SEON vs ClearSale
Three of fourteen models named SEON first on the direct prompt; three named ClearSale. SEON was named by fourteen of the fourteen models and ClearSale by twelve and SEON carries 43 labels and ClearSale 27, so the shares are not directly comparable.
Named in three categories this edition.
ClearSale
accepted challengerNamed in two categories this edition.
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 ecommerce fraud prevention page.
By framing
SEONFirst choices, of fourteen modelsClearSaleAcross every category in the November 2026 Edition, SEON and ClearSale were named in the same answer fifty-three times, of the 136 answers naming SEON and the 82 naming ClearSale. In those answers ClearSale took the first choice seven times and SEON four.
Every model, every framing
| Model | DirectCL | ParaphraseCL | ComparativeCL | Budget-constrainedCL | Scale-constrainedCL | NegativeCL |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | CL | ||
| GPT-5.4 mini | CL | |||||
| Gemini 3.5 Flash | | | CL | CL | ||
| Perplexity Sonar | CL | CL | | | | |
| Grok 4.20 | CL | CL | | |||
| Mistral Small | CL | CL | ||||
| DeepSeek V4 Flash | | CL | CL | CL | ||
| Llama 4 Maverick | CL | |||||
| Qwen 3.7 Flash | CL | | ||||
| Kimi K2 | | | CL | |||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | CL | CL | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | CL | CL | CL |
SEONCL ClearSale first choice named as an alternative argued againstblank: not namedEach cell is one answer, SEON on the left and ClearSale on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.SEON first, ClearSale an alternative
2 of 14 modelsClearSale was named in the answer but not as the choice, or not at all.ClearSale first, SEON an alternative
2 of 14 modelsSEON was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.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
SEON9%#4 of 14What the models said about SEON
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Reported pricing starts around $699/month, so it may be less suitable for very small merchants.” Perplexity Sonar · budget prompt · soft negative
“Be cautious if the vendor cannot explain what data it uses, how long it retains it” Perplexity Sonar · negative prompt · soft negative
“SEON publishes self-serve pricing at $699/month for the Starter tier” Muse Glimmer 30B · budget prompt · soft negative
“SMBs on a tight budget should compare SEON, FraudLabs Pro, and Sift... SEON's free tier can help you get started without immediate investment.” Claude Haiku 4.5 · budget prompt · first choice
“Reviews suggest this platform is user-friendly and offers better visibility into how fraud signals are calculated” GLM 4.7 FlashX · negative prompt · first choice
“For a mid-market B2B company, SEON is the strongest overall choice.” DeepSeek V4 Flash · direct prompt · first choice
What the models said about ClearSale
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“ClearSale has users who flag occasional service downtime and slow support response times during active issues” Claude Haiku 4.5 · negative prompt · soft negative
“I'd recommend requesting demos from ClearSale, Sift, and SEON to evaluate which fits your specific B2B workflow needs best.” MiniMax M2.5 · direct prompt · first choice
“ClearSale if you want a more established option with a strong small-business reputation” GPT-5.4 mini · budget prompt · first choice
“ClearSale and Signifyd are the top choices due to their proven track records” Mistral Small · direct prompt · first choice
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.