Workforce management suites · Named, not rankedAssembled
Assembled is a workforce management product from Assemble, used for scheduling and forecasting by customer support teams · assembled.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Assembled has 6.
Why models recommend it
“Choose Assembled for a modern support organization that values usability, fast deployment, and clearer pricing.”Perplexity Sonar · Comparative question · alternative
“Choose Assembled if you are a fast-scaling tech company with heavily digital/chat-based support channels.”Gemini 3.5 Flash · Comparative question · alternative
“Look at NICE CXone, Verint, or Assembled for specialized capabilities.”DeepSeek V4 Flash · Comparative question · alternative
“consider modern cloud-native WFM tools (e.g., Assembled, Playvox, Injixo)”Gemini 3.5 Flash · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Assembled, over the 12 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 11 | 4 | View → | |
| 10 | 2 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Assembled's own site, not checked by Gane.
- For
- support teams
- Price stated
- WFM is priced per agent per month, plus a platform fee. Copilot is also priced per agent per month. AI Agents are priced per conversation with the option to also price by resolution for AI Voice. CORE $25 /month, PRO $45 /month, ENTERPRISE $75 /month. AI Agents starts at $0.65 /conversation. AI Copilot starts at $35 /month. Workforce Management starts at $25 /month.
- Starting price
- $0.65 /conversation
- Certifications
- SOC 2, GDPR, HIPAA
- Customers named
- Ramp, Canva, HubSpot, Robinhood, Stripe, DailyPay, Arbiter Sports, Marshmallow
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 11 of the 12 answers that named Assembled and are not a share of its labels.
Domains cited
Thirty of the thirty-eight domain citations in answers naming Assembled 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 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 263 | 3 | 2026-08-31 | ||
| Case study | 42 | undated | |||
| Comparison | 16 | 0 | 2025-09-16 | ||
| Glossary or explainer | 6 | undated | |||
| Template or tool | 3 | undated | |||
| Webinar or virtual event | 1 | 0 | 2024-11-26 | ||
| Podcast or video | 1 | undated |
Most recent
- 2026-08-31August 2026 product roundup blog
- 2026-08-07Code review bottlenecks how we hill climbed our way to higher pr throughput blog
- 2026-07-30Introducing workflow monitoring blog
- 2026-06-25Introducing data connectors blog
- 2026-06-15Assembled mcp use cases blog
- 2026-05-21Assembled mcp blog
How it is countedHide how it is counted
Every page assembled.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.