| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Business banking | Treasury and cash | 12% | 3 of 78 | 14% | 42 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 2 | 2 | 0 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.1 Fast | 1 | 2 | 0 | 2 | 5 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 2 | 1 | 5 |
| Kimi K2 | 1 | 1 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 0 | 2 | 1 | 4 |
| MiniMax M2.5 | 1 | 0 | 2 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“If your business is a local storefront, restaurant, or contractor handling physical cash, stick to Chase or Bank of America.” Gemini 3.5 Flash · Business banking · comparative prompt · first choice
“Mercury or Chase are the safest starting points—Mercury for speed and tech, Chase for lending and relationship depth.” Kimi K2 · Business banking · direct prompt · first choice
“The largest commercial bank in the U.S. with the highest number of business accounts... Choose a National Bank (Chase/BofA)” Qwen 3.7 Flash · Business banking · comparative prompt · first choice
“Best overall for many mid-market B2B firms: J.P. Morgan Commercial Banking / Treasury” GPT-5.4 mini · Business banking · direct prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid traditional banks (e.g., Chase) for mid-sized startups—they lack fintech speed/tools.” Grok 4.1 Fast · Business banking · paraphrase prompt · hard negative
“Avoid big banks like Chase (waivable but complex fees).” Grok 4.1 Fast · Business banking · budget prompt · hard negative
“may be better even though it usually costs more; Chase's Business Complete account has a $15 monthly fee” Perplexity Sonar · Business banking · budget prompt · soft negative
“standard banks like Chase or Wells Fargo will drain you with ~3-4% exchange fees” Qwen 3.7 Flash · Business banking · budget prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 89 of the 116 answers that named Chase Business Banking and are not a share of its labels.
399 of the 399 domain citations in answers naming Chase Business Banking came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Chase Business Banking's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Chase Business Banking, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at chase.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.