Dashboard Preview

Philippine digital behavior intelligence layer for the Risa Hontiveros pilot

48-Hour Pilot Period
All Platforms
All Cities / Segments
A
Analyst User Campaign Team Preview
Total MentionsM
196,240 +18.6% vs previous 48h
Net SentimentN
+31.8 Positive movement
FavorabilityF
58% +6 pts
Presidential QualificationP
54% +5 pts
Two-Candidate Intent2
49% +4 pts
Risk Alerts!
11 Needs review

Sentiment Overview

Positive, neutral, and negative conversation mix
Live Monitoring
Positive
54%
Neutral
31%
Negative
15%

Presidential Viability Signal

Conversation strength across readiness cues
Strong Public conversations are showing qualified-to-run, trust, and head-to-head comparison signals.
Low
Moderate
Strong

Conversation Hotspots

Cities showing early support and volume
1Quezon City21,842
2Manila18,936
3Cebu City12,504
4Davao City8,931
5Caloocan City6,138

Support Drivers

Themes most associated with favorable movement
1
Integrity
28%
2
Women's rights
24%
3
Senate performance
20%
4
Opposition credibility
16%
5
Public trust
12%

Hesitation Points

Concerns that may slow persuasion
1
Electability
32%
2
Political polarization
27%
3
National reach
21%
4
Economic platform clarity
14%
5
Fear-based narratives
11%

Trending Narratives

Emerging public narratives around Risa's name
Consistent fighter for accountabilityTrust and reform language is rising in positive mentions.
Support
Can she win outside her current base?Hesitation clusters around national reach and coalition breadth.
Question
Rights advocate to executive leaderConversation is testing whether issue credibility can translate into presidential readiness.
Viability

Risk and Misinformation Alerts

Flagged narratives that need human review
11 open
High
Fabricated foreign funding claimCoordinated repost pattern across low-trust pages
High
Misleading edited clip on Senate hearingNeeds source video comparison before escalation
Medium
Attack narrative on elitist backgroundTrending in issue-adjacent comment threads
Medium
Old statements taken out of contextRequires timeline check and context note

AI Analysis Engine

Preview of the final app's automated analysis outputs
1Entity-Based Sentiment+31.8 net
2Issue and Keyword Discovery128 rising terms
3Trust and Authenticity Tracker87% authentic
4Creator and Community Mapping2,486 active
5Conversation Maturity Scoring72/100
6Presidential Readiness Signal54% qualified

Ethical Guardrails

LPublic and lawful sources only
PNo private messages
ENo fake engagement
VNo voter profiling