Thunderdome B2B SaaS AI Visibility Index

← Warehouse Management (WMS) ranking

Brand report · July 2026

inFlow Inventory inFlow Inventory: AI Visibility Report

inflowinventory.com ↗

When buyers ask ChatGPT, Claude, and Gemini about warehouse management (wms), inFlow Inventory ranks #11 of 15, a Visibility Score of 14 in Warehouse Management (WMS) .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees inFlow Inventory

Budget fallback, not a category contender worth recommending unprompted.

Where it wins. inFlow gets traction when buyers ask about cheaper or alternative options, reflected in a 15% mention rate that keeps it on the map. That one prompt theme is doing most of the work.

Where it loses. A 2.8% first-pick rate and absence from five major prompt themes, including top tools, use-case fit, and enterprise picks, means AI models treat it as a footnote rather than a real recommendation.

AI-generated analysis of the July 2026 measurements.

Positioning

How inFlow Inventory positions itself vs how AI ranks it

The pitch

"Inventory software that keeps up with changing costs"

Targets Small business
What AI actually says

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

Warehouse Management (WMS) · #11 of 15

14 / 100 first snapshot (July 2026)
15%
mention rate (72 answers)
2
avg. position
3%
first pick
2%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
25
Claude
12
Gemini
4
Prompt themes inFlow Inventory would want to own

Share of each theme's answers that mention inFlow Inventory. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Budget & alternatives
6/9 · #1×2

Gaps Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one

Most co-mentioned competitors
Zoho Inventory
82%
ShipHero
55%
Extensiv
55%
Odoo
55%
Sortly
55%
Cin7
45%

Share of inFlow Inventory's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Scores are measured from real AI answers, refreshed monthly. Methodology.

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