WorkJam is a frontline operations platform for frontline and shift-based teams · workjam.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Connecteam is first at 94%.
Connecteam is first at 62%. 0 of 14 models made it the first choice when asked directly.
Staffbase is first at 33%.
“Best if you want a dedicated frontline operations platform.”GPT-5.4 mini · Comparative question · first choice
“Excels in operational efficiency (e.g., filling shifts quickly); less emphasis on broad intranet-style comms.”Grok 4.20 · Comparative question · alternative
“Digital platform that connects deskless employees, enhancing communication, task management and training.”Muse Glimmer 30B · Comparative question · alternative
“If you need a more comprehensive platform with HRIS integration, consider WorkJam or Pebb”Mistral Small · Paraphrase question · alternative
“platform glitches result in inaccuracies in recorded work hours... flagged the reliability of the platform as "glitchy"”Qwen 3.7 Flash · Negative question · warning
“Avoid: Beekeeper (now owned by LumApps) and WorkJam, as they start at $799+/month”Kimi K2 · Budget-constrained question · warning
The products named in the same answers as WorkJam, over the 72 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 54 | 17 | View → | |
| 54 | 9 | View → | |
| 51 | 5 | View → | |
| 50 | 5 | View → | |
| 37 | 5 | View → | |
| 34 | 4 | View → | |
| 32 | 0 | View → | |
| 23 | 1 | View → | |
| 17 | 0 | View → | |
| 16 | 0 | View → |
What the models named instead of WorkJam →
A side-by-side page exists where both products are among a category's top eight.
Stated on WorkJam'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 68 of the 72 answers that named WorkJam and are not a share of its labels.
231 of the 231 domain citations in answers naming WorkJam came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 106 | undated | Earned wage access, Workforce scheduling | ||
| Conference or event | 46 | undated | |||
| Blog | 36 | undated | |||
| Case study | 15 | undated | |||
| Podcast or video | 7 | undated | |||
| Webinar or virtual event | 6 | undated | |||
| Comparison | 6 | undated | |||
| Glossary or explainer | 4 | undated | |||
| Report or ebook | 2 | undated | |||
| Template or tool | 1 | undated |
As the event pages on workjam.com state them, read September 28, 2026.
Every page workjam.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.