Market Sizing (TAM/SAM)
Build bottom-up market sizing models.- Good Prompt
- Bad Prompt
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Build a market sizing model for online grocery delivery in
London and New York.
1. Create a bottom-up plan for modeling TAM (all grocery) and
SAM (online grocery). Identify and list the key drivers:
population, grocery basket size, purchase frequencies, online
penetration, and any other material factors for each city.
Research grocery and eating trends to inform your choice of drivers
2. Research and document baseline 2025 values and trajectories
towards 2035 for each driver identified in Step 1. Include
source or methodology for each data point.
3. Build a 2025-2035 market model in the workbook that calculates
TAM and SAM for each year using the drivers and assumptions
from Steps 1 and 2.
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Size the market
Competitive Landscape
Map and analyze competitive positioning.- Good Prompt
- Bad Prompt
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Create a competitive landscape analysis for Nordic fintech
payments.
1. Identify the top 10 players by market share. List the key
dimensions to compare: revenue (est.), funding raised, key
products, target segments, pricing model, geographic coverage,
and key differentiators.
2. Research and document data for each competitor across the
dimensions identified in Step 1. Include sources for each
data point as a matrix on the side. Be critical on sources.
3. Add a summary section identifying ideas on white space
opportunities based on the analysis.
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Who are the competitors?
Revenue Build-Up
Create detailed revenue forecasts.- Good Prompt
- Bad Prompt
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Build two analyses based on the customer data in the Data sheet
for 2018-2025. Place output in Analysis sheet starting at cell B5.
1. Customer count waterfall: customers at beginning of year,
customers added, customers churned (lost), customers at
end of year.
2. NRR analysis: revenue at BoP, new revenue, revenue upsell,
full churn, contraction, revenue at EoP.
Below the two analyses, add a metrics section with: Logo churn %,
Revenue churn excl contraction, Revenue churn incl contraction,
Revenue expansion, Revenue growth from new logos.
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Make churn analysis on this customer data
Cost Structure Analysis
Analyze and benchmark cost structures.- Good Prompt
- Bad Prompt
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Analyze the cost structure for this high-growth SaaS company.
1. Categorize all costs from the P&L on the Financials tab into:
COGS (direct), Sales & Marketing, R&D, G&A. Calculate each
as % of revenue and show trend over 3 years.
2. Research industry benchmarks for high-growth SaaS companies
for each cost category identified in Step 1. Document sources
for benchmark data.
3. Build a cost benchmarking analysis comparing our costs to
benchmarks from Step 2. Identify the 2-3 cost lines most
above benchmark and quantify the savings opportunity if
brought to median.
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Look at the costs
