30/75 runs · avg score 53%
Cross-benchmark category
Market Sizing
Compare AI agent runs for Market Sizing: prompts, scores, grades, and public traces. This page showcases APEX-Agents tasks that test whether AI agents can perform market sizing, calculate TAM, SAM, and SOM, evaluate regional expansion, and estimate market-share shifts.
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30/75 runs · avg score 53%
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27/75 runs · avg score 51%
2/6 runs · avg score 67%
20/62 runs · avg score 46%
Related tasks
75 tasks that also exercise this work as part of a broader assignment.
For each of the four competitor firms use use our financial dataset for 2016 - 2025 to calculate the average customer acquisition cost (US$) for 2016-24 and identify the competitor with the highest ch…
To better understand the market dynamics, the client wants to analyze customer engagement with the mobile app features. Use the feature dataset for competitors from 2016-24 to calculate the following …
Using the estimated market share chart and Brightpath customer segmentation, please calculate the potential revenue for the SMB Accounting segment if it achieved the target share. Include an analysis …
Please use the State of Fashion Report to identify the top three regions (by global beauty retail sales market size) in 2024. Also, please provide 2019 and 2030 market size for these regions, using th…
Using the State of Fashion report and the customer survey, for the Drugstores/pharmacies, E-commerce, and Department Stores channels, return the percentage point difference between the percentage of s…
Using the State of Fashion Beauty report for 2024 sales and sub-category shares, alongside the attached data for Mass Market vs. Premium share by sub-category, calculate the difference (in $M) between…
I need additional information for North America's sales for 2024, both online and In-store. Values are based on the Nielsen report and State of fashion beauty report. Assume that the US numbers split …
The client wants to do market sizing for an autonomous ride-hailing service in Europe. Estimate the market size (in $ Mn) based on the lifetime value (LTV) and adoption rate (%) of users. - Use info…
Update the business case model with the new gross margin numbers. Flow these values for the model, and give the updated total gross profit values for EV, Hybrid, and ICE for each of the 3 scenarios: (…
Read the attached email from the EM about conducting lifecycle analysis on the SKU data and execute on the analysis in: 4. Data Hygiene / Gaps Log (Associate 2). Use values rounded to two decimal plac…
Use the financial model with the new numbers from the finance team (attached) to calculate the 5 year values for: (1) Revenue, (2) COGS, and (3) Gross Profit. Round all final numbers to two decimals (…
Pull the values for each brand's SKU share. Give them as a percentage of total SKUs, and matching the platform/application and brand name. Round percentages to two decimals. Output your results as a r…
Calculate and report the following metrics: 1. The Overall Vitamins Purchase Intent Score for each buyer segment. 2. The buyer segment with the highest average purchase intent score for Vitamins 3. Th…
Create a new slide pptx, summarizing the comparable SaaS deals' target company name, purchase price, ARR, and ARR multiple. Include all targets for which we have an individual case study and use only…
The LATAM market customer count is expected to continue growing at its 2024-2025B CAGR. Complisure could capture a quarter to half of the two largest LatAm players’ latest share of customers if they w…
If competitors continue growing by their 2021-2024 revenue CAGR, while their operating margin % stays flat from 2025, which players will have better operating income than CompliSure by 2030? How much …
Can you use the customer usage and customer contracts files to state the impact on ARR and the new ARR if Complisure switches to the attached usage-based pricing model? Treat the payment discounts fr…
Based on the attached table, with the asking price for each company, which competitors would have a higher 2024 ARR multiple than CompliSure even if their SMB customer count declined by 75%? State the…
I want to forecast total annual revenue for ServiceNow based on the competition's price benchmarking information available to us. For this analysis, calculate revenue for each of their tier/plan (like…
Let's see how a 5% increase in COGS for all hybrid components affects overall gross profit results. Based on the client's request, we should recalculate the total 5-year COGS (€) and gross profit (€) …
Let's model the impact of the price war in the EV charging space. There is an 8% reduction in the ASP for 'on vehicle charging hardware' across all three scenarios. We need to recalculate the revenue …
Let's calculate how much capex is not spent due to supply chain delays and how that affects Helios' total cash position. Based on the assumption that only 80% of capex is spent during 2026-2027, the…
Let's check how a -2/+2 percentage points (pp) in annual gross margin for all component families affects Helios' total gross profit across the three scenarios. Assume base revenue stays constant, so…
Update numbers with the new projections (attached). I want the full breakdown for: DC converters and onboard chargers Driveline and axle modules Engine control units Engine core hardware Exhaust and …
You are analyzing the results from the customer survey. The survey asked what Helios' top 3 capabilities are. The initial results came back incomplete, and there are now additional responses availabl…
We have new expert input on pricing and content for two power electronics families. In the Helios Europe demand model, please (1) bump the ASP for "On vehicle charging hardware" by 15 percent and (2…
Use the Helios customer survey to calculate average NPS scores for Pureplay EVs and EV/ICE. - If the average is 2 or below, they are promoters. They are passives if they are between 2 and 3, and det…
We want to understand the most important investment areas for pureplay EV respondents. The previous file contained incomplete information, so please use the newly attached updated file. Identify the…
The client wants to see the top four customers by cumulative revenue over the last three years and the average gross profit margin for each of the top customer's product families. Only include orders …
We are making changes to the case model to highlight a downside scenario where China's embargo on critical minerals reduces the components' margins by 50% if they are used for Hybrid and/or EV. The ot…
Hi, can you calculate the estimated size of all Frontier's business units in 2035? You might need to conduct growth forecasting to assess the overall size of the markets they operate in by 2035. Let's…
Can you please use the Amensa market matrix and competitor landscape file to provide the capital budget for each business unit for the year 2026, expressed in $B? - Assume a total 2026 capital budge…
Let us assess average price points of sub-categories in 2027 across these 7 markets - Australia, China, Germany, India, Mexico, UAE and UK. The client has informed us of some errors in the data. TAM…
What are the projected 2026 aggregate free night bookings for Marriott, Hilton, and Hyatt in New York, London, and Tokyo combined? Assume all of Summit's 2026P free night certificate redemptions from…
If CompliSure experiences the changes outlined in the attachment starting in 2026, what is the expected impact to free cash flow in 2030? Assume Interest Expense remains the same % of EBIT, and Inco…
We anticipate the following developments in 2026: 1) Market growth is forecast to stall to 0% over 2025 market size (per our latest 5 year forecast, which also includes all required CompliSure financ…
Assume a scenario where CompliSure can achieve best-in-class R&D rates (low) and gross margin rates based on 2024 competitor benchmarks for years 2025 through 2030, if best-in-class is better than the…
Estimate and provide the Manufacturing SOM for CompliSure for the year 2035. Use the 2025-29 CAGR from the manufacturing SAM forecast in the vertical deep-dive manufacturing report as a constant annua…
Calculate overall customer sentiment score using the customer surveys. For each section, compute the section sentiment score as the simple average of the available question-level scores within that se…
Can you please help me re-evaluate and state the adjusted 2030 net income for Complisure? The 2030 adjusted net income will be based on the three key assumptions: 1) New Sales and marketing spend, a…
One of CompliSure’s primary competitors, TrainIQ, is expected to lose a portion of its market share. Use the estimates provided by each research firm (A, B, C), provided in the attached report, as sep…
Based on the attached findings from the top 3 research firms, what is CompliSure’s expected revenue ($M) in 2030 for each scenario? For each scenario, please assume that the overall market size in 20…
Forecast operational expenses are impacted by a rising inflation of 2% in the REIT model. The increase is able to be passed on only for Services revenues. Assume the proportion of operating expenses d…
Using the latest materials cost reduction analysis, assume Impact reduces its 2025 materials cost with current supplier relationships by 20%. Benchmark Impact's resulting 2025 materials cost as a perc…
After reviewing our analysis, the client has a few more requests for us. Recall we had shown scenarios in which the company discontinues SKUs which account for 5%, 7.5%, and 10% of gross profit. We …
Based on the client’s SKU data, calculate the weighted average gross margin for each platform. Then determine the percentage price increase required for SKUs on the lowest-margin platform to raise the…
We have ten expert call summaries from 2022 plus our latest 2025 expert synthesis file, and we want to see how typical EV unit prices have moved for two key families. Can you read the call summaries…
Looking only at projects in the Connection Queue that have a status of "Approved" or "Connected", calculate the percentage of the Total Forecasted Demand for the years 2026, 2027, and 2028 that could …
Can you calculate the annual EU implied revenue for each Eastern European TSO? Use the midpoint of their implied market share ranges and 40 billion euros as the total market size. Using the implied r…
Re-evaluate market entry priorities using the revised weightings for Buyer Profile Score. Identify the Top 3 Markets with the highest Revised Buyer Profile Score under the revised weighting methodolo…
Analyze market entry priorities using the Pricing Corridor Score methodology for PureLife’s Supplements strateg. Identify the Top 3 Markets with the highest Pricing Corridor Score under the weighted …
Analyse market cost efficiency using the Cost Structure Score methodology for PureLife’s Vitamins strategy: - Calculate the Total Cost Structure Score for each market under the weighted methodology us…
Analyse category consumption patterns and market penetration using the Category Penetration Score methodology for PureLife’s portfolio strategy. Present the cumulative penetration score for each cate…
Using the McKinsey wellness report and our buyer profile analysis, recalculate Supplement pricing with two factors only: Vitamins and Supplements preference and increased spending. Apply as multiplie…
PureLife needs a validated UK market potential calculation for its vitamins and dietary supplements business. The current approach relies only on consumer behaviour metrics and overlooks the UK mark…
We want to assess PureLife's 2025 potential global revenue. Assume the following about the 10 markets (Australia, Brazil, China, Japan, Eastern Europe, Germany, India, Mexico, UAE, UK): - PureLife ac…
Refer to all the market sizing files and the competitor benchmarking files. Consider only collagen, meal replacement and keto sub-categories. Using the 2025 market data provided, calculate the revised…
We want to assess the net opportunity scores across markets. First, compute Market_Attractiveness_Index for each market. The formula is: 0.25* Average Sustainability_Score + 0.2* Average Revenue_CAG…
We need to assess the concentration of business across players. Let us remove supplements category from the analysis. Concentration of business of a player is its % share of revenue in its top 4 marke…
I need to know our market share and ranking placement in Eastern Europe for our Lion's Mane Coffee/Cocoa product. Since the product is unique in the Nootropic / Focus Drink category in that market, as…
What is the impact on the forecasted 2027 EBITDA in Brazil if we reallocate half of a 20% savings on ingredients towards increasing our marketing spend? We want to achieve a 10% bump in sales. If the …
Using the consumer perception data and pricing details from the buyer profile, determine how many survey respondents in each market have never heard of PureLife and are willing to pay more than a 30% …
Comparing the revised projections for 2026-2030, what is the change in Japanese and Global 2026 results for Gross Profit and EBITDA in both dollar and percentage terms? If the 2026 Marketing costs in…
Assume that CNS has been taken private as of the start of FY25E. The new PE owners have decided to reduce employee compensation by 50% of the value of stock-based compensation in the previous LBO fore…
In the Accretion / Dilution Model, assume stock-based compensation equals 3% of the sum of operating expenses and cost of goods sold, calculated using the model’s existing methodology, and added back …
In the Accretion / Dilution Model, use the capital structure and shares outstanding assumptions for Solventum (SOLV) to calculate levered free cash flow and price per share. Specifically, use the foll…
Calculate the intrinsic value per share of Solventum based on these assumptions. Use the accretion dilution model. - Lower the gross margin % to 52% for the forecast period 2026E through 2029E. - Ch…
Using the REIT model, consider the following assumptions for the projected period between 2025 to 2029: 1) Assume the revenue growth for its service business equivalent to the overall company revenue …
Update the LBO analysis tab "Copy of LBO". It needs to include a single potential add on acquisition in FY2027E. Assess the impacts on the 5-year LBO analysis. Use SOFR actual data. Add to that tab, t…
Update the LBO model to include an incentive payment structure of PLTF management post-transaction. Assess the impacts on the 5-year LBO analysis. Management is eligible for these payments each year …
Using the LBO model, I want you to tell me updated values for: (1) Implied Net Debt, (2) Sponsor Equity Value and (3) IRR for Year 5. # Assumptions -Increase the interest rate of the secured term loa…
Calculate the sponsor equity value and IRR for FY2030, then report the sponsor equity value in US dollars as a reply. Round $ to the nearest million and report the IRR % to one decimal place. 1. Ref…
The Private Equity Sponsor wants to extract cash via a "Dividend Recapitalization" at the end of 2027. Using the MFC model, you must size the Maximum Special Dividend the company can pay while remaini…
Please use assumptions below for a more aggressive financial forecast, which is termed the "SuperUpside" case: - The drivers of the SuperUpside case adds to the "Upside" case the difference between t…
Reply back to me with the following values: - Implied share price. - Enterprise value - % weight of PV of terminal value in the total new EV. To get to the right answer, update the WACC calculation …