Coupa wins on ChatGPT.
Not Vroozi.
25-query audit across ChatGPT, Gemini & Claude. Vroozi is cited on 3 of 75 responses across all 3 platforms (4.0%) while Coupa dominates with 38+ citations. ChatGPT delivered complete invisibility — 0 of 25 queries.
This report was generated using Xtrusio, an AI visibility and demand intelligence platform that analyzes how companies appear across modern AI systems such as ChatGPT, Gemini, Claude, Perplexity, and other generative engines. It identifies what questions decision makers are asking, whether a brand is being cited, and what content or authority signals are required to improve visibility.
The 25 buyer-intent queries, citation tracking, competitor analysis, and strategic recommendations in this report are outputs of Xtrusio's persona intelligence, AI citation tracking, and competitive signal analysis modules.
The insights in this page are generated using Xtrusio's proprietary research and content intelligence framework.
Vroozi is near-invisible in AI-generated buyer recommendations. When a VP of Procurement asks ChatGPT for a procure-to-pay platform, Coupa, SAP Ariba, and Jaggaer get cited. When a CFO asks about AP automation, Stampli, Tipalti, and AvidXchange appear. Across 75 query-platform pairs, Vroozi appeared only 3 times — never on ChatGPT — despite being an award-winning SpendTech platform with clients like Northrop Grumman, Maersk, and NBCUniversal.
Platform Scorecard
Vroozi citation rate across AI platforms
AI Visibility Leaderboard
Who owns the AI conversation — total citations across all platforms
AI Positioning Audit
25 buyer-intent queries — click any row to see the exact question
Each query was written from the perspective of a real decision-maker researching procurement solutions. These personas represent the buyers whose AI search results determine whether Vroozi gets discovered.
| # | Query Topic | Cluster | ChatGPT | Gemini | Claude |
|---|---|---|---|---|---|
| TOTAL | 0/25 (0%) | 2/25 (8%) | 1/25 (4%) |
Semrush AI Visibility
Automated scores vs buyer-intent reality
Semrush AI Visibility gives Vroozi a score of 17/100. But the topics it tracks reveal why this score is misleading for a niche B2B procure-to-pay platform.
| Company | Score | Mentions | Citations | Cited Pages |
|---|---|---|---|---|
| vroozi.com | 17/100 | 167 | 473 | 235 |
| coupa.com | 39/100 | 6,000 | 2,400 | 1,800 |
| ariba.com | 27/100 | 1,200 | 423 | 552 |
| procurify.com | 24/100 | 1,400 | 2,200 | 814 |
Semrush gives Vroozi 17/100 with 167 mentions, but the top topic is “Vroozi Platform and Login” — an existing-customer navigational query, not a buyer-intent signal. Zero of Vroozi’s competitive categories (procure-to-pay, AP automation, marketplace, spend management) appear as tracked topics.
Even the competitors score “Low” or “Medium” on Semrush, but their raw numbers expose the gap: Coupa has 36x Vroozi's mentions (6,000 vs 167). This is why companies increasingly rely on an AI visibility analysis platform like Xtrusio to test what decision-makers actually ask during discovery.
AI Visibility Gaps
Where Vroozi disappears during buyer discovery
Vroozi's near-invisibility isn't random. It follows a pattern: every category Vroozi competes in is owned by 2–3 competitors with dramatically more citable content.
“I'm a VP of Procurement at a mid-market manufacturing company using SAP. We're spending too much time on manual purchase orders and our spend visibility is terrible. What procure-to-pay platforms should I evaluate?”
“Our company runs NetSuite and we need a procurement extension that handles catalog management, purchase requisitions, and invoice processing. What are the best options for NetSuite users?”
“What procurement platforms offer the best mobile experience? Our managers need to approve purchase orders on their phones.”
AI Topic Authority Map
Which competitors own which topics in AI answers
| Topic | AI Leader | Vroozi Status |
|---|---|---|
| Mid-Market P2P | Procurify / Precoro / Coupa | Invisible (0/75) |
| Catalog / Marketplace | SAP Ariba / Coupa / Jaggaer | Claude only (1/75) |
| Maverick Spend Control | SAP Ariba / Coupa / Ivalua | Gemini #1 (1/75) |
| Multi-Location Retail | Coupa / DOSS / TradeGecko | Gemini #2 (1/75) |
| SAP Integration | SAP Ariba / Coupa / Jaggaer | Invisible (0/75) |
| NetSuite Procurement | Zone & Co / Celonis / Airbase | Invisible (0/75) |
| AP Automation | Stampli / Tipalti / AvidXchange | Invisible (0/75) |
| User Adoption / UX | Procurify / Kissflow / Precoro | Invisible (0/75) |
| Mobile Procurement | Procurify / Kissflow / Coupa | Invisible (0/75) |
| Fast Deployment | Precoro / Spendflo / Kissflow | Invisible (0/75) |
| Deltek / GovCon | Jaggaer / Deltek native | Invisible (0/75) |
| 2026 Vendor Shortlist | Coupa / SAP Ariba / Procurify | Invisible (0/75) |
Methodology
How we conducted this Xtrusio AEO/GEO Audit
This research is based on Xtrusio's proprietary AI visibility analysis framework, which studies how generative AI systems interpret, rank, and cite companies when answering real buyer questions.
Recommendations
Prioritised actions to escape AI invisibility
- “Best Procure-to-Pay Software 2026” pillar page with comparison tables
- Comparison pages: Vroozi vs Coupa, Vroozi vs Procurify, Vroozi vs SAP Ariba
- Publish named case studies with metrics: Northrop Grumman, Maersk, NBCUniversal results
- Add schema.org structured data (Organization, SoftwareApplication, FAQPage) to all pages
- Dedicated “Best Procurement Software for NetSuite” page
- “Procurement Automation for Government Contractors (Deltek Costpoint)” landing page
- Pitch articles to Supply Chain Digital, Spend Matters, Procurement Magazine, CFO Dive
- Aggressively grow G2, Capterra, and Gartner Peer Insights review volume
- Publish “The Complete Guide to Procure-to-Pay Automation for Mid-Market Companies”
- Create industry-specific P2P content for food manufacturing, defense, healthcare verticals
- Amplify Deltek Partner of the Year award through PR, content syndication, and co-branded assets
- Quarterly Xtrusio re-audits to track progress against Coupa, Procurify, and SAP Ariba
The Gap is Fixable. The Window is Now.
Before Coupa and Procurify widen the lead, let’s discuss how to make Vroozi visible in AI search.
This research report was generated using the Xtrusio Company Intelligence Module, which evaluates how a company appears across multiple AI systems and knowledge sources.
