How to set up temporary traffic signals for roadworks
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt

Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
---|---|---|---|---|---|
1MUTCD | 18 | 0 | 95 | ||
2FHWA | 13 | 6 | 92 | ||
3CAMUTCD | 2 | 0 | 55 | ||
4OMUTCD | 2 | 0 | 55 |
Strategic Insights & Recommendations
Dominant Brand
All platforms consistently reference MUTCD (Manual on Uniform Traffic Control Devices) as the primary authority for temporary traffic signal guidelines.
Platform Gap
ChatGPT focuses more on regulatory compliance and federal guidelines, while Google AIO emphasizes practical implementation steps, and Perplexity provides the most structured step-by-step approach.
Link Opportunity
There's an opportunity to create comprehensive resources linking MUTCD guidelines with practical implementation guides and equipment selection criteria.
Key Takeaways for This Prompt
All platforms emphasize the critical importance of developing a comprehensive Temporary Traffic Control Plan before implementation.
MUTCD guidelines serve as the foundational reference across all responses for regulatory compliance and best practices.
Proper site assessment, signal positioning, and visibility considerations are essential for effective traffic management.
Regular monitoring, maintenance, and prompt removal of signals after work completion are crucial safety requirements.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (4)
SUMMARY
ChatGPT provides a comprehensive guide following MUTCD guidelines, emphasizing the need for a Temporary Traffic Control Plan (TTCP), proper assessment of signal necessity, strategic placement considerations, and compliance with federal and state regulations. The response covers development, design, operation, maintenance, and deactivation phases with specific technical requirements.
REFERENCES (4)
Perplexity
BRAND (2)
SUMMARY
Perplexity presents a systematic 6-step process from site assessment to signal removal, with detailed equipment selection guidance and a helpful summary table. It covers portable signal types, installation procedures, traffic control schemes, monitoring requirements, and aftercare considerations with practical implementation focus.
REFERENCES (8)
Google AIO
BRAND (2)
SUMMARY
Google AIO offers a structured approach covering planning, implementation, and monitoring phases. It emphasizes developing a TCP, consulting MUTCD guidelines, proper signage, strategic signal positioning, backup systems, and ongoing monitoring. The response includes specific considerations for pedestrian safety and emergency procedures.
REFERENCES (25)
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