Index › GTM › Products › Zilliant · November 2026 Edition
2 categories · Ranked

Zilliant

Zilliant is pricing optimization and rebate management software for B2B organizations · zilliant.com ↗

#4Best rank (enterprise)
14/14Models named it
10First choices
46Warnings
November 2026 Edition · all company sizes counted.
Ranked inPricing optimization #4 enterpriseCPQ #74
What AI models recommend in pricing optimization

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Pricefx and Zilliant are the best options due to their balance of power, ease of use, and mid-market focus”Mistral Small · Direct question · first choice
“or Zilliant if you have a complex product catalog and need strong guided selling”MiniMax M2.5 · Paraphrase question · first choice
“Pricefx and Zilliant are the top choices”Mistral Small · Paraphrase question · first choice
“Strong B2B pricing intelligence, segmentation, and margin recommendations; better suited to larger, data-mature teams.”Perplexity Sonar · Direct question · alternative

What gives them pause

“Other platforms that have been criticized include PROS Smart Price Optimization & Management, Zilliant, and Competera.”Llama 4 Maverick · Negative question · warning
“Avoid unless you have complex, high-volume B2B operations and a big budget.”Grok 4.20 · Negative question · warning
“Avoid enterprise platforms such as Pricefx, PROS, Zilliant, or Competera”Perplexity Sonar · Budget-constrained question · warning
“Be very cautious with Vendavo, PROS, and Zilliant”Qwen 3.7 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Zilliant, over the 145 answers that named it, and how often each was the first choice instead.

What the models named instead of Zilliant →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Zilliant came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 136 of the 145 answers that named Zilliant and are not a share of its labels.

Domains cited

softwareworld.co65
g2.com62
virtocommerce.com41
getapp.com40
verifiedmarketresearch.com38
capterra.com36
guideflow.com36
softwareadvice.com34
theretailexec.com33
marketintelligencetools.com32

417 of the 417 domain citations in answers naming Zilliant came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Zilliant across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.503003
GPT-5.4 mini02013
Gemini 3.5 Flash03025
Perplexity Sonar03014
Grok 4.2002215
Mistral Small21014
DeepSeek V4 Flash01214
Llama 4 Maverick00112
Qwen 3.7 Flash02013
Kimi K203025
GLM 4.7 FlashX01124
MiniMax M2.513004
GPT-6 Luna02002
Muse Glimmer 30B02013

What it publishes

Addresses on zilliant.com
951
subdomains included
Content
884
counted in the table below
Documentation
7
Product · Integration
10 · 5
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog31802026-06-04CPQ, Ecommerce marketing
News or press21332026-09-09CPQ
Podcast or video12902025-04-04CPQ
Webinar or virtual event9102026-06-25CPQ
Report or ebook8122026-07-16CPQ
Case study3542026-09-24CPQ
Glossary or explainer1202024-11-26
Conference or event402023-02-14
Comparison1undated
How it is countedHide how it is counted

Every page zilliant.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.