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

Zip

Visibility43

Vibe80

Businesses/Software/Zip

AI Visibility & Sentiment

Zip

Zip is an agentic procurement orchestration platform that streamlines the entire intake-to-pay process. By leveraging AI, the platform helps businesses accelerate purchasing cycles, improve compliance, and achieve significant cost savings.

Active Monitoring

ziphq.com

Software

AI Visibility Score

43/100

Moderate

Sentiment Score

80/100

Score by Reach

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

AI Perception

Summary

Zip dominates the AI conversation regarding procurement orchestration, securing top-tier positions across leading models when users search for modern, AI-powered intake-to-procure solutions. While the brand enjoys strong authority in core technical inquiries, there is a significant visibility gap in broader automation and supplier management discussions where enterprise incumbents currently capture more mindshare.

Value Proposition

The only procurement orchestration platform that uses agentic AI to automate and guide the entire intake-to-pay lifecycle, driving efficiency and spend control.

Overview

Mission

When procurement flows, business flows.

Products & Services

Intake-to-ProcureProcure-to-PaySupplier OnboardingAI Procurement ConciergeGlobal Payments

Agent Breakdown

AI Platforms

How often do different AI platforms reference Zip?

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Conversation Analysis

Key Topics

What conversations is Zip included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Zip to, and when?

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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

Modernizing Procurement Operations(10 queries)

“how do I fix a slow intake-to-procure process that is constantly stuck in bottlenecks”

1/4 platforms mentioned

Core

ChatGPT

1.Precoro

2.Procurify

3.Tradex

4.Coupa

5.SAP Ariba

+9 more

Claude

No brands listed

Gemini

No brands listed

AI Overviews

1.Zip HQ

2.Brex

3.Procurify

4.Tipalti

5.PLANERGY Software

+1 more

“how do I fix a slow intake-to-procure process that is constantly stuck in bottlenecks”

1/4 platforms mentioned

ChatGPT

1.Coupa

2.SAP Ariba

3.Oracle Procurement Cloud

4.Ivalua

5.Camunda

+12 more

Claude

1.Slack

Gemini

No brands listed

AI Overviews

1.TropicApp

2.ConvergentIS

3.Ramp

4.Brex

5.Zip

“how do I fix a slow intake-to-procure process that is constantly stuck in bottlenecks”

1/4 platforms mentioned

ChatGPT

1.Procurify

2.Precoro

3.Zoho Procurement

4.DocuSign

5.Zapier

+10 more

Claude

1.Procurify

2.Zip

3.Focal Point

4.SimpliGov

5.Cflow

Gemini

1.ProcureDesk

2.Coupa

3.Zapier

4.Make

5.HubSpot

+2 more

AI Overviews

1.GEP

2.Procurify

3.Ramp

4.PLANERGY Software

5.Tipalti

“how do I fix a slow intake-to-procure process that is constantly stuck in bottlenecks”

0/4 platforms mentioned

ChatGPT

1.Coupa

2.SAP Ariba

3.Oracle Procurement Cloud

4.Jaggaer

5.Tradeshift

+6 more

Claude

1.SAP Ariba

2.Coupa

3.Jaggaer

Gemini

1.Coupa

2.SAP Ariba

3.Oracle NetSuite

4.Microsoft Dynamics 365 Supply Chain Management

AI Overviews

1.GEP

2.Procurify

3.Ramp

“what tools can automate supplier onboarding so my team doesn't have to manually chase documentation”

0/4 platforms mentioned

ChatGPT

1.SAP Ariba

2.SAP Business Network

3.Coupa

4.SpendGuard

5.Trustpair

+4 more

Claude

1.SAP Ariba

2.SAP

3.SAP S/4HANA

4.Coupa

5.Ivalua

+9 more

Gemini

1.SAP Ariba Procurement Solutions

2.SAP

3.Coupa Business Spend Management (BSM) Platform

4.GEP SMART Procurement Platform

5.Workday Strategic Sourcing

+2 more

AI Overviews

1.Graphite Connect

2.HighRadius

3.Coupa

4.SAP Ariba

5.Ivalua

+7 more

“what tools can automate supplier onboarding so my team doesn't have to manually chase documentation”

0/4 platforms mentioned

ChatGPT

1.Process Street

2.Pipefy

3.Kissflow

4.Tonkean

5.Netsuite

+9 more

Claude

1.HighRadius

2.SAP

3.Oracle

4.NetSuite

5.Gatekeeper

+3 more

Gemini

1.Coupa

2.SAP Ariba

3.Jaggaer

4.Oracle Fusion Cloud Procurement

5.Procurify

+3 more

AI Overviews

1.Graphite Connect

2.HighRadius

3.ComplyScore

4.Atlas Systems

5.Coupa Supplier Management

+9 more

“what tools can automate supplier onboarding so my team doesn't have to manually chase documentation”

1/4 platforms mentioned

ChatGPT

1.SAP Ariba Supplier Lifecycle and Performance

2.Oracle

3.SAP

4.Ariba

5.Coupa Supplier Management

+12 more

Claude

1.SAP Ariba

2.Coupa

3.ComplyScore

4.Compliancely

5.Stampli's Advanced Vendor Management

8.Zip

+3 more

Gemini

1.Coupa

2.SAP Ariba

3.Jaggaer

4.Proacta

5.Workday Strategic Sourcing

+3 more

AI Overviews

1.Graphite Connect

2.SAP

3.Oracle

4.NetSuite

“help me build a tech stack for automated accounts payable and procurement”

2/3 platforms mentioned

Claude

1.Zip

2.ORO

3.Omnea

4.GEP QUANTUM

5.SAP

+14 more

Gemini

1.SAP Ariba

2.Coupa

3.Oracle Procurement Cloud

4.Oracle

5.DocuWare

+8 more

AI Overviews

1.HighRadius

2.QuickBooks Online

3.Xero

4.Sage Intacct

5.Oracle NetSuite

10.Zip

+12 more

“help me build a tech stack for automated accounts payable and procurement”

1/3 platforms mentioned

Claude

1.Stampli

2.Precoro

3.Procurify

4.Medius

5.Gartner

+9 more

Gemini

1.Bill.com

2.Tipalti

3.SAP Ariba

4.DocuWare

5.Amazon Textract

+5 more

AI Overviews

1.Zip

2.QuickBooks Online

3.Xero

4.Sage Intacct

5.Oracle NetSuite

+11 more

“help me build a tech stack for automated accounts payable and procurement”

1/4 platforms mentioned

ChatGPT

1.Coupa

2.Stampli

3.NetSuite

4.D365

5.Oracle Cloud ERP

+22 more

Claude

1.Sage Intacct

2.Oracle NetSuite

3.HighRadius

4.Coupa

5.Procurify

+3 more

Gemini

1.Coupa

2.SAP Ariba Buying & Invoicing

3.Ivalua

4.Procurify

5.Precoro

+7 more

AI Overviews

1.Procurify

2.circulus.io

3.QuickBooks Online

4.Xero

5.Sage Intacct

9.ZipHQ

+10 more

Evaluating Procurement Technology Platforms(3 queries)

“top rated procurement software for enterprise companies that need better spend control”

2/4 platforms mentioned

Core

ChatGPT

1.Coupa

2.SAP Ariba

3.SAP

4.Ivalua

5.GEP SMART

+5 more

Claude

1.SAP Ariba

2.Coupa

3.Spendflo

4.Oracle Procurement Cloud

5.JAGGAER

Gemini

1.Coupa

2.SAP Ariba

3.JAGGAER

4.Procurify

5.Brex

6.Zip

+4 more

AI Overviews

1.Coupa

2.SAP Ariba

3.SAP S/4HANA

4.SAP ERP

5.Tropic

7.Zip

+6 more

“top rated procurement software for enterprise companies that need better spend control”

1/4 platforms mentioned

ChatGPT

1.GEP SMART

2.GEP

3.SAP Ariba

4.SAP

5.Coupa

+9 more

Claude

1.Coupa

2.SAP Ariba

3.JAGGAER

4.Oracle Procurement Cloud

5.Procurify

+1 more

Gemini

1.SAP Ariba

2.Coupa

3.Tropic

4.Procurify

5.Vroozi

+5 more

AI Overviews

1.Doss

2.Coupa

3.SAP Ariba

4.SAP S/4HANA

5.Tropic

9.Zip

+5 more

“top rated procurement software for enterprise companies that need better spend control”

1/4 platforms mentioned

ChatGPT

1.Gartner

2.SAP Ariba

3.SAP

4.Ivalua

5.Zycus

+6 more

Claude

1.Coupa

2.G2

3.Oracle

4.SAP

5.Workday

+7 more

Gemini

1.Coupa

2.SAP Ariba

3.Ivalua

4.GEP SMART

5.Tropic

+8 more

AI Overviews

1.Tropic

2.Coupa

3.Gartner

4.SAP Ariba

5.G2

7.Zip

+5 more

AI Integration And Operational Efficiency(2 queries)

“is there an AI procurement concierge I can use to guide employees through buying software”

3/4 platforms mentioned

Core

ChatGPT

1.Zip

2.SAP Ariba Joule

3.Coupa

4.GEP SMART

5.Ivalua

+5 more

Claude

1.Zip

2.Omnea

3.Procol

4.Levelpath

5.Tropic

+2 more

Gemini

1.ProcureFlow

2.Eezee

3.Virtualworkforce.ai

4.GitHub

5.Tropic

+5 more

AI Overviews

1.Zip

2.Tropic

3.Coupa

4.Tonkean

5.ProcurementGPT

+3 more

“is there an AI procurement concierge I can use to guide employees through buying software”

4/4 platforms mentioned

ChatGPT

1.Zip

2.SAP Ariba

3.Coupa

4.Onventis

5.Procure Ai

+2 more

Claude

1.Zip

2.Procure AI

3.ORO Labs

Gemini

1.Zip

2.GEP SMART

3.Ivalua

4.Coupa

5.SAP Ariba

+2 more

AI Overviews

1.Zip

2.Tropic

3.Globality

4.Levelpath

5.GEP SMART

+2 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Zip to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

0Positive

4Neutral

0Negative

across 4 responses

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

ChatGPT

Neutral

No snippet captured

Claude

Neutral

No snippet captured

Gemini

Neutral

No snippet captured

AI Overviews

Neutral

“…Also known as ZipHQ, this San Francisco-based company provides software to streamline corporate purchasing.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Secured #1 positioning across ChatGPT, Claude, and AI Overviews for AI-driven procurement concierge inquiries.

Strength

High brand resonance for 'intake-to-procure' modernization, outperforming competitors in specialized operational efficiency queries.

Strength

Effective presence with the Technical Finance Controller persona, indicating strong alignment with power users.

Gap

Inconsistent visibility in 'supplier onboarding' and 'accounts payable' automation queries, where the brand frequently fails to trigger.

Gap

Low mention rates on Gemini compared to other platforms, limiting reach among search-centric users.

Gap

Underperformance in enterprise-wide software evaluation queries, allowing legacy competitors like Coupa and SAP Ariba to dominate the conversation.

Opportunity

Capitalize on 'concierge' leadership to bridge the gap into broader procurement automation narratives.

Opportunity

Optimize content to capture 'automated supplier onboarding' traffic, a current blind spot in the current strategy.

Opportunity

Enhance presence in enterprise-level procurement software comparisons to defend against established incumbents.

Technical Health

Site Health for AI Visibility

How well Zip's website is optimized for AI agent discovery and comprehension.

95/100

21 passed 2 warnings

Audited 3/10/2026

Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

4 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Zip's communication style and personality

Zip communicates with a tone that is highly professional, authoritative, and data-driven, reflecting its status as a leader in procurement technology. It balances this expertise with a modern, innovative, and solution-oriented personality that emphasizes efficiency and business growth.

Core Tone Traits

Authoritative & Expert

Positions the brand as a leader and innovator in the procurement space.

Data-driven

Focuses on measurable outcomes like speed, compliance, and cost savings.

Modern & Innovative

Highlights the use of agentic AI to redefine traditional workflows.

Professional & Efficient

Communicates clearly and directly, mirroring the efficiency of their platform.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Zip

Coupa39 mentions

SAP Ariba33 mentions

Zip19 mentions

Procurify18 mentions

Jaggaer16 mentions

NetSuite16 mentions

SAP15 mentions

Ivalua15 mentions

Precoro13 mentions

GEP SMART13 mentions

Oracle13 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Definitive Guide to P2P Process Optimization

https://44150209.fs1.hubspotusercontent-na1.net/hubfs/44150209/Downloadable%20Assets/Guides/Definitive-Guide-to-P2P-Process-Optimization-V2%2B%281%29.pdf

Referenced in 1 query

Review

Wikipedia

https://en.wikipedia.org/wiki/PICK_chart

Referenced in 1 query

Review

HighRadius

https://www.highradius.com/resources/Blog/supplier-onboarding-process/

Referenced in 1 query

Review

McKinsey

https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/Operations/Our%20Insights/Driving%20superior%20value%20through%20digital%20procurement/82f0293dcf00645037d4d2529d60b394.pdf

Referenced in 1 query

Review

Lasso Supply Chain

https://lassosupplychain.com/wp-content/uploads/2025/08/2025-Procurement-Software-Buyers-Guide.pdf

Referenced in 1 query

Review

WNS

https://s3.wns.com/S3_5/Documents/CaseStudy/PDFFiles/7066/207/Unifying-Procure-to-Pay-Operations-with-Automation-Analytics-for-a-Leading-Manufacturer.pdf

Referenced in 1 query

Review

ScottMadden

https://www.scottmadden.com/content/uploads/2022/02/ScottMadden_Driving-Effective-Transformation-in-Procurement.pdf

Referenced in 1 query

Review

arXiv

https://arxiv.org/abs/2311.15362

Referenced in 1 query

Review

6sigma.us

https://www.6sigma.us/six-sigma-articles/dmaic-approach-in-lean-six-sigma/

Referenced in 1 query

Review

Procurement Best Practices: How to Fix What’s Actually Broken

https://www.procurify.com/blog/best-practices-in-procurement/

Referenced in 1 query

Review

Mercanis | Blog: The 6 Procurement Problems You’ll Face in 2025 and How to Solve Them

https://www.mercanis.com/blog/the-6-procurement-problems-youll-face-in-2025

Referenced in 1 query

Review

Fix Bottlenecks In Your Procurement Process | Planergy Software

https://planergy.com/blog/bottlenecks-in-procurement-process/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Zip's resources to help users.

Establish Authority in Automated Onboarding and Accounts Payable

This goal targets the visibility gap in accounts payable workflows by producing high-authority content that AI models use to synthesize procurement advice. By distributing this across professional networks, we create the digital signals necessary for AI assistants to recommend Zip during the early consideration phase.

The definitive guide to reducing supplier onboarding cycle times through agentic AI automation.

How automated accounts payable workflows eliminate manual data entry and human error in procurement.

Why traditional supplier onboarding fails enterprise scale and how intelligent automation fixes the friction.

Streamlining the intake-to-pay lifecycle with integrated supplier risk assessment and compliance frameworks.

Dominate Enterprise Procurement Platform Comparison Queries in AI Search

To shift brand perception from a niche tool to a comprehensive solution, we will optimize for comparison keywords that AI search engines crawl. This involves creating comparative data and social proof that position Zip as the superior enterprise-grade orchestration alternative to legacy suites.

A comprehensive comparison of legacy procurement suites versus modern agentic orchestration platforms for enterprises.

Why enterprise procurement teams are migrating from monolithic ERPs to agile intake-to-pay systems.

Five critical features to evaluate when selecting an enterprise procurement platform for 2026.

How Zip outperforms legacy competitors in procurement compliance and internal user adoption metrics.

Optimize Technical Presence for Increased Visibility on Google Gemini

This goal addresses the low mention rate on Gemini by refining structured data and technical SEO to ensure better indexing of Zip's capabilities. By aligning web content with Gemini's preferred data structures, we improve the likelihood of being cited in technical procurement queries.

Exploring the role of search-structured data in modernizing enterprise procurement software discovery.

A technical breakdown of how agentic AI automates complex procurement intake and approval processes.

How Zip utilizes advanced schema markup to enhance visibility in AI-driven search environments.

The impact of high-quality technical documentation on enterprise software discovery and procurement selection.

Content Engineering

Recommended Actions

Develop and distribute high-authority content focused on automated supplier onboarding and accounts payable workflows.

The data reveals this is a major gap where competitors capture traffic; filling this will capture users at the early consideration stage of the procurement stack.

Impact: High

Launch a targeted SEO and AI-indexing strategy specifically for enterprise procurement platform comparison keywords.

Legacy competitors currently occupy the top positions here; winning these queries is essential to shifting the perception of Zip from a niche tool to a comprehensive enterprise solution.

Impact: High

Audit and refine search-structured data to increase presence and ranking on Gemini.

Zip's mention rate on Gemini significantly trails other platforms, representing an untapped channel for reaching diverse technical search audiences.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 10, 2026.