| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| HSA and FSA administrators | Compensation and total rewards | 0% | 107 of 111 | 43% | 7 | under 10 labels · led by HealthEquity at 29% | |
| Financial wellness platforms | Compensation and total rewards | 0% | 68 of 117 | 0% | 1 | under 10 labels · led by LearnLux at 24% | |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 0% | 70 of 90 | 0% | 1 | under 10 labels · led by Compt at 40% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“The Best for Existing Benefits Admins ... you likely already have access to some of their financial tools for little to no extra cost” Qwen 3.7 Flash · Financial wellness · budget 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.
“HealthEquity / WageWorks ⚠️ HIGH CAUTION - Major data breach (March 2024)” Kimi K2 · HSA & FSA admin · negative prompt · hard negative
“Extreme hold times (hours), fax errors, poor phone system.” Grok 4.1 Fast · HSA & FSA admin · negative prompt · hard negative
“Be especially careful about plan-specific fees.” GPT-6 Luna · HSA & FSA admin · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 22 of the 26 answers that named WageWorks and are not a share of its labels.
Sixty-seven of the sixty-seven domain citations in answers naming WageWorks came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 225 | undated | Benefits administration | ||
| News or press | 31 | undated | Benefits administration | ||
| Glossary or explainer | 9 | undated | |||
| Case study | 4 | undated | |||
| Report or ebook | 3 | undated | |||
| Template or tool | 3 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Comparison | 1 | undated |
Every page wageworks.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 October 5, 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 WageWorks's own pages state, read October 5, 2026: wageworks.com. 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 WageWorks'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 WageWorks, 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 WageWorks by email, built from the raw record of the edition. It shows: