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

Wove

Visibility11

Vibe68

Businesses/Trade & Customs Technology/Wove

AI Visibility & Sentiment

Wove

Active Monitoring

tariffs.wove.com

Trade & Customs Technology Startups

AI Visibility Score

11/100

Invisible

Sentiment Score

68/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Wove today.

Wove is currently a niche player in the AI landscape, capturing visibility only through highly specific technical integration queries while remaining largely absent from broader strategic trade discussions. Despite maintaining a strong presence for API-related searches, the brand is missing critical opportunities to position itself as a thought leader in essential compliance and duty recovery workflows where competitors dominate.

Working in your favor

Effective positioning in technical developer and integration-focused queries, specifically regarding tariff intelligence APIs.

Strong placement on AIOverviews and ChatGPT for high-intent search queries related to regulatory response and tariff recovery.

Positive sentiment metrics among Supply Chain Optimization Leads, suggesting high product resonance with technical practitioners.

Gaps to close

Total absence from high-value decision-making queries such as trade technology comparisons and trust-building platforms.

Failure to capture visibility in critical business-process queries like automated HS code classification and landed cost modeling.

Under-representation across general enterprise-level customs compliance searches where key competitors like Flexport and SAP currently dominate.

Opportunities

Leverage the existing authority in API-related searches to create technical content that bridges the gap to broader automation workflows.

Expand topic clusters to address the 'how-to' queries around landed cost modeling and HS code automation to disrupt competitor dominance.

Optimize brand-specific collateral to ensure Wove is the definitive answer for queries regarding trusted customs technology platforms.

Highest-Impact Actions

Develop and syndicate authoritative technical whitepapers on HS code automation and duty refund logic.

Competitors are winning by answering these specific 'how-to' queries; creating superior, AI-indexed documentation will pull traffic away from generalist legacy platforms.

Execute a targeted SEO strategy for high-intent comparison queries like 'best customs compliance platform'.

Wove is completely absent from trust and comparison queries, meaning prospective buyers are defaulting to established competitors during the evaluation phase.

Implement an AI-optimized content loop that targets 'Supply Chain Margin & Duty Optimization' keywords.

The data shows high search volume for duty optimization tools, yet the brand is currently failing to surface in these conversations, resulting in a significant leakage of potential leads.

Value Proposition

Instantly calculate duties and tariffs with above 99% accuracy, anticipate trade policy risks, and automate customs workflows—outperforming general AI tools like ChatGPT which benchmark at only 72% accuracy.

Overview

Wove is a tariff intelligence platform that helps businesses instantly calculate import duties, tariffs, and special trade programs. The platform uses AI to automate HS code classification, simulate tariff impacts on shipments and margins, and identify refund opportunities following regulatory changes like the 2026 IEEPA Supreme Court ruling. New product at tariffs.wove.com --> Instantly calculate duties, tariffs, and special trade programs — then see how changes impact quotes, shipments, and margins.

Mission

Understand tariffs. Anticipate risk. Automate what comes next.

Products & Services

Tariff Calculator & Simulator (tariffs.wove.com)AI-powered HS Code ClassificationIEEPA Tariff Refund CalculatorTariff Intelligence API for DevelopersAutomated Tariff Logic for Quotes & Invoices

Current State

Visibility Landscape

A high-level view of how Wove 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	70	70	70	70
“What do you know about Wove? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core13q Product/service category queries	32	5	0	30
“how do i calculate duty refunds from the 2026 IEEPA ruling and what software can help me find them”	#2	No	No	#3
“What tools are available to simulate the impact of tariffs on my supply chain margins?”	No	No	No	No
“How can I automate HS code classification for my import documentation?”	No	No	No	No
“best way to get instant duty and tax estimates for my international sales quotes”	No	No	No	No
“recommend a tariff intelligence API that i can integrate with my company's custom invoicing software”	#4	No	No	#4
“most trusted trade and customs technology platforms for high-volume importers in 2026”	No	No	No	No
“help me find a tool to automate tariff refund claims for my import business, specific brands please”	No	No	No	No
“How can I automate HS code classification and duty calculations to compare different sourcing scenarios?”	No	No	No	No
“What are the best tools for digitizing customs compliance and supply chain paperwork?”	No	No	No	No
“What is the difference between manual customs entry and automated tariff intelligence software?”	No	No	No	No
“Can software help me identify potential duty refunds by reviewing my past shipping documentation?”	No	No	No	No
“find me an AI-powered HS code classification tool that is actually accurate”	No	#10	No	No
“how to automate customs classification in our warehouse management system, what products should we buy”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“What is the best way to model landed costs when considering a move to a new manufacturing region?”	No	No	No	No
“How do I ensure my import documentation stays compliant with changing trade regulations?”	No	No	No	No

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

Yes

“how do i calculate duty refunds from the 2026 IEEPA ruling and what software can help me find them”

“What tools are available to simulate the impact of tariffs on my supply chain margins?”

“How can I automate HS code classification for my import documentation?”

“best way to get instant duty and tax estimates for my international sales quotes”

“recommend a tariff intelligence API that i can integrate with my company's custom invoicing software”

“most trusted trade and customs technology platforms for high-volume importers in 2026”

“help me find a tool to automate tariff refund claims for my import business, specific brands please”

“How can I automate HS code classification and duty calculations to compare different sourcing scenarios?”

“What are the best tools for digitizing customs compliance and supply chain paperwork?”

“What is the difference between manual customs entry and automated tariff intelligence software?”

“Can software help me identify potential duty refunds by reviewing my past shipping documentation?”

“find me an AI-powered HS code classification tool that is actually accurate”

#10

“how to automate customs classification in our warehouse management system, what products should we buy”

“What is the best way to model landed costs when considering a move to a new manufacturing region?”

“How do I ensure my import documentation stays compliant with changing trade regulations?”

Competitive Landscape

Flexport

50 mentions

E2open

48 mentions

Zonos

47 mentions

Descartes CustomsInfo

45 mentions

Amber Road

40 mentions

SAP S/4HANA

37 mentions

Avalara

34 mentions

SAP

34 mentions

Descartes

32 mentions

Thomson Reuters ONESOURCE Global Trade

30 mentions

Wove

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Effective positioning in technical developer and integration-focused queries, specifically regarding tariff intelligence APIs.

Strength

Strong placement on AIOverviews and ChatGPT for high-intent search queries related to regulatory response and tariff recovery.

Strength

Positive sentiment metrics among Supply Chain Optimization Leads, suggesting high product resonance with technical practitioners.

Recommended Actions

Develop and syndicate authoritative technical whitepapers on HS code automation and duty refund logic.

Competitors are winning by answering these specific 'how-to' queries; creating superior, AI-indexed documentation will pull traffic away from generalist legacy platforms.

Execute a targeted SEO strategy for high-intent comparison queries like 'best customs compliance platform'.

Wove is completely absent from trust and comparison queries, meaning prospective buyers are defaulting to established competitors during the evaluation phase.

Implement an AI-optimized content loop that targets 'Supply Chain Margin & Duty Optimization' keywords.

The data shows high search volume for duty optimization tools, yet the brand is currently failing to surface in these conversations, resulting in a significant leakage of potential leads.

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

Tariff Recovery And Regulatory Response(2 queries)

“how do i calculate duty refunds from the 2026 IEEPA ruling and what software can help me find them”

1/4 platforms mentioned

Core

ChatGPT

1.Descartes CustomsInfo

2.Visual Compliance

3.Integration Point

4.Amber Road

5.WiseTech Global

9.Wove

+6 more

Claude

1.ACE

2.Gateway Lines

3.Avalara

4.Flexport

5.PwC

+3 more

Gemini

1.Flexport

2.Tariff Refund Calculator

3.Audit Your Customs Broker

4.Avalara

5.One Eagle Advisory

+3 more

AI Overviews

1.Penn Wharton Budget Model

2.Flexport Tariff Simulator

3.The Trade Lab Calculator

4.Avalara Trade Compliance

5.Avalara

“help me find a tool to automate tariff refund claims for my import business, specific brands please”

0/4 platforms mentioned

Core

The Enterprise Compliance Architect · Director of Global Trade Compliance

ChatGPT

1.Descartes CustomsInfo

2.SAP

3.MIC Customs Solutions

4.MIC-CUST

5.3rdwave

+3 more

Claude

1.Flexport

2.Pax AI

3.SAP Global Trade Services

4.MIC-CUST

5.Comstock & Theakston

Gemini

1.Thomson Reuters ONESOURCE

2.SAP S/4HANA

3.MIC Customs Solutions

4.Descartes

5.C.J. Holt & Co.

+2 more

AI Overviews

1.Pax AI

2.Flexport

3.InteliGems

4.Odyssey AI

5.Alliance Drawback Services

+6 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.

Supreme Court Trump Tariffs Ruling

taxfoundation.org

Web1 ref

09cd60a170d01d8d62739ab13086ff9e

apnews.com

Web1 ref

Us Customs Says Ieepa Duties Still Being Liquidated Refunds To Include Interest

mlex.com

Social1 ref

We Built A Free Ieepa Tariff Refund Calculator

reddit.com

Forum1 ref

Alerts Otherindustries Supreme Court Strikes Down Ieepa Tariffs

goodwinlaw.com

Web1 ref

IF13150

congress.gov

Gov1 ref

Treasury To Issue All Cbp Refunds Electronically Starting In February

cmtradelaw.com

Web1 ref

Electronic Refunds Interim Final Rule Effective February 6 2026

americanpetproducts.org

Web1 ref

57ca2cbf257c432f6fe32615625fa949

apnews.com

Web1 ref

Gateway Lines

tariff.gatewaylines.com

Web1 ref

Tariffs Redux: What Importers Should Know About IEEPA Refunds and Section 122 - Law Offices of Snell & Wilmer

swlaw.com

Web1 ref

The Road Ahead for IEEPA Tariff Refunds | Kilpatrick - JDSupra

jdsupra.com

Web1 ref

Supreme Court Tariff Ruling: IEEPA Revenue and Potential Refunds | Penn Wharton Budget Model

budgetmodel.wharton.upenn.edu

Edu1 ref

Supreme Court IEEPA Ruling and New U.S. Tariffs: Implications for Civil Aviation | Insights | Holland & Knight

hklaw.com

Web1 ref

Supreme Court rules against IEEPA tariffs — how to request tariff refunds

avalara.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives Wove's communication style and personality

Wove communicates with confident expertise in the complex world of international trade, making technical tariff concepts accessible without dumbing them down. The tone is professional and data-driven, frequently citing specific metrics and accuracy benchmarks to build credibility. There's an underlying urgency around regulatory changes and cost recovery opportunities, balanced with a helpful, tool-forward approach that empowers users to take action immediately. The brand avoids jargon overload while maintaining authority in customs and trade compliance.

Core Tone Traits

Data-Driven & Precise

Leads with specific metrics, accuracy rates, and quantified results to establish credibility

Urgently Helpful

Creates appropriate urgency around time-sensitive opportunities while providing immediate solutions

Technically Accessible

Explains complex tariff concepts clearly without oversimplifying for professional audiences

Confidently Authoritative

Positions as the expert source on tariff intelligence, backed by industry recognition

Visual Identity

Primary

#4DA3E8

Secondary

#E67E22

Accent

#1E3A5F

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 5, 2026.

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Frequently asked questions

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Businesses/Trade & Customs Technology/Wove

AI Visibility & Sentiment

Wove

Active Monitoring

tariffs.wove.com

Trade & Customs Technology Startups

AI Visibility Score

11/100

Invisible

Sentiment Score

68/100

Score by Priority

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Wove today.

Working in your favor

Effective positioning in technical developer and integration-focused queries, specifically regarding tariff intelligence APIs.

Strong placement on AIOverviews and ChatGPT for high-intent search queries related to regulatory response and tariff recovery.

Positive sentiment metrics among Supply Chain Optimization Leads, suggesting high product resonance with technical practitioners.

Gaps to close

Total absence from high-value decision-making queries such as trade technology comparisons and trust-building platforms.

Failure to capture visibility in critical business-process queries like automated HS code classification and landed cost modeling.

Under-representation across general enterprise-level customs compliance searches where key competitors like Flexport and SAP currently dominate.

Opportunities

Leverage the existing authority in API-related searches to create technical content that bridges the gap to broader automation workflows.

Expand topic clusters to address the 'how-to' queries around landed cost modeling and HS code automation to disrupt competitor dominance.

Optimize brand-specific collateral to ensure Wove is the definitive answer for queries regarding trusted customs technology platforms.

Highest-Impact Actions

Develop and syndicate authoritative technical whitepapers on HS code automation and duty refund logic.

Competitors are winning by answering these specific 'how-to' queries; creating superior, AI-indexed documentation will pull traffic away from generalist legacy platforms.

Execute a targeted SEO strategy for high-intent comparison queries like 'best customs compliance platform'.

Wove is completely absent from trust and comparison queries, meaning prospective buyers are defaulting to established competitors during the evaluation phase.

Implement an AI-optimized content loop that targets 'Supply Chain Margin & Duty Optimization' keywords.

The data shows high search volume for duty optimization tools, yet the brand is currently failing to surface in these conversations, resulting in a significant leakage of potential leads.

Value Proposition

Overview

Mission

Understand tariffs. Anticipate risk. Automate what comes next.

Products & Services

Tariff Calculator & Simulator (tariffs.wove.com)AI-powered HS Code ClassificationIEEPA Tariff Refund CalculatorTariff Intelligence API for DevelopersAutomated Tariff Logic for Quotes & Invoices

Current State

Visibility Landscape

A high-level view of how Wove 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	70	70	70	70
“What do you know about Wove? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core13q Product/service category queries	32	5	0	30
“how do i calculate duty refunds from the 2026 IEEPA ruling and what software can help me find them”	#2	No	No	#3
“What tools are available to simulate the impact of tariffs on my supply chain margins?”	No	No	No	No
“How can I automate HS code classification for my import documentation?”	No	No	No	No
“best way to get instant duty and tax estimates for my international sales quotes”	No	No	No	No
“recommend a tariff intelligence API that i can integrate with my company's custom invoicing software”	#4	No	No	#4
“most trusted trade and customs technology platforms for high-volume importers in 2026”	No	No	No	No
“help me find a tool to automate tariff refund claims for my import business, specific brands please”	No	No	No	No
“How can I automate HS code classification and duty calculations to compare different sourcing scenarios?”	No	No	No	No
“What are the best tools for digitizing customs compliance and supply chain paperwork?”	No	No	No	No
“What is the difference between manual customs entry and automated tariff intelligence software?”	No	No	No	No
“Can software help me identify potential duty refunds by reviewing my past shipping documentation?”	No	No	No	No
“find me an AI-powered HS code classification tool that is actually accurate”	No	#10	No	No
“how to automate customs classification in our warehouse management system, what products should we buy”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“What is the best way to model landed costs when considering a move to a new manufacturing region?”	No	No	No	No
“How do I ensure my import documentation stays compliant with changing trade regulations?”	No	No	No	No