| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Business banking | Treasury and cash | 23% | 1 of 86 | 18% | 44 | accepted challenger | ▲+7Since September 2026: 20% → 27%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Treasury management systems | Treasury and cash | 2% | 11 of 124 | 0% | 3 | under 10 labels · led by Trovata at 28% | ▼−2Since September 2026: 5% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Corporate cards | Spend and procurement | 0% | 11 of 67 | 0% | 6 | under 10 labels · led by Ramp at 52% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Business bill pay | Treasury and cash | 0% | 60 of 98 | 0% | 1 | under 10 labels · led by BILL at 32% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Expense management | Spend and procurement | 0% | 26 of 54 | 0% | 1 | under 10 labels · led by Ramp at 35% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Invoicing software | Receivables and billing | 0% | 48 of 71 | 0% | 1 | under 10 labels · led by Zoho Invoice at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Spend management platforms | Spend and procurement | 0% | 31 of 46 | 0% | 1 | under 10 labels · led by Ramp at 44% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Business banking | 20% | 27% | ▲+7Since September 2026: 20% → 27%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 86, unchanged |
| Treasury management syst | 5% | 2% | ▼−2Since September 2026: 5% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 11 of 124 |
| Corporate cards | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 31 → 11 of 67 |
| Business bill pay | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 30 → 60 of 98 |
| Expense management | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 28 → 26 of 54 |
| Invoicing software | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 55 → 48 of 71 |
| Spend management platfor | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 16 → 31 of 46 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 6 | 0 | 1 | 7 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 3 | 1 | 1 | 2 | 7 |
| Mistral Small | 2 | 0 | 2 | 0 | 4 |
| DeepSeek V4 Flash | 2 | 3 | 0 | 2 | 7 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 3 | 1 | 1 | 6 |
| Kimi K2 | 2 | 4 | 1 | 1 | 8 |
| GLM 4.7 FlashX | 2 | 1 | 2 | 0 | 5 |
| MiniMax M2.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“For a US startup with a tiny budget: Novo or Mercury (both completely free with $0 minimums and excellent features).” DeepSeek V4 Flash · Business banking · budget prompt · first choice
“Bluevine or Mercury currently offer the best combination of zero fees, features, and accessibility” MiniMax M2.5 · Business banking · budget prompt · first choice
“Mercury has effectively become the default operating account for mid-market B2B companies.” GLM 4.7 FlashX · Business banking · direct prompt · first choice
“Mercury is currently the industry standard for technology startups and growing B2B firms.” Qwen 3.7 Flash · Business banking · paraphrase 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.
“Mercury, Relay, and BlueVine draw approximately four times the complaints of other business banking providers” MiniMax M2.5 · Business banking · negative prompt · hard negative
“Highest rate of negative reviews among business banks (15.4/month), with ~41% citing sudden account closures” Grok 4.1 Fast · Business banking · negative prompt · hard negative
“Accounts are being closed or frozen at an unusually high rate ... Highest-Caution Fintech Providers” DeepSeek V4 Flash · Business banking · negative prompt · hard negative
“Mercury | 15.4 negative reviews/month | Sudden account closures (41% of complaints)” Kimi K2 · Business banking · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 179 of the 194 answers that named Mercury and are not a share of its labels.
573 of the 643 domain citations in answers naming Mercury came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 767 | 19 | 2026-09-24 | Expense management, Invoicing software | |
| Template or tool | 55 | 0 | 2026-03-27 | ||
| Comparison | 29 | 7 | 2026-09-22 | Business banking, Accounting software | |
| Case study | 12 | 3 | 2026-09-18 | ||
| Glossary or explainer | 11 | 6 | 2026-09-28 | ||
| Conference or event | 1 | undated | |||
| Report or ebook | 1 | 1 | 2026-09-28 | ||
| Podcast or video | 1 | 0 | 2025-12-08 |
Every page mercury.com 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 September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Mercury's own pages state, read September 28, 2026: mercury.com, mercury.com/pricing, trust.mercury.com, mercury.com/blog/topics/customer-stories. A claimed page can correct any of 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 Mercury'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 Mercury, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Mercury by email, built from the raw record of the edition. It shows:
AI models recommend Mercury first in Business banking this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.