SmartDollar is a digital financial wellness platform · smartdollar.hk ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Your Money Line is first at 28%.
Financial Finesse is first at 34%. 1 of 14 models made it the first choice when asked directly.
Financial Finesse is first at 45%.
“such as Financial Finesse or SmartDollar to drive engagement with 401k, HSA/FSA and debt management”Muse Glimmer 30B · Paraphrase question · first choice
“Financial education platform (like Financial Finesse or SmartDollar)”MiniMax M2.5 · Paraphrase question · first choice
“Financial Finesse and SmartDollar are the top choices”Mistral Small · Direct question · first choice
“Educational focus (budgeting, debt reduction via Dave Ramsey's methods). Often low-cost or bundled; some reviews note higher fees”Grok 4.20 · Budget-constrained question · alternative
“ranks lower for mid-market (4.3/10) and may feel less personalized”Grok 4.20 · Direct question · warning
“Highly rated but often has high minimums for small groups.”Qwen 3.7 Flash · Budget-constrained question · warning
The products named in the same answers as SmartDollar, over the 116 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 75 | 38 | Compare → | |
| 69 | 6 | View → | |
| 64 | 14 | Compare → | |
| 50 | 0 | Compare → | |
| 49 | 6 | Compare → | |
| 49 | 2 | Compare → | |
| 44 | 12 | Compare → | |
| 36 | 0 | View → | |
| 34 | 3 | Compare → | |
| 28 | 0 | View → |
What the models named instead of SmartDollar →
A side-by-side page exists where both products are among a category's top eight.
Stated on SmartDollar's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 116 of the 116 answers that named SmartDollar and are not a share of its labels.
405 of the 431 domain citations in answers naming SmartDollar came from a third party's page. Twenty-six were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 2 | 0 | 3 |
| Grok 4.20 | 0 | 2 | 0 | 1 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 2 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 0 | 4 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 428 | 200 | 2026-10-05 | ||
| Template or tool | 16 | undated |
Every page smartdollar.hk 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. Read October 5, 2026.