Behind the Numbers
Every datapoint in your Excel goes through a rigorous, multi-layered research process. Here's exactly how we turn raw intelligence into analyst-verified market estimates you can trust in boardrooms.
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Every estimately estimate begins with DataHorizzon Research — our proprietary intelligence backbone with one of the largest repositories of syndicated market research in the industry.
DataHorizzon Research Repository
Our data engine draws from a continuously updated library of market intelligence spanning every major industry vertical — from semiconductors to pharmaceuticals, energy to fintech. This isn't scraped data or AI hallucinations. It's structured, source-validated research compiled by domain analysts over the past decade.
Updated quarterly with new reports, revised forecasts, and expanded country coverage across all active sectors.
Top-Down Meets Bottom-Up
We don't rely on a single estimation method. Every market size figure is triangulated using two independent approaches — and only published when both converge within an acceptable variance range.
🔻 Top-Down Approach
Starts from the macro level and narrows down. We begin with the total industry output or global market value from established databases, then apply filters to isolate the specific market segment.
How it works:
1. Begin with total industry revenue from government statistics, trade associations, and international bodies (World Bank, IMF, UN Comtrade)
2. Apply segmentation ratios derived from industry reports to isolate the target market
3. Use regional GDP contribution, industry concentration, and trade data to break down by geography
4. Cross-reference with company financial disclosures, annual reports, and investor presentations for revenue benchmarks
Best for: Mature markets with established industry-level data. Provides the overall market ceiling and validates bottom-up estimates.
🔺 Bottom-Up Approach
Starts from individual data points and builds upward. We aggregate company-level revenues, unit shipments, pricing data, and capacity utilization to construct the market from its components.
How it works:
1. Identify all major and mid-tier players in the market using competitive intelligence databases
2. Extract segment-specific revenue from annual reports, SEC filings, investor calls, and press releases
3. Estimate private company revenues using employee count proxies, funding data, and market share intelligence
4. Aggregate across all players, add tail-end estimates for smaller firms, and validate against import/export data
Best for: Emerging and fragmented markets. Provides granular accuracy and validates the top-down ceiling.
🎯 Triangulation & Convergence
Both approaches are run independently. If estimates converge within a 5-8% variance, the average is taken as the final figure. If variance exceeds this threshold, our analysts investigate the gap — checking for missing players, data anomalies, or structural market shifts — until the numbers align.
Where Our Data Comes From
We combine six distinct categories of intelligence to ensure every estimate is grounded in verifiable, cross-referenced data — not assumptions.
Company Financials
Annual reports, SEC filings, investor presentations, earnings transcripts from 10,000+ public companies globally
Government & Trade Data
National statistics bureaus, customs data, UN Comtrade, World Bank, IMF, trade association publications
Primary Research
Interviews with C-suite executives, industry experts, supply chain managers, and domain specialists across sectors
Industry Publications
Trade journals, white papers, conference proceedings, patent filings, and peer-reviewed research papers
Competitive Intelligence
Product launches, M&A activity, partnerships, capacity expansions, pricing trends tracked across competitors
DataHorizzon Repository
70,000+ syndicated reports with historical data, validated segmentation, and forecasts across 200+ verticals
How You Get Analyst-Verified Data in 60 Minutes
Our 60-minute delivery isn't a compromise on quality — it's the result of a pre-built data infrastructure that lets our analysts focus on validation rather than starting research from scratch.
You Configure
Select your market, countries, segments, and forecast period
Payment
Secure checkout via Stripe or PayPal
Data Pull
Engine queries DataHorizzon repository and pulls relevant estimates
Analyst Review
In-house analyst validates segmentation, checks numbers, flags anomalies
Excel Build
Structured workbook generated with all sheets, styling, and source attribution
Delivered
Excel emailed to your inbox with report ID
Why 60 minutes — not instant?
We intentionally avoid fully automated delivery because market data requires human judgment. An AI can pull numbers, but only an analyst can spot when a segmentation doesn't fit the market, when a country's numbers look off relative to its economic size, or when recent regulatory changes have shifted demand patterns. The 60-minute window gives our research team enough time to review, adjust, and sign off on every datapoint — so you get numbers you can present to leadership, not numbers you have to second-guess.
Four Layers of Validation
Every report passes through four independent quality checks before it reaches your inbox.
Numerical Consistency
Region totals must sum to global. Country totals must sum to region. CAGR must align with year-on-year growth.
Proportionality Check
Country market shares validated against GDP ratios, industrial output, and known consumption patterns.
Cross-Reference
Estimates compared against at least 2 independent sources. Outliers are investigated and adjusted.
Analyst Sign-Off
Senior analyst reviews the final Excel for logical consistency, formatting accuracy, and data integrity before delivery.
Convinced by the process? Try it risk-free.
Download a free demo Excel instantly to see the exact report structure — no payment needed.