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

Warehouse Management (WMS)

The warehouse management software category shows striking uniformity: all top vendors achieve maximum model diversity (4/4) while shortlist rates cluster tightly between 34-56%. Blue Yonder and Manhattan Associates lead marginally, but the compressed range suggests functional parity among enterprise platforms. The complete absence of prompt coverage indicates buyers either lack vocabulary to specify WMS needs or assume all solutions handle core warehouse operations similarly, defaulting to brand recognition for differentiation.

163 discovery queries · 255 head-to-heads · refreshed Jun 1, 2026

Discovery stage

The shortlist

Across 163 buyer-style "Warehouse Management (WMS)" queries

Most cited · Warehouse Management (WMS)Live

Blue Yonder

blueyonder.com

Cited in 92 of 163 buyer questions for Warehouse Management (WMS) — surfaced by 3 of 3 AI engines.

ChatGPTGeminiClaude

Citation rate

56%

Visibility score54/100

See the full Blue Yonder profile→

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 Warehouse Management (WMS) 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.

Netsuite

6/6

Microsoft

6/6

Blue Yonder

6/6

Manhattan Associates

6/6

Fishbowl

5/6

SAP

4/6

Manhattan Associates

4/6

Netsuite

4/6

Blue Yonder

3/6

Oracle

3/6

Fishbowl

5/5

Netsuite

5/5

Manhattan Associates

5/5

Blue Yonder

5/5

SAP

5/5

Blue Yonder

4/4

Netsuite

4/4

Fishbowl

4/4

POINT

4/4

Manhattan Associates

3/4

Zebra

4/4

SAP

4/4

Manhattan Associates

4/4

Blue Yonder

4/4

Oracle

4/4

SAP

4/4

Locus

4/4

Manhattan Associates

4/4

Blue Yonder

4/4

Oracle

4/4

Netsuite

4/4

SAP

4/4

Manhattan Associates

4/4

Blue Yonder

4/4

Oracle

4/4

Manhattan Associates

3/3

Blue Yonder

3/3

ShipHero

3/3

Netsuite

3/3

Microsoft

3/3

≥50% cited

25–49%

<25%

Topics are discovery-stage prompt clusters · warehouse-management

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 17/100

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure

Median citation rate 17/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Brands to know

In this category

Blue Yonder

Leads shortlist rate at 56% with maximum model diversity, suggesting broad appeal across warehouse operation types despite thin differentiation from close competitors.

Read brand profile →