CTC Market Research & Competitive Analysis 3 — Questions and Answers
Question 1: When conducting a competitive analysis, 'mystery shopping' a rival travel agency provides which type of intelligence?
- Financial performance data
- First-hand experiential data on sales process and service quality (Correct answer)
- Marketing spend estimates
- Staff headcount and organizational structure
Correct answer: First-hand experiential data on sales process and service quality
Mystery shopping reveals how a competitor actually delivers the customer experience, from consultation style to upselling techniques.
Question 2: Which statistical technique is MOST appropriate for identifying distinct traveler segments from a large dataset of booking behaviors?
- Linear regression
- Cluster analysis (Correct answer)
- Simple frequency distribution
- ANOVA testing
Correct answer: Cluster analysis
Cluster analysis groups respondents with similar behavioral patterns, making it ideal for uncovering natural market segments in booking data.
Question 3: A travel agency's research shows that 70% of its adventure travel clients are millennials who rely on Instagram for inspiration. This finding is an example of which type of market research output?
- Psychographic profiling
- Customer journey mapping
- Demographic cross-tabulation with media behavior data (Correct answer)
- Brand equity measurement
Correct answer: Demographic cross-tabulation with media behavior data
Cross-tabulating age demographics with media consumption habits reveals actionable targeting data linking who the customers are to how they find travel inspiration.
Question 4: The 'share of wallet' metric in travel agency competitive analysis refers to:
- The percentage of a client's total annual travel spending captured by your agency (Correct answer)
- The agency's share of total industry revenue
- The proportion of agency revenue from high-value clients
- Average transaction value compared to competitors
Correct answer: The percentage of a client's total annual travel spending captured by your agency
Share of wallet measures how much of a specific client's travel budget your agency captures versus competitors, indicating cross-sell and upsell potential.
Question 5: Which trend analysis tool would BEST help a CTC track seasonal demand patterns for specific destinations over a five-year period?
- Focus groups conducted quarterly
- Time-series analysis of historical booking data (Correct answer)
- Social media sentiment analysis
- One-time intercept surveys at airports
Correct answer: Time-series analysis of historical booking data
Time-series analysis of historical booking data reveals recurring seasonal patterns and long-term trends across multiple years.
Question 6: A competitor analysis reveals that a rival agency's online booking conversion rate is 12% versus your agency's 6%. Which area should be prioritized for investigation?
- The competitor's office location and lease costs
- The competitor's website UX, pricing transparency, and checkout process (Correct answer)
- The competitor's staff training program
- The competitor's print advertising spend
Correct answer: The competitor's website UX, pricing transparency, and checkout process
Online conversion rate differences are most directly attributable to the digital experience—website design, pricing clarity, and frictionless checkout.
Question 7: In the context of travel market research, 'stated preference' data differs from 'revealed preference' data in that:
- Stated preference reflects what travelers say they would do; revealed preference shows what they actually did (Correct answer)
- Revealed preference is collected via surveys; stated preference comes from booking records
- Stated preference data is more reliable for forecasting future demand
- Revealed preference is qualitative while stated preference is quantitative
Correct answer: Stated preference reflects what travelers say they would do; revealed preference shows what they actually did
Stated preference captures hypothetical intentions in surveys, while revealed preference is derived from actual booking and travel behavior, which is generally more reliable.
CTC Market Research & Competitive Analysis 3
When conducting a competitive analysis, 'mystery shopping' a rival travel agency provides which type of intelligence?