Real-Time Opinion Intelligence
Public narratives form continuously across digital platforms. These conversations shape brand reputation, markets, policy debates, and consumer behavior in real time.
Traditional research methods such as surveys and focus groups rely on small samples and delayed analysis.
Opinion Search™ introduces a new model of real-time opinion intelligence as part of Curation AI's Digital Trust infrastructure. By analyzing millions of organic conversations, the platform reveals authentic public sentiment as it evolves.
Opinion Search™ Dashboard
Reveal authentic public sentiment, detect emerging narratives, and understand what people actually believe across millions of digital conversations.
Insight Summary: 48% of analyzed conversations express positive sentiment toward the proposed policy change, while 32% raise concerns about implementation timelines. Cross-platform consensus is strongest on Reddit and X.
Curated Digital Conversation
Opinion Search™ analyzes large-scale digital discourse across platforms including:
AI-Driven Analysis
Conversations are organized into structured insights including:
Authentic public sentiment
Emerging narratives
Topic clusters
Consensus vs disagreement patterns
Sentiment shifts over time
Unlike traditional social listening tools that simply track mentions, Opinion Search™ curates conversations to reveal meaningful insights rather than surface-level engagement metrics.
This transforms unstructured social discourse into actionable intelligence.
AI-Powered Opinion Polling
Opinion Search™ also enables AI-powered opinion polling at internet scale.
Traditional polling methods rely on small survey samples that may take days or weeks to produce results. Opinion Search™ analyzes millions of organic conversations across digital platforms, enabling organizations to measure public opinion continuously rather than waiting for survey responses.
This creates a polling framework that reflects real-world conversation rather than controlled survey responses.
Organizations can instantly answer questions such as:
What do people actually believe about this issue?
How is sentiment shifting in real time?
Which narratives are gaining traction online?
Where do consensus and disagreement exist?
This transforms opinion polling from a periodic research activity into a continuous intelligence capability.
Example Query
"What do people believe about the safety of electric vehicles compared to gasoline vehicles?"
3.1M conversations analyzed • 7 platforms • Last 30 days
Results
Key Insight: Majority sentiment (52%) views EV safety as comparable or superior, driven primarily by NHTSA crash test data discussions on Reddit and YouTube. Battery fire narratives are amplified on X and TikTok but represent a minority viewpoint.
Who Uses Opinion Search™
Opinion Search™ is used by organizations that need to understand how digital narratives influence reputation, markets, and policy.
Corporate communications teams
Public policy researchers
Brand and marketing strategists
Media and journalism organizations
Risk intelligence teams
Technology companies monitoring product perception
Operational Outcomes
Organizations using Opinion Search™ can:
Understand authentic public sentiment across digital platforms
Detect narrative shifts before they escalate
Monitor sentiment changes around brands, policies, or events
Analyze large-scale digital discourse in real time
Transform unstructured conversations into structured intelligence
Opinion Search Output
Each Opinion Search produces structured insights for executive decision-making.
Top Insights
Percentage-based insight distribution providing an immediate snapshot of dominant viewpoints.
Market Context
Industry comparisons and competitive sentiment signals.
Narrative Analysis
Detailed analysis including consensus vs disagreement, narrative clusters, real conversation excerpts, and source references.
Executive Reports
Each analysis can be exported as a structured executive report including:
Common Uses
Board presentations
Communications strategy
Policy analysis
Market research
Visual insight summaries
Narrative analysis
Competitive benchmarks
Methodology transparency
Methodology & Credibility
Each Opinion Search includes transparent analysis details such as:
Total conversations analyzed
AI-driven sentiment clustering
Platforms included
Timeframe of analysis
Keyword and topic extraction
Weighted scoring based on engagement and frequency
This transparency ensures organizations can trust the insights generated by Opinion Search™.
Part of Curation AI's Trust & Verification AI Infrastructure
The platform combines two core capabilities:
Content Authentication
Verify digital media and detect deepfakes or manipulated files.
Opinion Intelligence
Analyze and curate digital discourse to reveal authentic public sentiment.
Verify what is real.
Understand what people believe.
Decide with confidence.
Why Real-Time Sentiment Intelligence Matters
Public narratives form continuously across digital platforms. Conversations happening online can influence reputation, markets, and policy before organizations even realize a narrative is forming.
Opinion Search™ helps organizations:
Identify emerging narratives before they escalate
Respond faster than traditional PR or research cycles
Detect reputation risks early
Understand how audiences interpret issues, brands, and events
This visibility enables organizations to respond with clarity before narratives shape perception.