Rebate management · November 2026 Edition
Enable vs 360insights
Ten of fourteen models named Enable first on the direct prompt; zero named 360insights. Enable was named by fourteen of the fourteen models and 360insights by eight and Enable carries 62 labels and 360insights 15, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share48%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 15; printed, not drawn.
Labels6215A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Enable reading right to left. Rank and label count are printed, not drawn.incentX was named alongside these two in nine of the fourteen direct answers. Enable vs incentX · Enable vs e-bate · Enable vs Pricefx
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the rebate management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
EnableFirst choices, of fourteen models360insights
Direct100
Paraphrase131
Comparative120
Budget-constrained002 against Enable
Scale-constrained30
Negative008 against Enable · 1 against 360insights
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Enable and 360insights stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | | |
| Grok 4.20 | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | | ||
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | |
Enable 360insights first choice named as an alternative argued againstblank: not namedEach cell is one answer, Enable on the left and 360insights on the right.The direct prompt
The plain question, one answer per model, grouped by where Enable and 360insights stood in it.
Enable first, 360insights an alternative
10 of 14 models360insights was named in the answer but not as the choice, or not at all.GPT-5.4 miniEnable alternatives: IMA360, Vendavo, Vistex
Gemini 3.5 FlashEnable alternatives: 360insights, Flintfox, Level 6, Vendavo, e-bate, incentX
Perplexity SonarEnable alternatives: BlackCurve, Fielo Rebates, Pricefx, SAP Condition Contract Settlement, Vistex, e-bate
Grok 4.20Enable alternatives: BlackCurve Rebate Management, Fielo Rebates, SolveXia, incentX
Mistral SmallEnable, incentX alternatives: Pricefx, Vistaar SmartRebates
DeepSeek V4 FlashEnable alternatives: Flintfox, e-bate, incentX
Kimi K2Enable alternatives: incentX
GLM 4.7 FlashXEnable alternatives: BlackCurve, Fielo, Zilliant, incentX
MiniMax M2.5Enable alternatives: E2open, Pricefx, SAP Condition Contract Settlement, Zilliant
GPT-6 LunaEnable alternatives: IMA360, Pricefx, Vendavo
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5SolveXia alternatives: Enable, Phocas Software, Pricefx
Llama 4 MaverickFielo alternatives: BlackCurve Rebate Management, Enable, SolveXia, incentX
Qwen 3.7 FlashBlackCurve Rebate Management, Fielo alternatives: Enable, Zilliant, incentX
Muse Glimmer 30BWiser Promotions alternatives: Enable, Pricefx, Vendavo, Vistaar SmartRebates, Zilliant, incentX
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Enable leads by twenty-three points.
Enable23%#2 of 11360insights0%#– of 11Mid-marketThe figures above
Enable leads by forty-six points.
Enable48%#1 of 15360insights2%#6 of 15Enterprise
Enable leads by sixty-three points.
Enable63%#1 of 9360insights0%#– of 9What the models said about Enable
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid starting with Enable, Vendavo, Vistex, or Model N” Perplexity Sonar · budget prompt · hard negative
“strong overall reputation, but recent G2 feedback flags data duplication, timezone/report access issues, difficult implementation, a steep learning curve, and clunky navigation” GPT-5.4 mini · negative prompt · soft negative
“Implementation Disconnects: Users report friction during onboarding where pre-sales expectations clash with data mapping realities” Gemini 3.5 Flash · negative prompt · soft negative
“Most enterprise buyers today evaluate Enable as the category leader (consistently ranked #1 in G2 grids and cited as a clear leader in AI recommendation indexes)” Kimi K2 · comparative prompt · first choice
“Enable: A top choice for mid-market distributors, manufacturers, and retailers seeking strong trading-partner collaboration and dedicated rebate management.” Gemini 3.5 Flash · scale prompt · first choice
“Enable is best for enterprise rebate operations, as an AI-powered pricing and rebate management platform built for complex commercial teams” Claude Haiku 4.5 · comparative prompt · first choice
What the models said about 360insights
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Be cautious if you are a distributor collecting supplier rebates rather than a manufacturer or brand paying channel incentives.” Perplexity Sonar · negative prompt · soft negative
“I'd recommend evaluating Enable or 360insights first if you want a focused, easy-to-implement solution” Claude Haiku 4.5 · paraphrase prompt · first choice
“Choose 360insights when partner incentives and indirect-channel execution matter more than traditional rebate accounting.” Perplexity Sonar · comparative prompt · alternative
“Best if your focus is heavily on channel partner ecosystems... may feel more channel-centric than pure rebate tracking.” Grok 4.20 · paraphrase prompt · alternative
Also compared
Enable vs incentXEnable vs e-bateEnable vs PricefxEnable vs VoucherifyEnable vs Phocas SoftwareEnable vs SolveXiaincentX vs 360insightse-bate vs 360insightsPricefx vs 360insightsVoucherify vs 360insights360insights vs Phocas Software360insights vs SolveXiaAll twenty-eight head-to-head pages and the full rebate management standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.