Assembled vs Karat

Side-by-side comparison of AI visibility scores, market position, and capabilities

Karat leads in AI visibility (59 vs 42)
Assembled logo

Assembled

EmergingHR Tech

HR Software

Assembled (San Francisco) is a workforce management platform for customer support teams; raised $70M Series B; uses ML forecasting to schedule agents in Zendesk, Salesforce, and Intercom environments.

AI VisibilityBeta
Overall Score
C42
Category Rank
#53 of 56
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
53
Perplexity
46
Gemini
52

About

Assembled is a workforce management platform designed specifically for customer support teams, enabling support leaders to forecast staffing needs, schedule agents across channels, and monitor real-time queue performance. Founded in 2018 and headquartered in San Francisco, Assembled integrates with Zendesk, Salesforce, Intercom, and other support platforms to pull historical ticket volume data and generate staffing predictions using machine learning models.

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Karat logo

Karat

ChallengerHR Tech

HR Software

Seattle technical interviewing platform at $1.1B valuation from $248M total ($110M Salesforce Ventures/Serena Williams Series C 2022);

AI VisibilityBeta
Overall Score
C59
Category Rank
#7 of 56
AI Consensus
53%
Trend
stable
Per Platform
ChatGPT
70
Perplexity
55
Gemini
68

About

Karat is a Seattle, Washington-based technical interviewing platform — backed with $248 million in total funding including a $110 million Series C in April 2022 led by Salesforce Ventures and Serena Williams at a $1.1 billion valuation — providing enterprise technology companies and growth-stage startups with an outsourced technical interview service that deploys a global network of expert interview engineers (experienced software engineers who conduct interviews as a service) to conduct first-round technical interviews at scale, reducing time-to-hire and expanding diverse talent pipelines through standardized, bias-reduced interview methodology. Serving major tech companies, Karat acquired Triplebyte's adaptive assessment technology in March 2023, adding automated skills verification capabilities to its expert-led interview service.

Full profile

AI Visibility Head-to-Head

42
Overall Score
59
#53
Category Rank
#7
66
AI Consensus
53
up
Trend
stable
53
ChatGPT
70
46
Perplexity
55
52
Gemini
68
50
Claude
54
39
Grok
56

Key Details

Category
HR Software
HR Software
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
HR Software

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