Stampli is a procure-to-pay platform for finance teams, used for accounts payable work such as invoice processing, with collaboration among AP staff and integration with existing accounting systems · stampli.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
BILL Accounts Payable is first at 46%.
BILL Accounts Payable is first at 30%. 5 of 14 models made it the first choice when asked directly.
Coupa is first at 23%.
“Stampli offers procure-to-pay automation with collaborative invoice management, designed for small to mid-sized businesses outgrowing basic AP tools”Claude Haiku 4.5 · Paraphrase question · first choice
“### 1. Stampli ... AI-driven invoice capture ... Best For: Mid-market companies focused on invoice approval bottlenecks”Grok 4.20 · Comparative question · first choice
“Prioritize tools like Stampli, Ramp, or Sage Intacct (which score highly for usability and fewer complaints).”Grok 4.20 · Negative question · first choice
“Stampli — *Best Overall for Mid-Market Approval Workflows & Ease of Use*”Gemini 3.5 Flash · Paraphrase question · first choice
“What to Avoid on a Tight Budget ... Stampli, Airbase — Generally more expensive”DeepSeek V4 Flash · Budget-constrained question · warning
“Avoid purely AP-focused tools like BILL, Stampli, or Tipalti”Grok 4.20 · Paraphrase question · warning
“Stampli is highly effective for reducing paper, but its user-centric approach can sometimes become an operational bottleneck.”Qwen 3.7 Flash · Negative question · warning
The products named in the same answers as Stampli, over the 206 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 155 | 25 | Compare → | |
| 99 | 5 | Compare → | |
| 88 | 2 | Compare → | |
| 86 | 32 | Compare → | |
| 62 | 22 | Compare → | |
| 62 | 15 | Compare → | |
| 60 | 14 | View → | |
| 60 | 5 | View → | |
| 45 | 7 | View → | |
| 44 | 3 | View → |
What the models named instead of Stampli →
A side-by-side page exists where both products are among a category's top eight.
Stated on Stampli'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 194 of the 206 answers that named Stampli and are not a share of its labels.
473 of the 505 domain citations in answers naming Stampli 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 | 1 | 2 | 0 | 4 |
| GPT-5.4 mini | 2 | 4 | 1 | 0 | 7 |
| Gemini 3.5 Flash | 3 | 6 | 0 | 0 | 9 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.20 | 2 | 6 | 2 | 1 | 11 |
| Mistral Small | 0 | 3 | 0 | 0 | 3 |
| DeepSeek V4 Flash | 4 | 6 | 2 | 1 | 13 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 2 | 3 | 2 | 0 | 7 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 0 | 4 |
| MiniMax M2.5 | 1 | 4 | 4 | 0 | 9 |
| GPT-6 Luna | 3 | 1 | 0 | 0 | 4 |
| Muse Glimmer 30B | 0 | 4 | 2 | 0 | 6 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 954 | 10 | 2026-09-09 | Procure-to-pay, Expense management | |
| Comparison | 100 | 1 | 2026-08-05 | Corporate cards, Cash application | |
| Podcast or video | 40 | 0 | 2023-02-23 | ||
| Case study | 28 | 3 | 2026-09-10 | Accounts payable automat | |
| Webinar or virtual event | 26 | 0 | 2026-06-23 | ||
| News or press | 16 | 0 | 2026-06-17 | ||
| Glossary or explainer | 10 | 0 | 2026-06-23 | Procure-to-pay, Corporate cards | |
| Template or tool | 3 | 0 | 2026-06-26 | ||
| Conference or event | 1 | 1 | 2026-09-04 | ||
| Report or ebook | 1 | undated |
As the event pages on stampli.com state them, read September 28, 2026.
Every page stampli.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.