI-focused content strategy targeting high-intent 'best of' search terms related to automated Meta ads.

Competitors are winning by occupying the top-tier response slots for these specific pain points; Didoo AI must provide comparable or better authoritative content to be considered by LLM recommendation engines.

Develop and publish detailed technical comparison whitepapers that specifically mention Didoo AI alongside top industry competitors.

LLMs leverage comparative analysis to populate search results; current brand data is insufficient for algorithms to categorize Didoo AI as a direct alternative to market leaders.

Implement a targeted digital PR campaign featuring testimonials from e-commerce founders and agency leads in industry publications.

Increasing the frequency of high-quality citations and sentiment-rich mentions will improve the brand's entity authority and likelihood of being suggested in peer-to-peer recommendation queries.

Value Proposition

Didoo AI democratizes enterprise-grade growth by providing a one-click 'URL in, Meta ads out' solution that replaces the need for manual labor, specialized ad knowledge, or external agencies.

Overview

Mission

To democratize Meta advertising by putting enterprise-grade AI technology in the hands of local shops, online services, and growing entrepreneurs.

Products & Services

One-Minute Campaign LaunchSmart Creative GeneratorMicro-Audience Targeting24/7 AI Media Buyer (The Copilot)Omnichannel AI Interface

Current State

Visibility Landscape

A high-level view of how Didoo AI 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	100	100
“What do you know about Didoo AI? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Positive
Core3q Product/service category queries	0	0	0	0
“what are the best tools to run facebook ads automatically if i have no experience”	No	No	No	No
“which ai ad platforms are actually good for small e-commerce brands in 2026”	No	No	No	No
“are there any platforms like madgicx that help me launch ads from my website url”	No	No	No	No
Growth Areas6q Adjacent, aspirational & visionary	0	0	0	0
“best marketing automation tools for a shopify store starting to scale”	No	No	No	No
“recommend software that can manage my ig and fb ad budget and creative for under 500 dollars a month”	No	No	No	No
“i need a reliable ai tool for meta ads that is better than hiring a freelancer, what should i look for”	No	No	No	No
“what are the most trusted ad tech platforms that work well for low monthly ad spends”	No	No	No	No
“what growth hacking tools do small fashion brands use to get their first sales on instagram”	No	No	No	No
“how can i improve my sales conversion rate for my online store without a big marketing budget”	No	No	No	No

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

Neutral

Positive

“what are the best tools to run facebook ads automatically if i have no experience”

“which ai ad platforms are actually good for small e-commerce brands in 2026”

“are there any platforms like madgicx that help me launch ads from my website url”

“best marketing automation tools for a shopify store starting to scale”

“recommend software that can manage my ig and fb ad budget and creative for under 500 dollars a month”

“i need a reliable ai tool for meta ads that is better than hiring a freelancer, what should i look for”

“what are the most trusted ad tech platforms that work well for low monthly ad spends”

“what growth hacking tools do small fashion brands use to get their first sales on instagram”

“how can i improve my sales conversion rate for my online store without a big marketing budget”

Competitive Landscape

Madgicx

41 mentions

Revealbot

38 mentions

AdCreative.ai

24 mentions

Smartly.io

18 mentions

Shopify

18 mentions

Klaviyo

18 mentions

Creatify

16 mentions

AdRoll

15 mentions

AdStellar AI

14 mentions

AdEspresso

13 mentions

Didoo AI

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful brand name recognition and information retrieval when explicitly queried across all major LLMs including ChatGPT, Claude, and Gemini.

Gap

Total absence in 'Core' intent queries such as automated Meta advertising tools and Shopify-compatible growth hacking software.

Gap

Complete failure to appear in recommendations for 'AdTech Evaluation' searches, allowing competitors like Madgicx and AdCreative.ai to monopolize the conversation.

Recommended Actions

Execute an aggressive AI-focused content strategy targeting high-intent 'best of' search terms related to automated Meta ads.

Develop and publish detailed technical comparison whitepapers that specifically mention Didoo AI alongside top industry competitors.

LLMs leverage comparative analysis to populate search results; current brand data is insufficient for algorithms to categorize Didoo AI as a direct alternative to market leaders.

Implement a targeted digital PR campaign featuring testimonials from e-commerce founders and agency leads in industry publications.

Increasing the frequency of high-quality citations and sentiment-rich mentions will improve the brand's entity authority and likelihood of being suggested in peer-to-peer recommendation queries.

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

Automated Meta Advertising Solutions(3 queries)

“what are the best tools to run facebook ads automatically if i have no experience”

0/4 platforms mentioned

Core

ChatGPT

1.Shopify (Easy Ads)

2.AdEspresso

3.Omneky

4.Revealbot

5.Madgicx

+3 more

Claude

1.Madgicx

2.Adscook

3.Adext

4.WASK

5.Adwisely

+3 more

Gemini

1.AdStellar AI

2.Madgicx

3.Hootsuite (AdEspresso)

4.Canva

5.Revealbot

+1 more

AI Overviews

1.AdStellar AI

2.Adwisely

3.RetargetLink

4.Shopify

5.Madgicx

+1 more

“are there any platforms like madgicx that help me launch ads from my website url”

0/4 platforms mentioned

Core

The Data-Driven E-commerce Founder · Founder and Sole Marketer

ChatGPT

1.Madgicx

2.Hunch

3.Pencil

4.Creatify

5.Boolv

+7 more

Claude

1.Madgicx

2.AdStellar

3.Creatify

4.Koast.ai

5.Creatopy

+3 more

Gemini

1.FlowHunt

2.Latenode

3.Koast.ai

4.AdCreative.ai

5.GetHookd

+2 more

AI Overviews

1.Madgicx

2.AdsGo AI

3.ADEN'S LAB

4.Creatify AI

5.AdStellar AI

+4 more

“recommend software that can manage my ig and fb ad budget and creative for under 500 dollars a month”

0/4 platforms mentioned

Adjacent

The Data-Driven E-commerce Founder · Founder and Sole Marketer

ChatGPT

1.Madgicx

2.Revealbot (Bïrch)

3.AdEspresso

4.Hootsuite

5.AdCreative.ai

+2 more

Claude

1.WASK

2.Revealbot

3.Adzooma

4.Hootsuite (Hootsuite Ads)

5.Meta Ads Manager

Gemini

1.AdEspresso

2.Smartly.io

3.Revealbot

AI Overviews

1.AdAmigo.ai

2.Madgicx

3.Hootsuite (AdEspresso)

4.Adzooma

5.Creatify

+2 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.

Automation

facebook.com

Web1 ref

Easy Ads For Facebook

apps.shopify.com

Web1 ref

adespresso.com

Web1 ref

omneky.com

Web1 ref

Revealbot

caiti.it

Web1 ref

madgicx.com

Social1 ref

Brand Voice & Style

How AI perceives Didoo AI's communication style and personality

Didoo AI communicates with a bold, direct, and highly pragmatic tone that resonates with time-strapped SMB owners. It positions itself as an 'AI-native agency' that replaces expensive, slow, and opaque traditional services. The brand voice is confident and expert-driven, cutting through marketing jargon to focus strictly on performance metrics, efficiency, and tangible ROI. It is unapologetically disruptive, framing traditional agency models as obsolete while presenting its AI as a tireless, superior, and transparent partner.

Core Tone Traits

Pragmatic & Results-Oriented

Focuses entirely on ROAS, efficiency, and revenue growth rather than fluffy marketing metrics.

Disruptive & Bold

Challenges the status quo of traditional agencies and hiring, positioning itself as the modern, superior alternative.

Transparent & Direct

Uses clear, no-nonsense language to explain complex AI processes, emphasizing 'no hand-holding' and 'no contracts'.

Empowering & Accessible

Makes enterprise-grade growth tools feel attainable for small business owners and solopreneurs.

Visual Identity

Primary

#0056FF

Secondary

#1A1A1A

Accent

#FFFFFF

Background

#FFFFFF

Foreground

#111111

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 25, 2026.

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

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/Advertising Technology (AdTech) / Software as a Service (SaaS)/Didoo AI

AI Visibility & Sentiment

Didoo AI

Active Monitoring

didoo.ai

Advertising Technology (AdTech) / Software as a Service (SaaS)

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

Score by Priority

core

adjacent

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Didoo AI today.

Working in your favor

Successful brand name recognition and information retrieval when explicitly queried across all major LLMs including ChatGPT, Claude, and Gemini.

Gaps to close

Total absence in 'Core' intent queries such as automated Meta advertising tools and Shopify-compatible growth hacking software.

Complete failure to appear in recommendations for 'AdTech Evaluation' searches, allowing competitors like Madgicx and AdCreative.ai to monopolize the conversation.

Lack of association with high-value buyer personas, specifically the Technical Agency Campaign Lead and Data-Driven E-commerce Founder.

Opportunities

Exploit the competitive landscape by positioning Didoo AI as the superior alternative to established but aging tools like Revealbot or AdRoll.

Integrate technical documentation and customer success stories into the training data to align with e-commerce growth hacking intent.

Optimize digital properties for semantic relevance to the 'Automated Meta Advertising' cluster to intercept traffic currently flowing to competitors.

Highest-Impact Actions

Execute an aggressive AI-focused content strategy targeting high-intent 'best of' search terms related to automated Meta ads.

Develop and publish detailed technical comparison whitepapers that specifically mention Didoo AI alongside top industry competitors.

LLMs leverage comparative analysis to populate search results; current brand data is insufficient for algorithms to categorize Didoo AI as a direct alternative to market leaders.

Implement a targeted digital PR campaign featuring testimonials from e-commerce founders and agency leads in industry publications.

Increasing the frequency of high-quality citations and sentiment-rich mentions will improve the brand's entity authority and likelihood of being suggested in peer-to-peer recommendation queries.

Value Proposition

Didoo AI democratizes enterprise-grade growth by providing a one-click 'URL in, Meta ads out' solution that replaces the need for manual labor, specialized ad knowledge, or external agencies.

Overview

Mission

To democratize Meta advertising by putting enterprise-grade AI technology in the hands of local shops, online services, and growing entrepreneurs.

Products & Services

One-Minute Campaign LaunchSmart Creative GeneratorMicro-Audience Targeting24/7 AI Media Buyer (The Copilot)Omnichannel AI Interface

Current State

Visibility Landscape

A high-level view of how Didoo AI 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	100	100
“What do you know about Didoo AI? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Positive
Core3q Product/service category queries	0	0	0	0
“what are the best tools to run facebook ads automatically if i have no experience”	No	No	No	No
“which ai ad platforms are actually good for small e-commerce brands in 2026”	No	No	No	No
“are there any platforms like madgicx that help me launch ads from my website url”	No	No	No	No
Growth Areas6q Adjacent, aspirational & visionary	0	0	0	0
“best marketing automation tools for a shopify store starting to scale”	No	No	No	No
“recommend software that can manage my ig and fb ad budget and creative for under 500 dollars a month”	No	No	No	No
“i need a reliable ai tool for meta ads that is better than hiring a freelancer, what should i look for”	No	No	No	No
“what are the most trusted ad tech platforms that work well for low monthly ad spends”	No	No	No	No
“what growth hacking tools do small fashion brands use to get their first sales on instagram”	No	No	No	No
“how can i improve my sales conversion rate for my online store without a big marketing budget”	No	No	No	No