Talkdesk Quality Management
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Voxjar is first at 20%.
Voxjar is first at 21%. 1 of 14 models made it the first choice when asked directly.
MaestroQA is first at 16%.
Why models recommend it
“the best all-around contact center QA tool is often Talkdesk”GPT-5.4 mini · Direct question · first choice
“AI-powered with strong analytics, automated QA scoring, and workflow automation... can be more expensive for smaller teams”Grok 4.20 · Comparative question · alternative
“Best pick for QA teams that need calibration, since side-by-side scoring flows help multiple evaluators stay consistent”Muse Glimmer 30B · Comparative question · alternative
“Choose NICE CXone, Genesys Cloud CX, or Talkdesk when QA should be native to the existing contact-center platform.”Perplexity Sonar · Comparative question · alternative
What gives them pause
“platforms like Talkdesk (which includes QA features) have received significant complaints on sites like Trustpilot (rated around 1.5/5 in some periods), including slow issue resolution, high costs, unreliable setups, and inadequate support”Grok 4.20 · Negative question · warning
“their QA modules are robust with AI, but they can feel heavier/ pricier for pure QA needs”Grok 4.20 · Direct question · warning
Also on the shortlist
The products named in the same answers as Talkdesk Quality Management, over the 37 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 24 | 1 | Compare → | |
| 19 | 2 | View → | |
| 16 | 3 | Compare → | |
| 15 | 0 | View → | |
| 13 | 2 | Compare → | |
| 13 | 2 | Compare → | |
| 12 | 4 | View → | |
| 12 | 3 | Compare → | |
| 12 | 1 | View → | |
| 10 | 0 | View → |
What the models named instead of Talkdesk Quality Management →
A side-by-side page exists where both products are among a category's top eight.
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 34 of the 37 answers that named Talkdesk Quality Management and are not a share of its labels.
Domains cited
121 of the 121 domain citations in answers naming Talkdesk Quality Management came from a third party's page.
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 | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 2 | 3 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 953 | 22 | 2026-09-24 | ||
| News or press | 439 | 1 | 2026-09-10 | ||
| Report or ebook | 406 | 1 | 2026-09-29 | ||
| Webinar or virtual event | 149 | undated | |||
| Podcast or video | 93 | undated | |||
| Case study | 80 | undated | |||
| Conference or event | 38 | 4 | 2026-10-06 | ||
| Glossary or explainer | 35 | 2 | 2026-08-13 | ||
| Comparison | 9 | undated | |||
| Template or tool | 4 | undated |
Most recent
- 2026-09-29Framework responsible ai contact centers report or ebook
- 2026-09-29Educause conference or event
- 2026-09-29Qatc annual conference 2026 conference or event
- 2026-09-24How ai transforming bank branch attribution blog
- 2026-09-23Field service cx agentic ai blog
How it is countedHide how it is counted
Every page talkdesk.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.