| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Financial wellness platforms | Compensation and total rewards | 24% | 1 of 117 | 3% | 31 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.1 Fast | 1 | 2 | 1 | 0 | 4 |
| Mistral Small | 1 | 0 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 2 | 0 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“LearnLux is specifically designed as a B2B financial wellbeing platform for employers... could be valuable for mid-market companies looking for personalized support.” MiniMax M2.5 · Financial wellness · direct prompt · first choice
“LearnLux: A B2B financial wellbeing platform that combines digital planning tools with unlimited 1:1 guidance from Certified Financial Planner professionals” Llama 4 Maverick · Financial wellness · paraphrase prompt · first choice
“Partner with a B2B-focused platform like LearnLux, which offers digital planning tools and unlimited access to Certified Financial Planners” Mistral Small · Financial wellness · paraphrase prompt · first choice
“a mid-sized B2B company should adopt an integrated platform (such as LearnLux, Origin, or Brightside)” Gemini 3.5 Flash · Financial wellness · paraphrase 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.
“More coaching-heavy, likely higher cost: Your Money Line or LearnLux” Perplexity Sonar · Financial wellness · budget 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 103 of the 103 answers that named LearnLux and are not a share of its labels.
442 of the 442 domain citations in answers naming LearnLux 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 | 185 | 17 | 2026-09-17 | Financial wellness, Earned wage access | |
| Glossary or explainer | 9 | 0 | 2026-06-10 | ||
| Case study | 4 | 3 | 2026-08-19 | ||
| Webinar or virtual event | 2 | 1 | 2026-08-11 | ||
| Report or ebook | 2 | undated | |||
| Comparison | 2 | 0 | 2026-06-04 | ||
| Conference or event | 1 | 0 | 2025-04-09 |
Every page learnlux.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 LearnLux's own pages state, read October 5, 2026: learnlux.com, learnlux.com/feature/benefits, learnlux.com/resource-topics/case-studies. 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 LearnLux'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 LearnLux, 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 LearnLux by email, built from the raw record of the edition. It shows:
AI models recommend LearnLux first in Financial wellness platforms 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.