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report_structure_guide.md

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1# Market Research Report Structure
2
3Match the report to the decision and available evidence. There is no required
4page count, chapter count, figure count, or output format. Omit irrelevant
5modules and expand methods/limitations when uncertainty is high.
6

Market Research Report Structure

Match the report to the decision and available evidence. There is no required page count, chapter count, figure count, or output format. Omit irrelevant modules and expand methods/limitations when uncertainty is high.

Raw lines 1 to 6
7## Front matter
8

Front matter

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9### Title and scope
11Include:
13- market and geography;
14- historical and forecast periods;
15- retrieval cutoff;
16- report version and classification;
17- sponsor, author, and material conflicts;
18- explicit statement that the report is not investment, legal, or financial
19 advice.
21Do not use logos, layouts, or wording that imply affiliation with another firm.

Title and scope

Include:

  • market and geography;
  • historical and forecast periods;
  • retrieval cutoff;
  • report version and classification;
  • sponsor, author, and material conflicts;
  • explicit statement that the report is not investment, legal, or financial advice.

Do not use logos, layouts, or wording that imply affiliation with another firm.

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23### Executive synopsis
25Write last. It should stand alone and contain:
271. decision context;
282. formal market boundary in one sentence;
293. highest-confidence findings with claim IDs;
304. top-down and bottom-up scenario range;
315. forecast scenario range and principal sensitivity;
326. material conflicts and limitations;
337. implications or options clearly labeled as judgment.
35Never introduce a metric in the synopsis that is absent from the evidence and
36claims ledgers.

Executive synopsis

Write last. It should stand alone and contain:

  1. decision context;
  2. formal market boundary in one sentence;
  3. highest-confidence findings with claim IDs;
  4. top-down and bottom-up scenario range;
  5. forecast scenario range and principal sensitivity;
  6. material conflicts and limitations;
  7. implications or options clearly labeled as judgment.

Never introduce a metric in the synopsis that is absent from the evidence and claims ledgers.

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38## 1. Scope and definitions
40Define:
42- product/service inclusion and exclusion;
43- customer, payer, user, and transaction;
44- value-chain level;
45- geography, imports/exports, and channels;
46- time basis and as-of date;
47- measure, unit, and denominator;
48- stock/flow and gross/net treatment;
49- currency, base year, and nominal/real basis;
50- industry and product classifications with versions;
51- adjacent markets that are excluded.
53Explain alternate plausible definitions and why one was selected. An industry
54classification is not automatically a product market or an antitrust market.

1. Scope and definitions

Define:

  • product/service inclusion and exclusion;
  • customer, payer, user, and transaction;
  • value-chain level;
  • geography, imports/exports, and channels;
  • time basis and as-of date;
  • measure, unit, and denominator;
  • stock/flow and gross/net treatment;
  • currency, base year, and nominal/real basis;
  • industry and product classifications with versions;
  • adjacent markets that are excluded.

Explain alternate plausible definitions and why one was selected. An industry classification is not automatically a product market or an antitrust market.

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56## 2. Evidence and methods
58Describe:
60- source hierarchy and search cutoff;
61- original data producers and aggregator lineage;
62- exact claim-source mapping;
63- archived snapshots and revision handling;
64- extraction, cleaning, joins, conversions, and calculations;
65- source conflicts and reconciliation rules;
66- confidence labels;
67- primary-research methods and privacy controls;
68- missing evidence and analysis deviations.
70Summarize the source ledger by source type and revision status. Do not inflate
71source count by counting mirrors or derivative articles as independent.

2. Evidence and methods

Describe:

  • source hierarchy and search cutoff;
  • original data producers and aggregator lineage;
  • exact claim-source mapping;
  • archived snapshots and revision handling;
  • extraction, cleaning, joins, conversions, and calculations;
  • source conflicts and reconciliation rules;
  • confidence labels;
  • primary-research methods and privacy controls;
  • missing evidence and analysis deviations.

Summarize the source ledger by source type and revision status. Do not inflate source count by counting mirrors or derivative articles as independent.

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73## 3. Market size

3. Market size

Raw lines 73 to 74
75### Top-down
77Show:
79- control total and definition;
80- disjoint components and coverage keys;
81- in-scope fractions;
82- channel/tax/trade adjustments;
83- source IDs and limitations;
84- resulting TAM scenarios.

Top-down

Show:

  • control total and definition;
  • disjoint components and coverage keys;
  • in-scope fractions;
  • channel/tax/trade adjustments;
  • source IDs and limitations;
  • resulting TAM scenarios.
Raw lines 75 to 85
86### Bottom-up
88Show:
90- population or installed base;
91- customer segments;
92- annual units or transactions;
93- price/spend assumptions;
94- addressable fractions;
95- source and assumption IDs;
96- resulting TAM scenarios.

Bottom-up

Show:

  • population or installed base;
  • customer segments;
  • annual units or transactions;
  • price/spend assumptions;
  • addressable fractions;
  • source and assumption IDs;
  • resulting TAM scenarios.
Raw lines 86 to 97
98### SAM and SOM
100For each scenario, state:
102- serviceability filters;
103- capture-share assumptions;
104- time horizon;
105- capacity, channel, sales-cycle, retention, and competition constraints;
106- source evidence and analyst assumptions.
108Present TAM/SAM/SOM as conditional scenarios. Do not select one estimate merely
109because it is the midpoint.

SAM and SOM

For each scenario, state:

  • serviceability filters;
  • capture-share assumptions;
  • time horizon;
  • capacity, channel, sales-cycle, retention, and competition constraints;
  • source evidence and analyst assumptions.

Present TAM/SAM/SOM as conditional scenarios. Do not select one estimate merely because it is the midpoint.

Raw lines 98 to 110
111### Reconciliation and sensitivity
113Report:
115- absolute and percentage gap between methods;
116- definition, denominator, and coverage-key comparison;
117- corrections for double counting;
118- remaining unexplained difference;
119- sensitivity to major counts, price, penetration, serviceability, and capture;
120- switching values that change a decision.

Reconciliation and sensitivity

Report:

  • absolute and percentage gap between methods;
  • definition, denominator, and coverage-key comparison;
  • corrections for double counting;
  • remaining unexplained difference;
  • sensitivity to major counts, price, penetration, serviceability, and capture;
  • switching values that change a decision.
Raw lines 111 to 121
122## 4. Demand and customer evidence
124Separate:
126- official/administrative or transactional evidence;
127- published survey evidence;
128- original survey evidence;
129- interview/focus-group themes;
130- analyst interpretation.
132For survey claims, include population, frame, sample method, mode, dates,
133unweighted sample, weighting, response/participation, wording, precision, and
134limitations. For interviews, include recruitment, consent, roles, mode, dates,
135coding, divergent views, and limits to generalization.

4. Demand and customer evidence

Separate:

  • official/administrative or transactional evidence;
  • published survey evidence;
  • original survey evidence;
  • interview/focus-group themes;
  • analyst interpretation.

For survey claims, include population, frame, sample method, mode, dates, unweighted sample, weighting, response/participation, wording, precision, and limitations. For interviews, include recruitment, consent, roles, mode, dates, coding, divergent views, and limits to generalization.

Raw lines 122 to 136
137## 5. Market dynamics
139For each driver or inhibitor:
141- state the mechanism;
142- identify observed evidence versus assumption;
143- quantify only with a defensible calculation;
144- define time horizon and leading indicators;
145- include disconfirming evidence;
146- state how it changes a scenario input.
148Frameworks such as PESTLE or SWOT may organize questions but are not evidence.
149Use them only when useful, and do not force a fixed number of factors or scores.

5. Market dynamics

For each driver or inhibitor:

  • state the mechanism;
  • identify observed evidence versus assumption;
  • quantify only with a defensible calculation;
  • define time horizon and leading indicators;
  • include disconfirming evidence;
  • state how it changes a scenario input.

Frameworks such as PESTLE or SWOT may organize questions but are not evidence. Use them only when useful, and do not force a fixed number of factors or scores.

Raw lines 137 to 150
151## 6. Competitive landscape

6. Competitive landscape

Raw lines 151 to 152
153### Scope
155Define the product and geographic basis from the customer perspective. Consider
156substitutability, non-price dimensions, channels, imports, digital/multi-sided
157features, innovation, and dynamic change where relevant.

Scope

Define the product and geographic basis from the customer perspective. Consider substitutability, non-price dimensions, channels, imports, digital/multi-sided features, innovation, and dynamic change where relevant.

Raw lines 153 to 158
159### Competitor set
161State inclusion rules. Distinguish:
163- current direct competitors;
164- adjacent/substitute providers;
165- potential entrants;
166- channel partners or suppliers;
167- unknown/private participants.

Competitor set

State inclusion rules. Distinguish:

  • current direct competitors;
  • adjacent/substitute providers;
  • potential entrants;
  • channel partners or suppliers;
  • unknown/private participants.
Raw lines 159 to 168
169### Feature and positioning evidence
171Use the validated matrix with product edition, geography, date, status, and
172source IDs. Publish scoring rules for any positioning map. Use `unknown` when
173evidence is absent.

Feature and positioning evidence

Use the validated matrix with product edition, geography, date, status, and source IDs. Publish scoring rules for any positioning map. Use unknown when evidence is absent.

Raw lines 169 to 174
175### Shares and concentration
177State numerator and denominator, metric, period, coverage, residual share, and
178alternate definitions. Treat HHI/CRn as descriptive screens. Do not make legal
179antitrust conclusions.

Shares and concentration

State numerator and denominator, metric, period, coverage, residual share, and alternate definitions. Treat HHI/CRn as descriptive screens. Do not make legal antitrust conclusions.

Raw lines 175 to 180
181## 7. Forecast scenarios

7. Forecast scenarios

Raw lines 181 to 182
183### Historical basis
185Show series IDs, units, frequency, seasonal adjustment, revisions, taxonomy
186breaks, transformations, and vintage.

Historical basis

Show series IDs, units, frequency, seasonal adjustment, revisions, taxonomy breaks, transformations, and vintage.

Raw lines 183 to 187
188### Scenario design
190For each named scenario, document:
192- annual rate path or driver equations;
193- demand, price, supply, regulation, competition, and capacity assumptions;
194- evidence and assumption IDs;
195- constraints and internal consistency;
196- conditions that would make the scenario obsolete.
198Do not assign probabilities without a defensible probabilistic model. Do not
199call scenario bounds confidence or prediction intervals.

Scenario design

For each named scenario, document:

  • annual rate path or driver equations;
  • demand, price, supply, regulation, competition, and capacity assumptions;
  • evidence and assumption IDs;
  • constraints and internal consistency;
  • conditions that would make the scenario obsolete.

Do not assign probabilities without a defensible probabilistic model. Do not call scenario bounds confidence or prediction intervals.

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201### Sensitivity
203Report endpoints under stated input shifts, rank influential assumptions, and
204identify decision thresholds. If interactions matter, add coherent combined
205scenarios rather than relying only on one-way sensitivity.

Sensitivity

Report endpoints under stated input shifts, rank influential assumptions, and identify decision thresholds. If interactions matter, add coherent combined scenarios rather than relying only on one-way sensitivity.

Raw lines 201 to 206
207## 8. Regulation and policy
209Use primary regulator and legal sources. Record:
211- jurisdiction and authority;
212- instrument or docket identifier;
213- publication, adoption, and effective dates;
214- enacted/proposed/stayed/repealed status;
215- affected products and entities;
216- evidence-backed market mechanism;
217- uncertainty and need for legal review.
219Do not present a policy proposal as effective law or compliance interpretation
220as legal advice.

8. Regulation and policy

Use primary regulator and legal sources. Record:

  • jurisdiction and authority;
  • instrument or docket identifier;
  • publication, adoption, and effective dates;
  • enacted/proposed/stayed/repealed status;
  • affected products and entities;
  • evidence-backed market mechanism;
  • uncertainty and need for legal review.

Do not present a policy proposal as effective law or compliance interpretation as legal advice.

Raw lines 207 to 221
222## 9. Risks, implications, and options
224Separate:
226- observed risk indicator;
227- likelihood judgment;
228- impact mechanism;
229- exposure and time horizon;
230- early-warning measure;
231- mitigation or option;
232- residual uncertainty.
234Tie recommendations to explicit objectives and findings. Include dependencies,
235trade-offs, owner, timing, and evidence that would trigger revision. A
236recommendation is judgment, not a sourced fact.

9. Risks, implications, and options

Separate:

  • observed risk indicator;
  • likelihood judgment;
  • impact mechanism;
  • exposure and time horizon;
  • early-warning measure;
  • mitigation or option;
  • residual uncertainty.

Tie recommendations to explicit objectives and findings. Include dependencies, trade-offs, owner, timing, and evidence that would trigger revision. A recommendation is judgment, not a sourced fact.

Raw lines 222 to 237
238## 10. Limitations
240Consolidate:
242- data gaps and source conflicts;
243- paid or inaccessible evidence not verified;
244- classification and scope mismatch;
245- currency/base-year and conversion limits;
246- stock/flow or denominator uncertainty;
247- revisions and historical breaks;
248- imputation, suppression, survey, and interview limitations;
249- competitor evidence gaps;
250- forecast/model uncertainty;
251- sponsor and analyst conflicts.

10. Limitations

Consolidate:

  • data gaps and source conflicts;
  • paid or inaccessible evidence not verified;
  • classification and scope mismatch;
  • currency/base-year and conversion limits;
  • stock/flow or denominator uncertainty;
  • revisions and historical breaks;
  • imputation, suppression, survey, and interview limitations;
  • competitor evidence gaps;
  • forecast/model uncertainty;
  • sponsor and analyst conflicts.
Raw lines 238 to 252
253## Appendices
255Include as needed:
257- source/evidence ledger;
258- claims ledger;
259- calculation and assumption register;
260- unit/currency/base-year conversion table;
261- market-sizing inputs and outputs;
262- forecast and sensitivity inputs and outputs;
263- competitor-feature matrix;
264- survey instrument and methodology disclosure;
265- interview guide and de-identified coding framework;
266- revision log;
267- machine-readable local files.

Appendices

Include as needed:

  • source/evidence ledger;
  • claims ledger;
  • calculation and assumption register;
  • unit/currency/base-year conversion table;
  • market-sizing inputs and outputs;
  • forecast and sensitivity inputs and outputs;
  • competitor-feature matrix;
  • survey instrument and methodology disclosure;
  • interview guide and de-identified coding framework;
  • revision log;
  • machine-readable local files.
Raw lines 253 to 268
269## Release gate
271- Scope and denominator are explicit and consistent.
272- Every factual or quantitative claim maps to source IDs.
273- Calculations map to inputs and assumptions.
274- Publication/retrieval dates and revisions are recorded.
275- Monetary values identify currency, base year, and price basis.
276- Stock/flow, units, taxonomy, and denominator are explicit.
277- Top-down/bottom-up methods are reconciled without double counting.
278- TAM/SAM/SOM and forecasts are conditional scenarios with sensitivity.
279- Survey and interview evidence carries full method and privacy disclosures.
280- Competitor evidence is lawful, dated, and does not infer `no` from `unknown`.
281- Conflicts and limitations remain visible.
282- No unsupported paid-market figures, fabricated citations, PII, trade secrets,
283 deceptive collection, brand impersonation, or investment-advice framing.

Release gate

  • Scope and denominator are explicit and consistent.
  • Every factual or quantitative claim maps to source IDs.
  • Calculations map to inputs and assumptions.
  • Publication/retrieval dates and revisions are recorded.
  • Monetary values identify currency, base year, and price basis.
  • Stock/flow, units, taxonomy, and denominator are explicit.
  • Top-down/bottom-up methods are reconciled without double counting.
  • TAM/SAM/SOM and forecasts are conditional scenarios with sensitivity.
  • Survey and interview evidence carries full method and privacy disclosures.
  • Competitor evidence is lawful, dated, and does not infer no from unknown.
  • Conflicts and limitations remain visible.
  • No unsupported paid-market figures, fabricated citations, PII, trade secrets, deceptive collection, brand impersonation, or investment-advice framing.
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