SEON is a fraud prevention product with an API-first design that uses scoring and device-level signals to detect fraud · seon.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Stripe Radar is first at 34%.
Stripe Radar is first at 15%. 3 of 14 models made it the first choice when asked directly.
Trustpair is first at 25%.
“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-constrained question · first choice
“Reviews suggest this platform is user-friendly and offers better visibility into how fraud signals are calculated”GLM 4.7 FlashX · Negative question · first choice
“Start with SEON for its excellent value proposition and proven track record with mid-sized businesses.”GLM 4.7 FlashX · Paraphrase question · first choice
“For a mid-market B2B company, SEON is the strongest overall choice.”DeepSeek V4 Flash · Direct question · first choice
“Reported pricing starts around $699/month, so it may be less suitable for very small merchants.”Perplexity Sonar · Budget-constrained question · warning
“Be cautious if the vendor cannot explain what data it uses, how long it retains it”Perplexity Sonar · Negative question · warning
“SEON publishes self-serve pricing at $699/month for the Starter tier”Muse Glimmer 30B · Budget-constrained question · warning
The products named in the same answers as SEON, over the 136 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 99 | 25 | Compare → | |
| 90 | 7 | Compare → | |
| 65 | 13 | View → | |
| 62 | 19 | Compare → | |
| 53 | 7 | Compare → | |
| 53 | 3 | Compare → | |
| 51 | 0 | View → | |
| 48 | 9 | Compare → | |
| 41 | 1 | Compare → | |
| 30 | 1 | View → |
What the models named instead of SEON →
A side-by-side page exists where both products are among a category's top eight.
Stated on SEON's own site, not checked by Gane.
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 →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 124 of the 136 answers that named SEON and are not a share of its labels.
442 of the 442 domain citations in answers naming SEON came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-5.4 mini | 0 | 2 | 2 | 0 | 4 |
| Gemini 3.5 Flash | 1 | 3 | 1 | 0 | 5 |
| Perplexity Sonar | 1 | 2 | 0 | 2 | 5 |
| Grok 4.20 | 1 | 2 | 1 | 0 | 4 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 2 | 2 | 2 | 0 | 6 |
| MiniMax M2.5 | 1 | 0 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 3 | 2 | 1 | 6 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 535 | 12 | 2026-10-02 | Chargeback management | |
| News or press | 122 | 11 | 2026-09-29 | Chargeback management | |
| Case study | 54 | 2 | 2026-09-18 | ||
| Webinar or virtual event | 50 | 3 | 2026-09-03 | ||
| Report or ebook | 38 | 2 | 2026-08-17 | ||
| Comparison | 31 | 2 | 2026-09-24 | ||
| Conference or event | 9 | 0 | 2026-01-30 | ||
| Glossary or explainer | 9 | 0 | 2025-12-01 | ||
| Template or tool | 2 | 0 | 2022-04-11 |
Every page seon.io 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 October 5, 2026.