QuadrantX Market Intelligence

Staffing Agencies
Report Q4 2025

How Leading LLMs Currently Interpret the Staffing Agencies Market

View Rankings
28
Vendors Analyzed
5
LLM Models
5
Analysis Runs
11
Leaders Identified

QuadrantX Positioning

Vendor placement based on Narrative Dominance and Sentiment scores across LLM analyses

Leaders
Challengers
Niche Players
Laggards

Complete Vendor Rankings

All 28 vendors ranked by combined Narrative Dominance and Sentiment scores

#1
ND 100
Sentiment 95
#2

Adecco

Leader
ND 100
Sentiment 95
#3
ND 100
Sentiment 86
#4
ND 92
Sentiment 87
#5

Randstad

Leader
ND 91
Sentiment 86
#6
ND 92
Sentiment 83
#7
ND 82
Sentiment 77
#8
ND 75
Sentiment 77
#9
ND 68
Sentiment 80
#10
ND 64
Sentiment 78
#11
ND 69
Sentiment 66
#12

Kelly

Challenger
ND 69
Sentiment 56
#13

TEKsystems (Allegis Group)

a.k.a. TEKsystems
Niche Player
ND 56
Sentiment 77
#14

Korn Ferry

Niche Player
ND 47
Sentiment 80
#15

Aerotek (Allegis Group)

a.k.a. Aerotek
Niche Player
ND 55
Sentiment 68
#16

Hays

Niche Player
ND 55
Sentiment 67
#17

Hays plc

Niche Player
ND 55
Sentiment 67
#18

ASGN Incorporated

Niche Player
ND 51
Sentiment 63
#19

Insight Global

Niche Player
ND 47
Sentiment 66
#20

TrueBlue

a.k.a. TrueBlue (PeopleReady, PeopleScout, etc.)
Niche Player
ND 53
Sentiment 60
#21
ND 20
Sentiment 65
#22

Toptal

Niche Player
ND 20
Sentiment 63
#23

Kforce

Laggard
ND 36
Sentiment 55
#24
ND 36
Sentiment 48
#25
ND 36
Sentiment 40
#26

Upwork

Laggard
ND 37
Sentiment 36
#27
ND 15
Sentiment 57
#28
ND 15
Sentiment 25

Key Findings

Critical insights extracted from cross-model analysis

Innovation Concentration

Modern, cloud-native platforms show concentrated sentiment advantages at multiple touchpoints.

Narrative Visibility Gaps

A narrow top-funnel ND range indicates crowded awareness conditions. 8 vendors show limited visibility despite market presence.

Sentiment Cliffs

Certain platforms exhibit notable drops between mid- and bottom-funnel stages, reflecting evaluation-stage friction.

Feature-Set Separators

ERP-integrated suites gain advantage through ecosystem lock-in, while modern competitors differentiate through UX and automation.

๐Ÿ† Category Awards

Recognizing standout vendors based on AI-consensus analysis

๐Ÿ†
Most Valuable
LHH (Adecco Group)
Score: 195

Achieved the highest combined performance with ND 100 and Sentiment 95, establishing clear market leadership.

๐Ÿš€
Most Potential
Kelly
Sentiment: 56

As a Challenger with sentiment score of 56, shows strong potential to move into the Leaders quadrant with improved market perception.

โšก
Most Controversial
Allegis Group
Variance: 52

Generated the most debate across AI models with a variance score of 52. Models showed significant disagreement on this vendor's positioning.

๐Ÿ’Ž
Hidden Gem
Korn Ferry
Sentiment: 80

Strong sentiment score of 80 despite lower market visibility (ND: 47). Well-regarded by those who know them, representing an underappreciated option.

QuadrantX Methodology

QuadrantX applies a structured, multi-model approach using 5 independent runs across 5 LLMs (claude, openai, gemini, perplexity, deepseek). Each model is queried with deterministic temperature settings (0.1) to ensure reproducibility. Narrative Dominance (ND) measures how prominently vendors appear in AI-generated market discussions, while Sentiment captures overall perception quality. Scores are normalized through consensus scoring with variance tracking and outlier suppression. This snapshot enables objective, repeatable comparison across editions.

Transparency & Reproducibility

Complete audit trail: report identifiers, LLM configurations, and exact prompts used

๐Ÿ” Report Metadata & Archive References

Click to expand
Report ID:
d00d5198-cc59-432b-928f-ae77802ea7eb
Archive File Pattern:
d00d5198-cc59-432b-928f-ae77802ea7eb_[model]_[run].json
Generated: December 06, 2025 (UTC)
Total LLM Runs: 5

๐Ÿค– LLM Model Configurations โ€” 5 models used

Click to expand
CLAUDE
Provider: anthropic
Model: claude-sonnet-4-20250514
Temperature: 0.1
Max Tokens: 8192
Runs: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_claude_*.json
OPENAI
Provider: openai
Model: gpt-4o
Temperature: 0.1
Max Tokens: 8192
Runs: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_openai_*.json
GEMINI
Provider: google
Model: gemini-2.0-flash
Temperature: 0.1
Max Tokens: 8192
Runs: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_gemini_*.json
PERPLEXITY
Provider: perplexity
Model: sonar-pro
Temperature: 0.1
Max Tokens: 8192
Runs: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_perplexity_*.json
DEEPSEEK
Provider: deepseek
Model: deepseek-chat
Temperature: 0.1
Max Tokens: 8192
Runs: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_deepseek_*.json

๐Ÿง  AI Analyst Enhancement โ€” Professional content synthesis

Click to expand
โœจ Analyst Model: CLAUDE

This report includes AI-enhanced analyst content. After gathering raw data from all LLM models, an additional AI call synthesizes the findings into professional narratives, vendor spotlights, strategic insights, and market predictions.

Vendor Spotlights: 3
Strategic Insights: 4
Market Predictions: 3
Archive: d00d5198-cc59-432b-928f-ae77802ea7eb_claude_0.json
Prompt Template: report_analyst.yaml
The analyst prompt ingests all vendor positions, scores, and initial findings to generate comprehensive professional content for the full PDF report.

๐Ÿ“ Category Analysis Prompt Template

Click to expand
# Market Category Analysis Request

## Category: Staffing Agencies

The staffing agency market exhibits strong consolidation at the top, with the Adecco Group ecosystem (including LHH and core Adecco operations) and ManpowerGroup (including Experis) commanding the leadership positions. These organizations benefit from global scale, comprehensive service portfolios, and established client relationships that create significant barriers to entry. The market shows clear stratification, with 11 vendors achieving Leader status, representing a healthy but concentrated competitive landscape.

Specialization emerges as a key differentiator, particularly evident in healthcare staffing where providers like Aya Healthcare (ND: 68.2, Sentiment: 80.2) and AMN Healthcare (ND: 63.7, Sentiment: 78.0) achieve leadership positions despite lower narrative visibility. This suggests that deep vertical expertise and specialized service delivery can overcome broader market presence limitations, especially in sectors experiencing acute talent shortages.

Please provide a comprehensive analysis of the **Staffing Agencies** market. 

**Important**: Analyze this category based on what it actually represents. This could be:
- A software/technology market (if the category name suggests software, platforms, or technology)
- A services market (consulting, banking, healthcare, etc.)
- A product market (consumer goods, industrial products, etc.)
- An institutional market (banks, universities, hospitals, etc.)
- Any other market type that the category name implies

Let the category name and description guide your interpretation. Do NOT assume this is a software market unless the category explicitly indicates software or technology.

Structure your response as JSON with the following sections:

### Required JSON Structure:

```json
{{{{
  "market_overview": {{{{
    "market_type": "Software|Services|Products|Institutions|Hybrid|Other",
    "summary": "2-3 paragraph overview of the current market state",
    "market_size_estimate": "Estimated market size if known",
    "growth_trajectory": "Growth trends and projections",
    "key_drivers": ["List of key market drivers"],
    "key_challenges": ["List of key challenges"],
    "geographic_context": "Geographic focus if applicable (e.g., Canada, Global, US)"
  }}}},
  "vendors": [
    {{{{
      "name": "Vendor/Company/Institution Name",
      "position": "Leader|Challenger|Niche Player|Emerging",
      "recommendation_score": 8.5,
      "strengths": ["Strength 1", "Strength 2"],
      "weaknesses": ["Weakness 1", "Weakness 2"],
      "best_for": ["Use case 1", "Customer segment 1"],
      "notable_attributes": ["Key differentiator 1", "Key differentiator 2"],
      "market_segment": "Enterprise|Consumer|SMB|Premium|Mass Market|All",
      "summary": "Brief 1-2 sentence description"
    }}}}
  ],
  "competitive_analysis": {{{{
    "must_have_attributes": ["Essential attributes all players should have"],
    "differentiators": ["What separates leaders from others"],
    "emerging_trends": ["New capabilities or offerings gaining traction"],
    "baseline_expectations": ["Basic offerings expected by all customers"]
  }}}},
  "customer_guidance": {{{{
    "evaluation_criteria": ["Key factors to consider when choosing"],
    "common_pitfalls": ["Mistakes to avoid"],
    "by_segment": {{{{
      "enterprise_institutional": "Guidance for large organizations",
      "mid_market": "Guidance for mid-sized organizations or customers",
      "consumer_smb": "Guidance for consumers or small businesses"
    }}}}
  }}}},
  "trends": {{{{
    "rising": ["Trends gaining momentum"],
    "declining": ["Trends losing relevance"],
    "emerging": ["New trends to watch"]
  }}}}
}}}}
```

### Analysis Guidelines:

1. **Market Interpretation**: First determine what type of market this is based on the category name. For example:
   - "Retail Banking in Canada" = Financial services/institutions market
   - "Customer Data Platforms" = Software/technology market
   - "Corporate Gifting" = Products/services market
   - "Expense Management Software" = Software market
   - "Luxury Hotels in Europe" = Services/hospitality market

2. **Player Coverage**: Include at least 10-15 relevant players (vendors, companies, institutions, brands) if the category has that many significant participants. Prioritize by market presence and relevance.

3. **Objectivity**: Provide balanced assessments. Every player has strengths AND weaknesses - include both.

4. **Specificity**: Be specific about offerings, use cases, and recommendations. Avoid generic statements.

5. **Recommendation Scores**: Use a 1-10 scale where:
   - 9-10: Clear leader, recommended for most use cases
   - 7-8: Strong option for specific use cases
   - 5-6: Viable but with notable limitations
   - 3-4: Limited applicability
   - 1-2: Not recommended for most customers

6. **Position Definitions**:
   - **Leader**: High market presence + broadly recommended + strong reputation
   - **Challenger**: High visibility but specific concerns, limitations, or emerging status
   - **Niche Player**: Strong in specific segments but limited broader appeal
   - **Emerging**: Newer entrants or players showing growth potential

7. **Context Sensitivity**: If the category has a geographic focus (e.g., "in Canada", "in Europe"), ensure your analysis reflects that specific market context.

8. **No fabrication / domains**: Do NOT invent vendors or website domains. If a website/domain is unknown, omit it or set it to null/""; prefer well-known, real vendors only.



Please provide your analysis in valid JSON format only, without any markdown code fences or additional text.