AEO Audit is a free tool that scores B2B SaaS websites for AI search visibility — how likely they are to be cited by ChatGPT, Perplexity, and Google AI Overviews when B2B buyers search.

What is AI Engine Optimization (AEO)?

AI Engine Optimization (AEO) is the practice of structuring content, entity signals, and technical infrastructure so that AI engines cite your brand in generated answers. It extends traditional SEO to cover ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Yes. AEO Audit is free. Enter any B2B SaaS brand and receive a full AI visibility score with prioritised recommendations.

How does AEO Audit score websites?

AEO Audit scores across six pillars: AI Visibility (22%), Brand Authority (23%), Content Quality (18%), Platform Optimization (15%), Structured Data (12%), and Technical AEO (10%). Each pillar reflects specific signals that AI engines use when deciding which sources to cite.

Subcategory · AI Citation Index

Inventory Management

This category is deeply consolidated around ERP-anchored platforms. NetSuite shows up in 100% of discovery prompts on every engine, QuickBooks in 97%, and Fishbowl in 94%. The shortlist splits between full ERP suites (NetSuite, Microsoft Dynamics 365, QuickBooks), dedicated inventory products (Fishbowl, Zoho Inventory), and niche specialists (POINT, Cin7 Omni, Manhattan Associates). Zoho Inventory is the only brand in the dataset with evaluation-stage signal — it appears in 10 head-to-head comparisons but we lack scoring across enough brands to call meaningful win-loss patterns. The data set here is discovery-heavy: all 35 prompts are top-of-funnel queries about best tools and integration options, with no head-to-head matchups or trust-stage questions captured yet. This is a consolidated category — one brand (NetSuite) owns universal AI attention, and the next tier clusters tightly around 90% visibility.

35 discovery queries · 10 head-to-heads · refreshed May 1, 2026

Discovery stage

The shortlist

Across 35 buyer-style "Inventory Management" queries

Most cited · Inventory ManagementLive

netsuite.com

Cited in 35 of 35 buyer questions for Inventory Management — surfaced by 3 of 3 AI engines.

ChatGPTGeminiClaude

Citation rate

100%

See the full netsuite.com profile→

NetSuite and QuickBooks together capture near-universal AI attention. NetSuite appears in every discovery prompt across all four engines (ChatGPT, Claude, Gemini, Perplexity), while QuickBooks shows up in 97% of the same queries on the same engine set. Fishbowl holds the third slot at 94%, and Zoho Inventory lands in 91%. All four brands surface across every engine, leaving no single-engine darlings at the top of the shortlist. Microsoft Dynamics 365 rounds out the consensus tier at 83%, with consistent cross-engine visibility.

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions

Tracked acrossChatGPT,Gemini,Claude

Get weekly AI visibility changes for Inventory Management sent to your inbox.

Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

Zoho Expense

6/6

Quickbooks

6/6

Cin7 Core

6/6

Netsuite

6/6

Channels

6/6

Quickbooks

4/4

Fishbowl

4/4

Cin7 Omni

4/4

Linnworks

4/4

Netsuite

4/4

Fishbowl

4/4

inFlow Inventory

4/4

Netsuite

4/4

Microsoft

4/4

Manhattan Associates

4/4

Fishbowl

3/3

Brightpearl

3/3

Quickbooks

3/3

Linnworks

3/3

Netsuite

3/3

POINT

3/3

Plan

3/3

Blue Yonder

3/3

SAP

3/3

Oracle

3/3

WooCommerce

3/3

Cin7 Core

3/3

Zoho Expense

3/3

Quickbooks

3/3

Fishbowl

3/3

Zoho Expense

3/3

Cin7 Core

3/3

Netsuite

3/3

SAP

3/3

Channels

3/3

Netsuite

3/3

Oracle

3/3

SAP

3/3

Microsoft

3/3

Jit

2/3

≥50% cited

25–49%

<25%

Topics are discovery-stage prompt clusters · inventory-management

Brands to know

In this category

Zoho Inventory

Riser

Cloud inventory platform with multi-channel integration

Read brand profile →

Fishbowl

QuickBooks-integrated inventory for manufacturing & wholesale

Read brand profile →

Cin7 Omni

Inventory and order management for retail

Read brand profile →

inFlow Inventory

SMB-focused inventory and order tracking

Read brand profile →

Citation sources

Where AI pulls citations from

524 citations captured across Inventory Management prompt runs.

Vendor pages

141

Product, help, and marketing pages from tracked vendors

Independent sources

181

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Inventory Management questions

Every query in this category is top-of-funnel discovery — buyers ask AI for the best inventory management tools by use case, integration needs, and real-time tracking features. Common phrasings include 'What tools are available for real-time inventory tracking?', 'How do I integrate inventory management with my sales system?', and 'What does inventory management software do?' No head-to-head comparison queries, pricing questions, or trust-stage prompts appear in the current prompt set, so the data reflects pure early-stage exploration of available platforms.