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

Outrank

Visibility29

Vibe72

Businesses/Marketing Technology (MarTech) / Software as a Service (SaaS)/Outrank

AI Visibility & Sentiment

Outrank

Outrank is an autonomous SEO engine that automates the creation and publication of high-quality, long-form articles to drive organic traffic. It uses AI to conduct deep niche research and competitor analysis, generating a 30-day domination plan that it executes by publishing SEO-optimized content directly to a user’s website.

Active Monitoring

outrank.so

Marketing Technology (MarTech) / Software as a Service (SaaS)

AI Visibility Score

29/100

Low

Sentiment Score

72/100

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 Outrank today.

Outrank possesses significant authority in the automated SEO and content scaling niche, frequently securing top-tier positions on Claude and AI Overviews when intent is highly specific. However, this visibility is currently siloed, leaving the brand absent from broader marketing growth strategy conversations where competitors like Semrush and Jasper dominate the narrative.

Working in your favor

Top-tier performance on Claude for automated SEO and blog writing queries

Consistent recognition in direct brand identity queries across all major AI platforms

Strong performance in niche SEO utility queries within AI Overviews

Gaps to close

Complete absence in 'Marketing Growth Strategy' queries, missing the top-of-funnel startup audience

Failure to capture interest in 'long-form article' and 'backlink building' segments

Limited visibility within the Performance-Focused Marketing Agency Manager persona

Opportunities

Capitalize on high-intent 'SEO alternative' queries to position against competitors like Surfer SEO

Expand thought leadership into startup growth stacks to capture the entrepreneurial demographic

Develop specific content assets targeting long-form content scalability to address current search omissions

Highest-Impact Actions

Develop and syndicate 'Marketing Stack' educational content.

Outrank is currently invisible in startup growth strategy queries; capturing this space is essential for broader brand awareness and market share growth.

Optimize content for 'Long-form content automation' intent.

Data shows a clear gap in long-form writing queries, a high-value search intent currently being ignored by Outrank while competitors capitalize on the demand.

Implement a citation strategy for AI search engines regarding 'SEO Alternatives'.

While Outrank performs well for specific automation tools, it needs to increase its association with broader 'SEO alternative' query strings to challenge incumbents like Surfer SEO.

Value Proposition

SEO on Autopilot: Outrank manages the entire content lifecycle from keyword research to publishing with zero manual intervention required after the initial setup.

Overview

Mission

To make digital marketing manageable, measurable, and achievable for everyone.

Products & Services

Automated Keyword Research & StrategyAI Article Generator (Long-Form)One-Click CMS PublishingBacklink Exchange NetworkOutrank Agency (Embedded Service)

Current State

Visibility Landscape

A high-level view of how Outrank 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	50
“What do you know about Outrank? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Neutral
Core4q Product/service category queries	0	48	29	39
“what are the best ai tools to automate my blog writing and keyword strategy for a new e-commerce site”	No	#1	Yes	No
“best seo platforms that go beyond just keyword tracking and actually do the content creation for you”	No	No	#5	#1
“can you recommend an ai writer that handles long-form articles and publishes directly to wordpress for me”	No	No	No	No
“give me a list of reliable ai seo alternatives to surfer seo and jasper that are better for hands-off content teams”	No	No	No	#8
Growth Areas4q Adjacent, aspirational & visionary	0	42	9	9
“what marketing stack should a small startup use to start growing without a massive budget”	No	No	No	No
“what automated services can help a small business get organic traffic without hiring an seo agency”	No	#2	Yes	Yes
“are there any legit backlink building services or networks that are safe for a small business to use in 2026”	No	No	No	No
“how can i scale my website traffic effectively when i dont have time to do the seo myself”	No	No	No	No

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

Neutral

Positive

Neutral

“what are the best ai tools to automate my blog writing and keyword strategy for a new e-commerce site”

Yes

“best seo platforms that go beyond just keyword tracking and actually do the content creation for you”

“can you recommend an ai writer that handles long-form articles and publishes directly to wordpress for me”

“give me a list of reliable ai seo alternatives to surfer seo and jasper that are better for hands-off content teams”

“what marketing stack should a small startup use to start growing without a massive budget”

“what automated services can help a small business get organic traffic without hiring an seo agency”

Yes

“are there any legit backlink building services or networks that are safe for a small business to use in 2026”

“how can i scale my website traffic effectively when i dont have time to do the seo myself”

Brand Ecosystem

Frase

31 mentions

Jasper

27 mentions

Surfer SEO

22 mentions

Semrush

21 mentions

MarketMuse

19 mentions

Writesonic

19 mentions

Shopify

19 mentions

Zapier

19 mentions

Copy.ai

17 mentions

Ahrefs

16 mentions

Outrank

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Top-tier performance on Claude for automated SEO and blog writing queries

Strength

Consistent recognition in direct brand identity queries across all major AI platforms

Strength

Strong performance in niche SEO utility queries within AI Overviews

Recommended Actions

Develop and syndicate 'Marketing Stack' educational content.

Outrank is currently invisible in startup growth strategy queries; capturing this space is essential for broader brand awareness and market share growth.

Optimize content for 'Long-form content automation' intent.

Data shows a clear gap in long-form writing queries, a high-value search intent currently being ignored by Outrank while competitors capitalize on the demand.

Implement a citation strategy for AI search engines regarding 'SEO Alternatives'.

While Outrank performs well for specific automation tools, it needs to increase its association with broader 'SEO alternative' query strings to challenge incumbents like Surfer SEO.

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 SEO & Content Scaling(3 queries)

“what are the best ai tools to automate my blog writing and keyword strategy for a new e-commerce site”

2/4 platforms mentioned

Core

ChatGPT

1.Ahrefs

2.Semrush

3.SurferSEO

4.MarketMuse

5.Jasper

+11 more

Claude

1.Outrank

2.Surfer SEO

3.Frase

4.Jasper AI (Jasper IQ)

5.Webflow

+9 more

Gemini

1.Scalenut

2.BlogSEO

3.Shopify (Shopify Magic)

4.WooCommerce

5.Webflow

+10 more

AI Overviews

1.eesel AI Blog Writer

2.Surfer SEO

3.Jasper

4.Jasper AI

5.SEObot

+3 more

“can you recommend an ai writer that handles long-form articles and publishes directly to wordpress for me”

0/4 platforms mentioned

Core

The Time-Strapped E-commerce Entrepreneur · Owner/Founder

ChatGPT

1.Jasper

2.Frase

3.Writesonic

4.Zapier

5.Make

Claude

1.Koala AI

2.Junia AI

3.Sight AI

Gemini

1.KoalaWriter

2.Byword.ai

3.Surfer AI

4.Content at Scale

5.Autoblogging.ai

AI Overviews

1.KoalaWriter

2.Writesonic

3.Jasper

4.Content at Scale

5.GetGenie AI

+2 more

“what automated services can help a small business get organic traffic without hiring an seo agency”

2/4 platforms mentioned

Adjacent

The Time-Strapped E-commerce Entrepreneur · Owner/Founder

ChatGPT

1.Surfer SEO

2.Clearscope

3.Frase

4.Ahrefs

5.Semrush

+15 more

Claude

1.RankBeyond

2.Outrank

3.SEO.ai

4.RankIQ

5.SE Ranking

+4 more

Gemini

1.CanIRank

2.Byword.ai

3.Surfer SEO

4.NitroPack

5.Seobility

+5 more

AI Overviews

1.SE Ranking

2.SEMrush

3.Ubersuggest

4.Surfer SEO

5.Frase

+5 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.

The 6 Best AI tools for Ecommerce automation in 2026

ringly.io

Outrank

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Outrank

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

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.