| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Expense management | Spend and procurement | 4% | 9 of 54 | 44% | 45 | criticized challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Corporate travel management | Spend and procurement | 0% | 10 of 61 | 27% | 41 | criticized challenger | =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% | 46 of 46 | 56% | 18 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounts payable automation | Spend and procurement | 0% | 45 of 54 | 38% | 13 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Corporate cards | Spend and procurement | 0% | 51 of 67 | 33% | 3 | 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% | 50 of 98 | 0% | 2 | under 10 labels · led by BILL at 32% | newNew since September 2026: not ranked then, 0% now. |
| Accounting software | Accounting and close | 0% | 26 of 55 | 0% | 1 | under 10 labels · led by Sage Intacct at 44% | newNew since September 2026: not ranked then, 0% now. |
| Internal controls and SOX | Tax and compliance | 0% | 57 of 90 | 0% | 1 | under 10 labels · led by FloQast at 25% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Expense management | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 of 54, unchanged |
| Corporate travel managem | 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 60 → 10 of 61 |
| 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 15 → 46 of 46 |
| Accounts payable automat | 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 20 → 45 of 54 |
| 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 35 → 51 of 67 |
| Business bill pay | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 50 of 98, unchanged |
| Accounting software | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 26 of 55, unchanged |
| Internal controls | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 57 of 90, unchanged |
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 | 0 | 4 | 2 | 6 |
| GPT-5.4 mini | 0 | 8 | 0 | 4 | 12 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 11 | 12 |
| Perplexity Sonar | 0 | 3 | 1 | 1 | 5 |
| Grok 4.1 Fast | 0 | 1 | 2 | 8 | 11 |
| Mistral Small | 0 | 2 | 3 | 1 | 6 |
| DeepSeek V4 Flash | 1 | 3 | 4 | 6 | 14 |
| Llama 4 Maverick | 0 | 0 | 4 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 2 | 5 |
| Kimi K2 | 0 | 5 | 2 | 3 | 10 |
| GLM 4.7 FlashX | 0 | 6 | 2 | 3 | 11 |
| MiniMax M2.5 | 2 | 1 | 4 | 2 | 9 |
| GPT-6 Luna | 0 | 4 | 2 | 2 | 8 |
| Muse Glimmer 30B | 2 | 5 | 2 | 1 | 10 |
Verbatim evidence the judge attached to positive labels.
“Choose SAP Concur / Navan for large, international B2B with travel + expense integration and strict compliance.” Muse Glimmer 30B · Expense management · direct prompt · first choice
“Industry leader in expense management and compliance... Weakness: Can be complex to implement and manage” MiniMax M2.5 · Corporate travel managem · comparative prompt · first choice
“platforms like TravelPerk and SAP Concur generally receive better reviews for corporate use” DeepSeek V4 Flash · Corporate travel managem · negative prompt · first choice
“Positioned as best overall / best for large enterprises with global compliance.” Muse Glimmer 30B · Corporate travel managem · comparative 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.
“SAP Concur (Avoid if you are an SMB or value user experience)... notorious for having an outdated, non-intuitive interface and slow processing times.” Gemini 3.5 Flash · Spend management platfor · negative prompt · hard negative
“SAP Concur is often cited for its outdated architecture and slow processes... clunky user interface... expensive contract fees” Claude Haiku 4.5 · Spend management platfor · negative prompt · hard negative
“Cautions: Slow OCR, rigid workflows, and approver experience issues are common in larger enterprise rollouts.” Muse Glimmer 30B · Expense management · negative prompt · hard negative
“SAP Concur - has an outdated and unintuitive user interface, complex and time-consuming expense submission.” Llama 4 Maverick · Expense management · 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 414 of the 439 answers that named SAP Concur and are not a share of its labels.
1,449 of the 1,449 domain citations in answers naming SAP Concur 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 |
|---|---|---|---|---|---|
| News or press | 1,797 | 92 | 2026-09-28 | ||
| Blog | 677 | undated | |||
| Glossary or explainer | 183 | 0 | 2023-08-01 | ||
| Conference or event | 146 | 0 | 2026-05-01 | ||
| Report or ebook | 98 | 0 | 2025-04-01 | ||
| Case study | 29 | 0 | 2023-10-01 | ||
| Comparison | 21 | undated | |||
| Template or tool | 13 | undated | |||
| Webinar or virtual event | 10 | undated | |||
| Podcast or video | 2 | 1 | 2026-09-24 |
As the event pages on sap.com state them, read September 28, 2026.
Every page sap.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.
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 SAP Concur'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 SAP Concur, 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 SAP Concur by email, built from the raw record of the edition. It shows: