Sentiment Analysis Reports
Sentiment analysis reports that summarize tone, themes, urgency, source coverage, and recommended actions for leadership teams.
Turn sentiment data into reports people can use. BigSentiment packages tone trends, themes, urgency alerts, evidence, caveats, and recommended actions into executive-ready sentiment analysis reports.
What is a sentiment analysis report?
A sentiment analysis report summarizes how people feel about a brand, product, campaign, issue, or experience. A useful report does more than show a positive or negative score. It explains what changed, why it changed, how confident the signal is, and what the team should do next.
BigSentiment is report-first. The product is designed around shareable outputs for leadership, brand, PR, CX, reputation, and product teams.
Who needs sentiment analysis reports
- Executives - Need a concise brand-health read without logging into analytics tools
- Brand managers - Need a recurring report that explains perception movement
- PR teams - Need to brief leadership on media tone and public narrative
- CX leaders - Need customer sentiment and feedback themes summarized for action
What BigSentiment reports include
- Executive summary - A plain-language readout of what changed and why it matters.
- Sentiment trend charts - Positive, neutral, negative, mixed, and urgent signals over time.
- Theme analysis - The topics driving positive and negative sentiment.
- Source coverage notes - Where the data came from, how much was analyzed, and where coverage is limited.
- Recommended actions - Practical next steps for brand, PR, CX, product, or leadership teams.
Report data sources
Reports can include reviews, social media, Reddit, forums, news coverage, surveys, support feedback, and uploaded customer-feedback exports.
BigSentiment includes source counts and caveats so teams do not mistake thin data for strong evidence.
Decisions sentiment reports support
- Whether leadership should treat a sentiment change as real or preliminary
- Which themes deserve action or further investigation
- Whether PR, CX, product, or operations should own the response
- Which positive themes can support marketing and sales messaging
- When a negative cluster should be escalated
Why BigSentiment is report-first
- Built for meetings - Reports are structured for leadership updates and cross-functional decisions
- Evidence plus caveats - Representative examples, samples, and source notes make findings more defensible
- Action orientation - Reports end with recommended actions, not just charts
- Less manual slide work - Teams do not need to rebuild dashboard exports into presentations
Frequently asked questions
Can I share BigSentiment reports with executives?
Yes. BigSentiment is designed around executive-ready reports with summaries, trends, evidence, caveats, and recommended actions.
How are sentiment reports different from dashboards?
Dashboards are useful for exploration. Reports are useful for decisions. BigSentiment focuses on packaging the analysis for review and action.
Do reports include methodology caveats?
Yes. Source counts, coverage gaps, and confidence notes are included so teams can interpret findings responsibly.
Related BigSentiment pages
Request a BigSentiment report or view pricing.