Sample report
Product Review Intelligence Audit
This page shows the proposed structure of a B2B review-intelligence report. It does not represent a completed client engagement or a statistically validated dataset.
Sample structure only. Product name, source volume, market coverage, percentages, quotations, and business outcomes are intentionally omitted until a real research scope is defined.
1. Research scope
- Product and exact variant.
- Marketplaces, retailer pages, social platforms, and date range.
- Language, geography, and source-selection rules.
- Known limits, missing data, and exclusions.
2. Complaint-pattern map
- Product-effect complaints.
- Sensitivity and gum-contact signals.
- Usage friction, fit, taste, wear time, and routine difficulty.
- Packaging, fulfillment, customer-service, and variant-confusion issues.
- Expectation mismatch and before-after credibility concerns.
3. User objections and recurring praise
- Questions buyers raise before purchase.
- Reasons users hesitate, stop, return, or compare alternatives.
- Recurring praise that may support clearer positioning.
- Language customers use to describe comfort, results, and frustration.
4. Messaging and information gaps
- Claims that may create unrealistic expectations.
- Missing explanations about product variants, ingredients, use time, and likely limitations.
- Product-page sections that do not answer recurring objections.
- Instructions that may leave room for misuse or confusion.
5. Recommended actions
- FAQ additions and rewrites.
- Instruction improvements.
- Landing-page message hierarchy changes.
- Product-detail clarification opportunities.
- Content topics based on recurring customer questions.
6. Evidence appendix
- Source list and review-selection notes.
- Anonymized short excerpts where permitted and necessary.
- Pattern examples separated from frequency claims.
- Research limitations and unresolved questions.