Rebate management · RankedZilliant
Zilliant is pricing optimization and rebate management software for B2B organizations · zilliant.com ↗
Why models recommend it
“Often recommended if your priority is specifically standardizing supplier rebate claims at scale”Qwen 3.7 Flash · Direct question · alternative
“Zilliant is the best overall choice for mid-size teams running multiple, rule-heavy rebate programs”Muse Glimmer 30B · Direct question · alternative
“Other options include Fielo, Zilliant, and Tredence”Llama 4 Maverick · Budget-constrained question · alternative
“3. Zilliant ⭐ *Best for Manufacturers*”GLM 4.7 FlashX · Direct question · alternative
What gives them pause
“avoid tools requiring strong governance to keep eligibility outcomes consistent, including E2open and Zilliant”Claude Haiku 4.5 · Negative question · warning
“Examples: Pricefx, Vendavo, Zilliant ... Why to Exercise Caution”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Zilliant, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 1 | View → | |
| 13 | 9 | View → | |
| 12 | 0 | View → | |
| 11 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
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
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 18 of the 20 answers that named Zilliant and are not a share of its labels.
Domains cited
Sixty-six of the seventy domain citations in answers naming Zilliant came from a third party's page. Four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 318 | 0 | 2026-06-04 | ||
| News or press | 213 | 3 | 2026-09-09 | ||
| Podcast or video | 129 | 0 | 2025-04-04 | ||
| Webinar or virtual event | 91 | 0 | 2026-06-25 | ||
| Report or ebook | 81 | 2 | 2026-07-16 | ||
| Case study | 35 | 4 | 2026-09-24 | ||
| Glossary or explainer | 12 | 0 | 2024-11-26 | ||
| Conference or event | 4 | 0 | 2023-02-14 | ||
| Comparison | 1 | undated |
Most recent
- 2026-09-24From 10 million manual discount entries to pricing control at scale case study
- 2026-09-09Press releases news or press
- 2026-09-09Ftz selects zilliant after real time benchmark confirms superior pricing performance at scale news or press
- 2026-09-02From chaos to confidence how controlled pricing execution turned volatility into a competitive advantage case study
- 2026-08-26Foodservice distributor lifts margin 134 basis points with price iq case study
- 2026-08-20From regional pilot to global pricing control case study
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.