Assembled vs Calabrio:Which is more popular?
In September 2026, Calabrio had more branded searches than Assembled among contact centre workforce management worldwide. Calabrio had about 14,800 branded searches, while Assembled had 210. Calabrio made up 7.1% of all contact centre workforce management searches we track, and Assembled accounted for 0.1%. When we asked ChatGPT and Google AI Overviews about contact centre workforce management, Calabrio appeared in three of the five answers and Assembled in two. Calabrio was mentioned before Assembled in every answer.
Who do people search for more?
Calabrio, about 70 searches for every 1 for Assembled
Who does AI mention more?
Calabrio, mentioned in 3 of 5 answers, Assembled in 2
Who does AI recommend more?
Calabrio, named ahead of Assembled in every answer
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Top contact centre workforce management in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Calabrio was mentioned in three out of five: in all three ChatGPT answers, but not in either of the two Google AI Overviews. Assembled was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Calabrio was listed before Assembled in every answer.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Genesys3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Verint3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers- Calabrio3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
NICE CXone3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Assembled2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Aspect0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about contact centre workforce management
5 answers
Asked ChatGPT
“Which contact centre workforce management tool should I use?”
Asked ChatGPT
“What are the best contact centre workforce management tools?”
Asked ChatGPT
“What's the best contact centre workforce management tool for contact centre staff?”
Searched Google, AI Overview
“contact centre workforce management”
Searched Google, AI Overview
“best workforce management tool”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 20, 2026.
Is Assembled or Calabrio more popular in search?
This chart shows how often people search Google for Assembled and Calabrio by name. Each line represents a brand's share of searches for all six contact centre workforce management we track, month by month, from English-language searches worldwide.
Share of searches by month for Calabrio, Assembled. The figures are in the table below the chart.
View monthly share of searches table
| Month | Genesys | Verint | Calabrio | NICE CXone | Aspect | Assembled |
|---|---|---|---|---|---|---|
| Oct 2025 | 63.7% | 23.4% | 8.5% | 3.1% | 1.2% | 0.12% |
| Nov 2025 | 59.1% | 26.6% | 9.7% | 3.5% | 0.91% | 0.14% |
| Dec 2025 | 62.5% | 23% | 10.3% | 3.1% | 0.96% | 0.15% |
| Jan 2026 | 63.2% | 23.3% | 8.5% | 3.8% | 0.98% | 0.18% |
| Feb 2026 | 63.3% | 23.3% | 8.5% | 3.8% | 0.99% | 0.15% |
| Mar 2026 | 60.1% | 27.1% | 8.1% | 3.6% | 0.93% | 0.17% |
| Apr 2026 | 60.3% | 27.1% | 8.1% | 3.6% | 0.76% | 0.14% |
| May 2026 | 60.2% | 27.1% | 8.1% | 3.6% | 0.79% | 0.14% |
| Jun 2026 | 62.9% | 23.1% | 8.5% | 4.6% | 0.8% | 0.12% |
| Jul 2026 | 64.4% | 23.7% | 7.1% | 3.9% | 0.83% | 0.12% |
| Aug 2026 | 63.4% | 23.3% | 8.5% | 3.8% | 0.83% | 0.12% |
| Sep 2026 | 64.6% | 23.7% | 7.1% | 3.9% | 0.66% | 0.1% |
How has the Assembled and Calabrio comparison changed over the last 12 months?
3 findings
- Calabrio was ahead of Assembled in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Assembled’s share of searches among contact centre workforce management worldwide moved from 0.12% to 0.1%, and its estimated monthly branded searches moved from 260 to 210.
- Across the 12 months ending September 2026, Calabrio’s share of searches among contact centre workforce management worldwide moved from 8.5% to 7.1%, and its estimated monthly branded searches moved from 18.1K to 14.8K.
How did search popularity change for contact centre workforce management worldwide in September 2026?
2 changes
In September 2026, Calabrio lost share of searches among contact centre workforce management worldwide, from 8.5% to 7.1%.
Estimated monthly branded searches for Assembled worldwide fell 19.2% over 12 measured months, from 260 to 210 in September 2026.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Assembled’s and Calabrio’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
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