2 categories · RankedChargeback.io
Chargeback.io is a chargeback management product that offers real-time prevention alerts through the RDR, CDRN and Ethoca networks, along with automated representment workflows · chargeback.io ↗
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.
Chargeblast is first at 23%.
Chargeblast is first at 19%. 0 of 14 models made it the first choice when asked directly.
Chargebacks911 is first at 25%.
Why models recommend it
“For most limited-budget companies: Chargeback.io is likely your best bet”Kimi K2 · Budget-constrained question · first choice
“For pure prevention on a pay-per-prevented basis, Chargeback.io markets the cheapest alert rates.”Muse Glimmer 30B · Budget-constrained question · alternative
“ideal for low-volume businesses since you don't pay unless you receive alerts”Claude Haiku 4.5 · Budget-constrained question · alternative
“For prevention-first: Chargeblast, ChargebackStop, Chargeback.io”GLM 4.7 FlashX · Comparative question · alternative
What gives them pause
“Chargeflow / Chargeback.io | Automated post-transaction chargeback dispute recovery. | Best for post-purchase recovery; does not prevent true fraud before the checkout happens.”Gemini 3.5 Flash · Negative question · warning
“be wary of over-reliance on automated refunds—this can lead to unnecessary revenue loss if not calibrated properly”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Chargeback.io, over the 22 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 4 | View → | |
| 13 | 1 | View → | |
| 12 | 8 | View → | |
| 9 | 1 | View → | |
| 9 | 1 | View → | |
| 7 | 2 | View → | |
| 7 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Chargeback.io's own site, not checked by Gane.
- For
- businesses
- Price stated
- Pay per use pricing model; Ethoca $29 per alert; RDR $15 per alert; CDRN $15 per alert
- Starting price
- 15
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 22 of the 22 answers that named Chargeback.io and are not a share of its labels.
Domains cited
Eighty-two of the 103 domain citations in answers naming Chargeback.io came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 159 | 100 | 2026-09-30 | Chargeback management, Payment orchestration | |
| Glossary or explainer | 38 | 38 | 2026-09-28 | Chargeback management | |
| Comparison | 31 | 23 | 2026-09-28 | ||
| Case study | 2 | 2 | 2026-09-07 | ||
| Template or tool | 1 | undated |
Most recent
- 2026-09-30Shopify ndrp blog
- 2026-09-28Best payment orchestration platforms blog
- 2026-09-28Creditcard encryption vs tokenization comparison
- 2026-09-28Dropshipping inr chargebacks blog
- 2026-09-28What is 3d secure glossary or explainer
- 2026-09-25Avoid chargebacks in saas blog
How it is countedHide how it is counted
Every page chargeback.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. Read October 5, 2026.