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

Corvera

Visibility22

Vibe87

Businesses/Supply Chain Management Software/Corvera

AI Visibility & Sentiment

Corvera

Corvera is a Y Combinator-backed AI supply chain management platform designed specifically for fast-growing CPG (Consumer Packaged Goods) brands. The platform automates order processing, demand forecasting, and inventory tracking, enabling brands to cut wastage, improve margins, and maximize revenue through hands-free operations.

Active Monitoring

corvera.ai

Supply Chain Management Software YC25-26

AI Visibility Score

22/100

Low

Sentiment Score

87/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Corvera today.

Corvera is currently a niche powerhouse for automation-focused tech leads, securing dominant top-three rankings on Claude and Gemini for scaling operations, yet it is completely invisible within the Google AI Overview ecosystem. While the brand commands respect in technical automation circles, it fails to capture the essential 'founder' persona and high-intent financial optimization queries where legacy giants like NetSuite and Shopify currently reside.

Working in your favor

Exceptional performance with the 'Automation-First Tech Lead' persona, achieving a 75% mention rate and a high average position of 6.7.

Strong technical authority on Claude, maintaining a 42% mention rate and an elite average position of 4.6.

Dominant rankings (reaching #1 and #2) for 'Scaling Operations & Automation' queries across Claude and Gemini.

Gaps to close

Total absence from Google AI Overviews (0% mention rate), missing a critical touchpoint for modern CPG discovery.

Zero visibility for the 'Resource-Constrained Startup Founder' persona, indicating a failure to translate technical features into business-value narratives.

Complete lack of mentions for core industry queries regarding 'AI demand forecasting' and 'financial/margin optimization' where competitors like Blue Yonder and ShipBob are active.

Opportunities

Capitalize on the successful 'brand vibe check' visibility to create more comparison-based content that pits Corvera against legacy ERPs.

Pivot content strategy to address inventory-to-cash-flow correlations to capture the founder-level demographic.

Exploit the high mention rate on Claude to build a defensive moat in LLM-based technical discovery before competitors optimize for these platforms.

Highest-Impact Actions

Execute an AI-focused SEO strategy specifically targeting Google AI Overviews for CPG supply chain keywords.

Corvera currently has 0% visibility in AI Overviews, which is a major bottleneck for top-of-funnel discovery compared to competitors like NetSuite.

Develop and publish case studies specifically linking automation to 'cash flow tracking' and 'margin protection'.

Current visibility is high for technical tasks but nonexistent for financial outcomes, causing the brand to miss the 'Startup Founder' persona entirely.

Aggressively target the 'AI demand forecasting' query space with data-rich whitepapers.

Corvera is currently not mentioned in these high-intent categories, allowing competitors like Blue Yonder to dominate the intelligence-driven software narrative.

Value Proposition

AI-native operating system that automates end-to-end supply chain operations—from order processing to demand forecasting—allowing CPG brands to spend time growing their business instead of fixing ops.

Overview

Mission

Building the future of autonomous operations for CPG brands, delivering tools that make hands-free operations a reality.

Products & Services

AI-powered order processing automationReal-time demand forecastingMulti-location inventory trackingPerformance analytics and cashflow managementLogistics optimization

Current State

Visibility Landscape

A high-level view of how Corvera 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	70	94
“What do you know about Corvera? What do they do and what's their reputation?”	#1	#1	Yes	#2
Core3q Product/service category queries	23	80	53	0
“recommend some AI demand forecasting software for a small food brand”	No	#1	No	No
“most trusted supply chain management software for CPG brands right now”	#16	#11	#6	No
“best AI tools for automated order processing in ecommerce”	No	#8	#10	No
Growth Areas2q Adjacent, aspirational & visionary	50	62	62	0
“how to scale my CPG brand's operations without adding more headcount”	#5	#1	#1	No
“help me find software that tracks both inventory and cash flow for a product company”	No	No	No	No

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

Yes

“recommend some AI demand forecasting software for a small food brand”

“most trusted supply chain management software for CPG brands right now”

#16

#11

“best AI tools for automated order processing in ecommerce”

#10

“how to scale my CPG brand's operations without adding more headcount”

“help me find software that tracks both inventory and cash flow for a product company”

Competitive Landscape

NetSuite

22 mentions

Shopify

21 mentions

Blue Yonder

14 mentions

Gorgias

13 mentions

ShipBob

12 mentions

Cin7

12 mentions

Zapier

12 mentions

Fishbowl

12 mentions

Xero

11 mentions

QuickBooks

11 mentions

Corvera

11 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance with the 'Automation-First Tech Lead' persona, achieving a 75% mention rate and a high average position of 6.7.

Strength

Strong technical authority on Claude, maintaining a 42% mention rate and an elite average position of 4.6.

Strength

Dominant rankings (reaching #1 and #2) for 'Scaling Operations & Automation' queries across Claude and Gemini.

Recommended Actions

Execute an AI-focused SEO strategy specifically targeting Google AI Overviews for CPG supply chain keywords.

Corvera currently has 0% visibility in AI Overviews, which is a major bottleneck for top-of-funnel discovery compared to competitors like NetSuite.

Develop and publish case studies specifically linking automation to 'cash flow tracking' and 'margin protection'.

Current visibility is high for technical tasks but nonexistent for financial outcomes, causing the brand to miss the 'Startup Founder' persona entirely.

Aggressively target the 'AI demand forecasting' query space with data-rich whitepapers.

Corvera is currently not mentioned in these high-intent categories, allowing competitors like Blue Yonder to dominate the intelligence-driven software narrative.

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

Scaling Operations & Automation(2 queries)

“how to scale my CPG brand's operations without adding more headcount”

0/4 platforms mentioned

Aspirational

ChatGPT

1.ShipBob

2.Deliverr

3.Red Stag Fulfillment

4.Rakuten Super Logistics

5.ShipStation

+50 more

Claude

1.ShipBob

2.Flexport

3.Anaplan

4.Lokad

5.TraceLink

+3 more

Gemini

1.Cin7

2.DEAR Systems

3.NetSuite

4.Fuse Inventory

5.ShipBob

+15 more

AI Overviews

1.Tastewise

2.Talent Solutions

3.Settle

4.Bill.com

5.OIS Inventory

+8 more

“best AI tools for automated order processing in ecommerce”

0/4 platforms mentioned

Core

The Resource-Constrained Startup Founder · Founder/CEO

ChatGPT

1.Shopify

2.Mechanic

3.Excel

4.Shopify Flow

5.Shopify Plus

+25 more

Claude

1.Shopify

2.Zapier

3.Make

4.Integromat

5.Shopify Flow

+2 more

Gemini

1.Excel

2.Shopify

3.NetSuite

4.Zapier Central

5.Zapier

+8 more

AI Overviews

No brands listed

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.

Settle

settle.com

Corvera

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

Corvera

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.