| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Expense management | Spend and procurement | 10% | 3 of 54 | 17% | 64 | accepted challenger | ▲+7Since September 2026: 4% → 11%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Spend management platforms | Spend and procurement | 0% | 45 of 46 | 47% | 17 | 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% | 20 of 67 | 0% | 4 | 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% | 32 of 98 | 0% | 2 | 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. |
| Telecom expense management | Spend and procurement | 0% | 50 of 89 | 0% | 1 | under 10 labels · led by Genuity at 19% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Expense management | 4% | 11% | ▲+7Since September 2026: 4% → 11%, +7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 3 of 54 |
| 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 13 → 45 of 46 |
| 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 40 → 20 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 19 → 32 of 98 |
| Telecom expense mgmt | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 50 of 89, 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 | 3 | 2 | 2 | 7 |
| GPT-5.4 mini | 0 | 4 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 2 | 6 |
| Perplexity Sonar | 1 | 2 | 1 | 2 | 6 |
| Grok 4.1 Fast | 2 | 2 | 2 | 1 | 7 |
| Mistral Small | 0 | 2 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 5 | 1 | 2 | 8 |
| Llama 4 Maverick | 0 | 1 | 3 | 1 | 5 |
| Qwen 3.7 Flash | 1 | 4 | 1 | 1 | 7 |
| Kimi K2 | 1 | 3 | 3 | 3 | 10 |
| GLM 4.7 FlashX | 2 | 3 | 1 | 0 | 6 |
| MiniMax M2.5 | 1 | 3 | 1 | 1 | 6 |
| GPT-6 Luna | 0 | 1 | 1 | 1 | 3 |
| Muse Glimmer 30B | 1 | 3 | 3 | 2 | 9 |
Verbatim evidence the judge attached to positive labels.
“Expensify | Small to mid-sized businesses, SMBs, distributed teams | $5/user/month ... Simple onboarding, fast expense submission, excellent value for money” GLM 4.7 FlashX · Expense management · comparative prompt · first choice
“### 1. Expensify (Best All-Rounder) ... Choose Expensify if: You want the safest bet with the widest range of accounting software connections.” Qwen 3.7 Flash · Expense management · paraphrase prompt · first choice
“I'd recommend Expensify as the default choice if you want a strong balance of ease of use, automation, and cost” Perplexity Sonar · Expense management · paraphrase prompt · first choice
“Expensify - Best overall for flexible, mobile-first expense reporting across small to mid-sized teams.” Grok 4.1 Fast · Expense management · 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.
“"I strongly advise against using Expensify. Cancelling their service is incredibly challenging and time-consuming."..."I have a strong dislike for Expensify and wouldn't suggest using it."” Muse Glimmer 30B · Spend management platfor · negative prompt · hard negative
“Legacy platforms (older versions of SAP Concur, Expensify's legacy product) – Often unmaintained with security vulnerabilities” Kimi K2 · Spend management platfor · negative prompt · hard negative
“criticized for complex and unintuitive interfaces, unexpected fees, unreliable credit card syncing, and poor customer support” Mistral Small · Expense management · negative prompt · hard negative
“Came under fire for receipt scanning methodology using third-party ML services... recurring technical and syncing problems” MiniMax M2.5 · 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 241 of the 256 answers that named Expensify and are not a share of its labels.
869 of the 963 domain citations in answers naming Expensify 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 | 171 | 4 | 2026-09-21 | ||
| Report or ebook | 130 | 17 | 2026-09-24 | ||
| Case study | 10 | 0 | 2026-01-09 | ||
| Template or tool | 9 | 1 | 2026-07-31 | ||
| Comparison | 6 | 0 | 2026-02-23 | ||
| Webinar or virtual event | 4 | 0 | 2023-07-13 | ||
| Glossary or explainer | 3 | 1 | 2026-07-06 | ||
| Conference or event | 2 | 0 | 2023-12-14 | ||
| News or press | 2 | undated | |||
| Podcast or video | 1 | undated |
Every page expensify.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 Expensify's own pages state, read September 28, 2026: expensify.com, trust.expensify.com/controls. 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 Expensify'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 Expensify, 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 Expensify by email, built from the raw record of the edition. It shows:
Expensify is among the products AI models recommend first in Expense management 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.