Active coverage scope
Brightfield Research covers market segments in software, services, and platform categories where three conditions are simultaneously true: professional decision-makers face genuine evaluation complexity that is not well served by existing independent research; sufficient public evidence exists to support structured analysis; and a defensible research question can be formulated that goes beyond descriptive market mapping.
Coverage as of June 2026 is in development across all four research disciplines. No specific category names are published in the agenda at this stage because naming categories before first outputs are published creates the appearance of coverage that does not yet exist. Category names and research questions will be published when the first output in each category is published or when coverage initiation documentation is complete.
The scope of active coverage encompasses the full range of software, services, and platform categories where the above conditions are met. This includes enterprise software, professional services, SaaS platforms, technical infrastructure, and professional tools serving B2B organizational contexts. Consumer-facing categories are not the primary focus of Brightfield's current research agenda.
Research disciplines
Brightfield produces research across four disciplines. All four are active in the current development phase, though no completed outputs have been published yet. The disciplines are not tied to specific categories — each discipline can be applied across the full range of covered categories.
Market Research
Structured analysis of market segments — what a category covers, who it serves, how participants are differentiated, and what evaluation criteria reflect real decision-making complexity. Market research outputs provide the foundational orientation that precedes comparative and benchmark research in any category. They answer: what is this market, how does it work, and what does a well-informed evaluator need to understand before assessing specific options?
Category Analysis
Structured assessment of specific options within a defined market segment — how do the available options in this category compare against criteria that matter to the decision? Category analysis includes both benchmark outputs (scoring a broader set of options) and comparative analyses (placing two or more specific options side-by-side). All category analysis is built on criteria designed before any option is assessed.
Sector Intelligence
Broader analysis of market dynamics, trends, and structural conditions that affect decision-making across multiple categories within a sector. Sector intelligence outputs provide context for category-level analysis — understanding the sector dynamics that make certain evaluation criteria more or less important, or that create category risks not visible in individual vendor assessments. Sector intelligence is typically published as supplementary context to category-level research rather than as standalone outputs.
Decision Frameworks
Reusable evaluation methodologies that publish criteria, weighting, proof standards, and common evaluation errors in a form that decision-makers can apply to option sets that Brightfield has not assessed. Decision frameworks are the most durable output type — they remain useful as market options change because the criteria reflect the structure of the evaluation problem, not the state of any specific option set at a point in time.
Research pipeline
The research pipeline describes the current status of coverage initiatives that are past the initiation stage but not yet published.
Pipeline status — June 2026
First research outputs are in development across software, services, and platform categories. Coverage initiation documentation is in progress for multiple category areas. No outputs have reached publication review stage as of this writing. Pipeline details will be published when coverage initiation documentation is complete for each category. Publishing pipeline details before initiation documentation is complete would create the appearance of active coverage that does not yet exist at the required standard.
Coverage criteria
Coverage of a new category is initiated only when all four of the following criteria are satisfied. These criteria are evaluated by the Director of Research and reviewed by the editorial desk before coverage initiation is approved.
1. Demonstrable market demand
Evidence must exist that professional decision-makers are actively seeking evaluation guidance in the category. Acceptable evidence includes search volume signals indicating evaluation-intent queries, community discussion in professional forums referencing evaluation difficulty, analyst coverage noting the category as an active procurement area, or documented procurement activity indicating professional evaluation is occurring at scale. Anecdotal reports of interest from individual organizations are not sufficient to establish demonstrable market demand.
2. Available public evidence
Sufficient publicly accessible evidence must exist to support structured analysis. This means: Class 1 documentation from assessed organizations covering their own capabilities, pricing, and scope; Class 2 independent review signals from aggregated platforms; and at minimum Class 4 community and practitioner discussion that documents real evaluation experiences. Categories where the available evidence is predominantly promotional content from the organizations themselves, with no independent corroboration, do not meet this criterion.
3. Meaningful evaluation complexity
The category must present genuine evaluation difficulty — criteria that are non-obvious, tradeoffs that require structured analysis, capability claims that require a documented framework to assess, or market dynamics that create evaluation risks not visible to an unsophisticated evaluator. Categories where the evaluation question is simple and the answer is readily apparent from basic public documentation do not benefit from the level of research infrastructure Brightfield applies and are not prioritized for coverage.
4. Defensible research question
Coverage must be grounded in a clearly stated, answerable research question that can be addressed, at least in part, through the public evidence available. A research question is defensible when it is specific enough to be answered, evaluative rather than merely descriptive, and aligned with the actual evaluation challenge facing decision-makers in the category. Coverage initiated without a defensible research question produces category overviews rather than research outputs, and overviews do not serve the decision-making needs that justify the research investment.
Suggest a category
Category suggestions from readers, practitioners, and decision-makers who have direct experience with evaluation difficulty in a specific market segment are welcomed. Well-constructed suggestions that address all four coverage criteria are given priority in the quarterly coverage review.
A useful category suggestion includes:
- A clear category name and definition, with scope boundaries
- A specific, evaluative research question — not just "cover this category" but "which approaches in this category best serve [decision-maker profile] facing [specific evaluation challenge]?"
- Evidence of market demand — signals that professional decision-makers are actively seeking evaluation guidance
- Examples of the public evidence available — what documentation, review data, and community discussion exists
- Disclosure of your relationship to the suggested category, if any
Submit category suggestions to [email protected] with "Category suggestion" in the subject line. Suggestions are reviewed quarterly. All submissions are acknowledged; not all suggestions result in coverage initiation.
Categories not covered
The following categories are explicitly outside Brightfield Research's scope. This is not a priority statement — these are categories that will not be covered under the current mandate, regardless of demand or evidence availability.
Investment products and financial instruments
Categories involving the evaluation of investment vehicles, financial products, securities, funds, or financial advisory services. Evaluation in these categories requires regulatory licensing or disclosure frameworks that are outside Brightfield's editorial scope, and the consequences of inadequate evidence standards are material financial harm. Brightfield does not cover these categories.
Medical devices and healthcare products
Categories involving the evaluation of medical devices, diagnostic tools, therapeutic products, pharmaceutical products, or healthcare services where evaluation involves clinical efficacy claims. Evaluation in these categories requires clinical evidence standards and regulatory context that are outside Brightfield's research infrastructure. Brightfield does not cover these categories.
Categories with entirely non-public evidence
Categories where evaluation necessarily requires access to proprietary performance data, sealed government contracts, classified information, confidential assessments, or other non-public evidence that cannot be documented in a public source note. If a category cannot be meaningfully researched using public evidence, Brightfield cannot produce a research output that meets its methodology standards. Coverage of such categories would require Brightfield to rely primarily on Class 6 submitted evidence from interested parties and Class 7 editorial interpretation — a combination that does not produce the documented-fact quality that justifies the research output format.
Consumer product categories without professional evaluation complexity
Consumer-facing product categories where evaluation complexity is low, the evaluation audience is general rather than professional, and existing consumer review infrastructure adequately serves the evaluation need. Brightfield's research infrastructure is designed for professional decision-making contexts where the criteria are non-obvious and the stakes justify structured analysis. Consumer product categories with simple evaluation questions are not a priority for this infrastructure.
Limitation: The research agenda reflects coverage plans as of June 2026. Coverage priorities may shift based on evidence landscape changes, reviewer availability, and editorial capacity. Categories listed as in development may not result in published outputs if the evidence landscape assessment finds insufficient public evidence. This document will be updated as the agenda evolves; changes are recorded in the changelog.