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Saurabh Gaikwad
Saurabh Gaikwad

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Category Blurring Muddies Addressable Market Size Calculations

Estimating the addressable market size gets harder, not easier, as product categories overlap and hybridization accelerates. Most teams still treat borders as fixed. The real risk lies in assuming that today's category frameworks—whether drawn from analyst taxonomies, procurement hierarchies, or industry reports—cleanly map to what actually lands in RFPs and customer budgets.

Addressable Market Size Loses Meaning as Categories Converge

Overlapping capabilities and shifting product definitions produce double counting and blind spots in market sizing. TAM estimates, when built on rigid categories, routinely fail to capture demand that sits astride boundaries. The classic example is the migration from hardware appliances to SaaS and integrated platforms in IT security and industrial automation—where firewall, intrusion detection, and endpoint management blend into converged solutions.

Risk-averse product and procurement leads know that an overlap problem exists. But the issue is less about statistical error and more about strategic misdirection. Defining segments down too finely or too traditionally can understate the viable opportunities for an entrant, and overstate defensibility for incumbents who think only in old buckets.

Category Blurring Skews Both Overlaps and Gaps

The immediate distortion comes from two directions:

  1. Double counting: Products that address multiple use cases, such as multifunction printers or converged infrastructure, are sometimes counted in each constituent category. This inflates the sum market size, encouraging outsized resource commitments based on illusory potential.

  2. Blind spots: Where hybrid offerings do not sit squarely in any established category, their sales are left out of every segment. Procurement teams and new entrants miss these addressable dollars, leading to conservative or misaligned strategies.

The net effect is that headline numbers lose their reliability as a foundation for prioritizing geographies, channels, or M&A targets.

Standard Evaluation Frameworks Break Down

Procurement and corporate strategy teams often rely on category-driven frameworks for competitive scans and financial modeling. As boundaries blur, these methods become less predictive. Three common failure modes emerge:

  • Oversized TAM from overlapping products: Aggregating categories without adjusting for hybridization captures the same revenue multiple times.
  • Understated opportunity from orphaned functionality: New product classes that combine features are neither modeled nor tracked, hiding emergent growth pockets.
  • Misplaced pricing benchmarks: Analyst benchmarks may reflect legacy single-function products, misguiding price negotiations for multi-function competitors.

How to Adjust Your Evaluation Framework

Moving from category-driven to function-driven evaluation can recover accuracy. Teams need to make two shifts:

  • Redraw boundaries around customer jobs: Analyze how the buyer now frames their objective, not just what SKUs are labeled. This means grouping spend around functional outcomes—"secure remote access," not pure "VPN appliances"—and examining what available solutions actually win RFPs.

  • Track budget convergence: Follow where procurement dollars are shifting from specialized spend to hybrid or converged solutions, even if those are delivered by new entrants or bundles from incumbents.

This approach also exposes where category convergence creates new gatekeepers or shifts purchasing authority, which is critical for estimating achievable market share.

A Simple Framework for Reality-Checking Addressable Market Size

Teams can root out distortions using this stepwise check:

  1. Tally reported segment sizes from syndicated sources or published documents.
  2. List hybrid or multi-function products observed in the field and determine in which categories (if any) these products have been counted.
  3. Identify procurement line-items or RFPs that pull from multiple segments.
  4. Estimate overlap: For every hybrid product, estimate the portion likely included in each segment.
  5. Adjust sums: Subtract overlap, then add in any orphan spend—dollars not captured by standard categories.

Avoid assuming hybrid products simply replace legacy spend on a 1-for-1 basis; substitution trends will lag hybrid adoption as legacy contracts sunset. Employ this framework at least annually; pace of convergence can shift addressable estimates by material margins, especially in tech, healthcare devices, and fast-evolving consumer goods.

Hypothetical Worked Example: Multifunction Printers in Office Equipment Sizing

To illustrate, consider a procurement team assessing the "addressable market size" for office printing equipment. This is a hypothetical example, not based on specific industry data. Assume two categories from published reports:

  • "Single-function printers": $1B in reported annual sales.
  • "Standalone scanners": $500M in reported annual sales.

Multifunction printers (MFPs) that copy, scan, print, and fax are now common. Most MFP revenue appears in both categories, as vendors and analysts often allocate their sales proportionately. Our internal RFP review finds:

  • MFPs account for $800M in annual procurement spend (of which half is for replacing existing single-function devices, half for new digitalization initiatives).
  • Of the $1B in printer sales, $400M overlaps with MFPs; in scanner sales, $200M is duplicated.

To recalibrate:

  • Adjust printer segment: Exclude $400M already captured in MFPs.
  • Adjust scanner segment: Exclude $200M overlapping with MFPs.
  • True addressable market size (printer + scanner + incremental MFP): $600M (printers) + $300M (scanners) + $800M (total MFP spend, not double-counted) = $1.7B.

A naïve summation would report a $2.3B market ($1B + $0.5B + $0.8B), 35% higher than the true opportunity, overstating demand and warping procurement economics.

Learn More About Market Boundary Analysis

For further reading on how product convergence warps market sizing, see our latest publications at Core Market Research, where we cover methods for dissecting category overlap related to IT integration, medical devices, and energy hybridization.

Key takeaways

  • Disaggregate category-based estimates into functional outcomes to clarify true opportunity.
  • Audit procurement and channel data for hybrid or multifunction products that cross legacy boundaries.
  • Periodically revisit segment definitions to avoid missizing new or reshuffled categories.
  • Prioritize methods that track the migration of spend, not just the inventory of SKUs, as category convergence continues.
  • Involve end-user or procurement interviews to surface hybrid use cases missing from standard frameworks.

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