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Monitor Product Opinions Across Reddit & Twitter

Track what users are saying about your product across social platforms and extract structured insights automatically.

The Scenario

You've launched TaskMaster Pro, a productivity app. You want to understand what users are saying on Reddit and Twitter — their pain points, feature requests, and how they compare you to competitors.

Instead of manually searching and reading hundreds of posts, TrackerNews automatically monitors, filters, and extracts structured data from every relevant discussion.

1

Define Keywords to Find Posts

Set broad keywords to find posts. These are used for initial search across platforms.

taskmaster task master taskmaster pro tasks app
2

Add AI Description to Filter Relevance

Keywords alone cast a wide net. The AI uses this description to intelligently filter and keep only truly relevant posts.

"Discussions, opinions, and mentions of TaskMaster Pro productivity app — including user reviews, feature feedback, bug reports, and comparisons with competitor apps"

AI filters out irrelevant matches like "taskmaster" the TV show, or unrelated "task" discussions

3

Choose Sources to Monitor

Select where to look for discussions — across all platforms or specific communities.

Twitter All tweets
R Reddit Specific subreddits:
r/productivity
r/gtd
r/apps
Y Hacker News All posts
4

Define Fields to Extract

Design your data schema. Tell TrackerNews exactly what information to extract from each relevant post.

Five word summary

text

Quick snapshot of what the discussion is about

Overall sentiment

choice

How users feel about the product

positive negative neutral mixed

Feature mentions

text-list

Which features are being discussed or praised

Pain points mentioned

text-list

Problems, bugs, or frustrations users are experiencing

Feature requests

text-list

What features users are asking for

Competitor comparisons

key-value-pairs

When users compare you to alternatives

Key: competitor app name
Values:
• what they're comparing (text)
• why they prefer competitor (text-list)
• why they prefer us (text-list)
5

Get Structured Results

TrackerNews continuously monitors and processes discussions, giving you a searchable, structured database of insights.

What You'll See

Sentiment trends over time

Track whether sentiment is improving or declining

Most mentioned features

See which features users talk about most (good or bad)

Top pain points aggregated

Understand recurring problems across all discussions

Feature request patterns

Identify the most requested features to prioritize your roadmap

Competitive intelligence

See which competitors are mentioned and why users choose them (or you)

Searchable database

Filter and search across all extracted data with full-text search

Ready to track your product mentions?

Start monitoring with pre-built topics or create your own custom tracker