| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Earned wage access | Compensation and total rewards | 4% | 7 of 54 | 35% | 31 | criticized challenger | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Financial wellness platforms | Compensation and total rewards | 0% | 117 of 117 | 75% | 4 | under 10 labels · led by LearnLux at 24% | |
| Compensation management | Compensation and total rewards | 0% | 117 of 140 | 100% | 1 | under 10 labels · led by Pave at 18% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Earned wage access | 0% | 5% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 43 → 7 of 54 |
| Financial wellness | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 117 of 117, unchanged |
| Compensation management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 117 of 140, 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 13 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 | 1 | 1 | 2 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 0 | 1 | 0 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 2 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“EarnIn is the strongest budget-oriented choice because it says it has no cost or risk to the business” GPT-5.4 mini · Earned wage access · budget prompt · first choice
“Earnin is the best budget option” Perplexity Sonar · Earned wage access · budget prompt · first choice
“Another option is Earnin, which allows employees to download the app and link it to their personal bank account without any employer involvement” Mistral Small · Earned wage access · budget prompt · alternative
“No mandatory fees/tips model; mobile-first... | Individuals wanting flexibility without employer buy-in.” Grok 4.1 Fast · Earned wage access · comparative prompt · alternative
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.
“Weiser v. Activehours, Inc. d/b/a EarnIn is a Colorado state enforcement action alleging that EarnIn's "Cash Out" product is an unlawful, app-based payday loan” Muse Glimmer 30B · Earned wage access · negative prompt · hard negative
“Providers to avoid or use only with extreme caution ... EarnIn (ActiveHours, Inc.) | • Alleged 300 %+ APR” MiniMax M2.5 · Earned wage access · negative prompt · hard negative
“the primary provider to be cautious about—and arguably avoid if possible—is Earnin” GLM 4.7 FlashX · Earned wage access · negative prompt · hard negative
“exercise extreme caution with: EarnIn, MoneyLion, DailyPay, Empower, and PayActiv” DeepSeek V4 Flash · Earned wage access · 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 88 of the 89 answers that named EarnIn and are not a share of its labels.
309 of the 309 domain citations in answers naming EarnIn 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 | 122 | undated | |||
| Template or tool | 61 | undated | |||
| Comparison | 11 | undated | |||
| Glossary or explainer | 3 | undated | |||
| News or press | 2 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Conference or event | 1 | undated |
Every page earnin.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 EarnIn's own pages state, read September 28, 2026: earnin.com, trust.earnin.com, earnin.com/products/cashout. 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 EarnIn'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 EarnIn, 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 EarnIn by email, built from the raw record of the edition. It shows: