HR AI assistants · RankedMeBeBot
MeBeBot is an AI employee assistant for Microsoft Teams and Slack that gives employees quick self-service answers to HR and workplace questions · mebebot.com ↗
Strongest at mid-market, contested with Leena AI. Thin evidence at enterprise: one label.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Ranked first, contested: Rippling has 15%.
Ranked first, contested: Leena AI has 12%. 4 of 14 models made it the first choice when asked directly.
Moveworks is first at 35%.
Why models recommend it
“MeBeBot is likely the best overall choice due to its balance of accuracy, speed, and cost-effectiveness”Mistral Small · Paraphrase question · first choice
“MeBeBot is considered a good option for SMBs, with a price range of $3.50-4.00 per employee per month.”Llama 4 Maverick · Paraphrase question · first choice
“My default pick would be MeBeBot if your main goal is to answer routine employee questions”GPT-6 Luna · Paraphrase question · first choice
“MeBeBot is currently the most-recommended first choice in the HR AI Recommendation Index”Muse Glimmer 30B · Direct question · first choice
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as MeBeBot, over the 35 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 4 | Compare → | |
| 19 | 2 | Compare → | |
| 11 | 2 | Compare → | |
| 11 | 0 | View → | |
| 8 | 1 | Compare → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | Compare → |
What the models named instead of MeBeBot →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on MeBeBot's own site, not checked by Gane.
- For
- mid-market and enterprise organizations
- Price stated
- $1.50–$3.50 PEPM
- Starting price
- 1.50
- Free plan or trial
- Trial Instance
- Integrations
- 3 · 19 (its own pages disagree)
- Certifications
- SOC 2 Type II, GDPR
- Customers named
- e2open, Epicor, IGT, CrowdStreet, Care.com, Terminal, Ziff Davis, Abrigo
How this is measured
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 →Sources returned with these answers
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 35 of the 35 answers that named MeBeBot and are not a share of its labels.
Domains cited
105 of the 130 domain citations in answers naming MeBeBot came from a third party's page. Fourteen 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 cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 2 | 0 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 2 | 0 | 0 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 353 | 42 | 2026-09-23 | Employee onboarding, People analytics | |
| News or press | 30 | undated | |||
| Comparison | 23 | 6 | 2026-09-18 | HRIS and HCM platforms | |
| Case study | 16 | 1 | 2026-09-01 | ||
| Podcast or video | 8 | 0 | 2026-01-05 | ||
| Glossary or explainer | 7 | 0 | 2026-05-29 | ||
| Conference or event | 4 | undated | |||
| Webinar or virtual event | 3 | undated | |||
| Template or tool | 3 | 2 | 2026-09-25 |
Most recent
- 2026-09-25Compliant answers internal knowledge buyer checklist template or tool
- 2026-09-23Ai employee chatbots compliance productivity blog
- 2026-09-21Best ai notification tools employee comms blog
- 2026-09-189 things to know about ai chatbots for microsoft teams blog
- 2026-09-18Ai employee chatbots compliance controls blog
- 2026-09-18Ai employee chatbots hr it mid market blog
How it is countedHide how it is counted
Every page mebebot.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.