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

Optiversal

Visibility26

Vibe92

Businesses/E-commerce Technology/Optiversal

AI Visibility & Sentiment

Optiversal

Optiversal is an AI-powered e-commerce optimization platform that helps online retailers grow revenue through SEO landing pages, product catalog enrichment, and ChatGPT apps. They enable brands to show up everywhere shoppers search, from Google to AI-driven shopping experiences.

Active Monitoring

optiversal.com

E-commerce Technology

AI Visibility Score

26/100

Low

Sentiment Score

92/100

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 Optiversal today.

Optiversal has successfully captured the attention of Technical Product Managers, yet it faces a critical visibility blackout among Enterprise SEO Directors where it holds a 0% mention rate. While the brand shows strong technical resonance on Claude, it is currently being sidelined by legacy competitors like Salsify and Akeneo in broader market-trust and enterprise-scale queries.

Working in your favor

High resonance with the Technical Product Manager persona, achieving a 42% mention rate and a strong average position of 3.0.

Outperforming average visibility on Claude (33% mention rate), particularly for tactical queries regarding local search and SEO-friendly page creation.

Perfect 1.0 ranking across all major platforms for brand-specific 'vibe check' queries, indicating clear brand identity when explicitly searched.

Gaps to close

Total absence from Google AI Overviews (0% mention rate), a critical failure for an SEO-centric technology provider.

Zero visibility within the Enterprise SEO Director persona, failing to appear in any high-level strategic e-commerce queries.

Losing the 'most trusted AI e-commerce' narrative to competitors like Salsify, Akeneo, and BrightEdge, who appear in twice as many conversational contexts.

Opportunities

Bridging the gap between technical utility and strategic leadership by publishing enterprise-focused case studies that LLMs can ingest as authoritative sources.

Capitalizing on the 33% mention rate on Claude to further dominate 'available near me' and product description optimization queries.

Developing content specifically targeting 'Product Data Enrichment' to capture market share currently dominated by PIM and legacy SEO platforms.

Highest-Impact Actions

Produce and distribute high-authority 'Enterprise SEO Strategy' content to penetrate the 0% visibility persona gap.

The data shows that while technical personas recognize Optiversal, the decision-making SEO directors are only seeing competitors like Botify and BrightEdge.

Optimize technical documentation and blogs for Google AI Overviews to reverse the current 0% mention rate.

AI Overviews are a primary discovery channel for the brand's core demographic; lack of visibility here suggests a lack of crawlable, structured expert content.

Launch a sentiment-correction campaign on ChatGPT to address the current 'mixed' sentiment rating.

ChatGPT's mixed sentiment and low mention rate (17%) create a significant trust gap compared to the positive sentiment found on Claude and Gemini.

Value Proposition

Show up everywhere shoppers search by enriching product catalogs and building AI-optimized landing pages that help consumers discover products across Google, ChatGPT, Perplexity, and other AI-driven shopping channels.

Overview

Mission

To help e-commerce companies grow revenue by ensuring their products are discoverable across the next generation of AI-driven search and shopping experiences.

Products & Services

SEO Landing PagesProduct Catalog EnrichmentChatGPT AppsAI Visibility DashboardLocal Product Listing Pages

Current State

Visibility Landscape

A high-level view of how Optiversal 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	97	97	97
“What do you know about Optiversal? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	39	59	21	0
“my product descriptions are boring and hurting my SEO, what tools can help me rewrite them at scale”	No	#2	No	No
“most trusted AI e-commerce technology companies for driving organic growth”	No	No	No	No
“best way to create thousands of SEO-friendly pages for a huge product catalog automatically”	#3	#2	#9	No
“how do I scale landing pages for thousands of long-tail search terms on my shopify store”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	44	38	44	0
“give me a strategy to rank for 'available near me' searches for my physical retail locations”	#3	#5	#3	No
“help me build a custom GPT or AI shopping app so people can buy my products through a chatbot”	No	No	No	No
“how do I get my products to show up when people search in ChatGPT or Perplexity, what tools do I need”	No	No	No	No

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

“my product descriptions are boring and hurting my SEO, what tools can help me rewrite them at scale”

“most trusted AI e-commerce technology companies for driving organic growth”

“best way to create thousands of SEO-friendly pages for a huge product catalog automatically”

“how do I scale landing pages for thousands of long-tail search terms on my shopify store”

“give me a strategy to rank for 'available near me' searches for my physical retail locations”

“help me build a custom GPT or AI shopping app so people can buy my products through a chatbot”

“how do I get my products to show up when people search in ChatGPT or Perplexity, what tools do I need”

Competitive Landscape

Salsify

13 mentions

Akeneo

12 mentions

BrightEdge

12 mentions

Botify

12 mentions

Surfer SEO

10 mentions

MarketMuse

10 mentions

Shopify

10 mentions

Algolia

9 mentions

Copy.ai

8 mentions

Shopify Plus

8 mentions

Optiversal

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High resonance with the Technical Product Manager persona, achieving a 42% mention rate and a strong average position of 3.0.

Strength

Outperforming average visibility on Claude (33% mention rate), particularly for tactical queries regarding local search and SEO-friendly page creation.

Strength

Perfect 1.0 ranking across all major platforms for brand-specific 'vibe check' queries, indicating clear brand identity when explicitly searched.

Recommended Actions

Produce and distribute high-authority 'Enterprise SEO Strategy' content to penetrate the 0% visibility persona gap.

The data shows that while technical personas recognize Optiversal, the decision-making SEO directors are only seeing competitors like Botify and BrightEdge.

Optimize technical documentation and blogs for Google AI Overviews to reverse the current 0% mention rate.

AI Overviews are a primary discovery channel for the brand's core demographic; lack of visibility here suggests a lack of crawlable, structured expert content.

Launch a sentiment-correction campaign on ChatGPT to address the current 'mixed' sentiment rating.

ChatGPT's mixed sentiment and low mention rate (17%) create a significant trust gap compared to the positive sentiment found on Claude and Gemini.

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

Product Data Enrichment And Conversion(1 query)

“my product descriptions are boring and hurting my SEO, what tools can help me rewrite them at scale”

0/4 platforms mentioned

Core

ChatGPT

1.Hypotenuse.ai

2.Jasper.ai

3.Surfer SEO

4.Writesonic

5.Copysmith

+20 more

Claude

1.Copy.ai

2.Jasper

3.Writesonic

4.Anyword

5.Surfer SEO

+1 more

Gemini

1.Jasper.ai

2.Jarvis

3.Copy.ai

4.Writesonic

5.Rytr.me

+5 more

AI Overviews

1.Hypotenuse AI

2.Describely

3.Writesonic

4.Surfer SEO

5.Jasper AI

+8 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.

Tools for Generating High-Quality Product Descriptions in Bulk

atomixlogistics.com

Optiversal

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore E-commerce Technology

Start gettingrecommended by AI.

Frequently asked questions

Optiversal

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore E-commerce Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.