Visual & Short-Form
Review public posts, Reels, and carousels matching tracked hashtags. Explore likes, comments, sentiment trends, accounts, hashtags, and locations.
Posts & ReelsLikes & CommentsSentiment TrendsHashtags & Mentions
Digital Conversation Intelligence Platform
Hear the Echo. Understand the Story.
Monitor selected keywords, hashtags, and public Facebook Pages across six data sources. Explore content, engagement, sentiment predictions, and entities in one dashboard.
Six supported data sources • Topic-based monitoring • Scheduled data updates
Collection schedules and available metrics vary by data source.
https://dashboard.echora.id
6 Supported Data Sources
Track selected keywords, hashtags, and public Facebook Pages.
LLM Predictions
Echora is extending LLMs across machine-learning prediction workflows for all six data sources.
Scheduled Collection
Data refresh frequency varies by source.
Data Source Analytics
Explore content volume, engagement, sentiment predictions, and source-specific signals.
Analytics Across Six Supported Data Sources
Monitor selected topics across the public content Echora can collect from each platform.
Social Discourse
Twitter / X
Review keyword-matched posts, reposts, replies, likes, sentiment and volume trends, top accounts, words, and entities.
Keyword-Matched PostsReposts & RepliesTop AccountsWords & Entities
Keyword-Matched News
Online News
Find articles surfaced for monitored keywords. Echora extracts and cleans article text where available, then organizes results by sentiment, category, outlet, and entities.
Article Text ExtractionTopic CategoriesOutlet Distribution
Long-Form Video
YouTube
Explore public videos matching tracked keywords by views, likes, comment counts, channel, and category. Sentiment predictions use video titles.
Views & EngagementTitle SentimentCategory DistributionPublishing-Time Trends
Short Video Signals
TikTok
Explore keyword-matched videos by views, likes, comments, shares, saves, sentiment trends, estimated creator gender, and popular sounds.
Views & EngagementEstimated Creator GenderPopular Sounds
Page & Post Analytics
Monitor selected public Pages and analyze their posts by engagement, sentiment, and reaction mix.
Public Page PostsEngagement CountsReaction Distribution
Machine-Learning Predictions
LLM-Powered Predictions Across Six Data Sources
Echora is extending LLMs across its machine-learning prediction workflows for all six supported data sources. Available prediction types vary with the content and metadata provided by each platform.
Sentiment Prediction
Prediction workflows classify analyzed text as positive, neutral, or negative. Language, context, and the source content can affect the result.
Illustrative sentiment mixSample data
68% Positive22% Neutral10% Negative
Named Entity Extraction
Extracts entity mentions and their predicted types from analyzed content. Echora groups matching labels so teams can review which people, organizations, and places appear most often.
Example entity mentions
PersonSatya NadellaOrganizationBank IndonesiaLocationJakarta Pusat
Topic Categorization
Where category classification is supported, prediction workflows can assign topic labels such as politics, economy, or technology to analyzed content.
Illustrative category predictionPolitics
Sample outputCross-Source Rollout
LLM-based machine-learning predictions are intended for all six supported data sources. Each pipeline can use prediction tasks suited to its available text and metadata.
Rollout scope
NewsXInstagramYouTubeTikTokFacebook
Ready to Hear What the Internet is Saying?
Request a personalized product walkthrough for your brand, industry, or public policy monitoring needs.