Teamflect is a performance and engagement management platform built natively for Microsoft Teams and Outlook · teamflect.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
PerformYard is first at 29%.
Lattice is first at 30%. 0 of 14 models made it the first choice when asked directly.
No model named it for this buyer.
“It is widely cited as having the most generous free tier for startups, often allowing up to 10 users for free.”Qwen 3.7 Flash · Budget-constrained question · first choice
“1. Teamflect ⭐ Best Free Option ... Completely free starter tier with essential features”Kimi K2 · Budget-constrained question · first choice
“Teamflect is the most frequently cited "value for money" free option for small business.”Muse Glimmer 30B · Budget-constrained question · first choice
“the best choice is usually Teamflect or AssessTEAM, depending on your setup”GPT-5.4 mini · Budget-constrained question · first choice
“they may edge higher in price (~$5–8/user/month); check for small-team discounts”Grok 4.20 · Budget-constrained question · warning
The products named in the same answers as Teamflect, over the 136 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 63 | 12 | Compare → | |
| 46 | 3 | Compare → | |
| 41 | 7 | Compare → | |
| 41 | 4 | Compare → | |
| 30 | 10 | Compare → | |
| 30 | 0 | View → | |
| 28 | 3 | View → | |
| 26 | 8 | Compare → | |
| 25 | 5 | Compare → | |
| 24 | 8 | Compare → |
What the models named instead of Teamflect →
A side-by-side page exists where both products are among a category's top eight.
Stated on Teamflect'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 136 of the 136 answers that named Teamflect and are not a share of its labels.
283 of the 316 domain citations in answers naming Teamflect 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 2 | 3 | 1 | 1 | 7 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 2 | 0 | 0 | 4 |
| Kimi K2 | 3 | 3 | 0 | 0 | 6 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 3 | 2 | 0 | 6 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 340 | 26 | 2026-09-24 | ||
| Case study | 37 | undated | |||
| Comparison | 32 | 1 | 2026-08-14 | ||
| Podcast or video | 18 | 1 | 2026-09-02 | ||
| Glossary or explainer | 17 | 5 | 2026-09-02 | ||
| Template or tool | 6 | 0 | 2026-05-07 | ||
| Webinar or virtual event | 4 | 4 | 2026-09-18 | ||
| Report or ebook | 1 | undated |
Every page teamflect.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.