Reddit Sentiment Analysis — Understand How Reddit Feels About Your Brand

Gemini-powered sentiment scoring reveals genuine brand perception across Reddit. Track how opinions shift, how you compare to competitors, and how Reddit sentiment flows into AI answers.

Deep sentiment intelligence

Go beyond positive and negative labels. Understand the nuance of how Reddit discusses your brand with AI-powered analysis.

Gemini-powered sentiment scoring

Every Reddit mention is analyzed by Google Gemini for nuanced sentiment classification. Unlike simple positive/negative labels, our system captures context-aware scoring that understands sarcasm, qualified praise, and backhanded compliments common on Reddit.

Sentiment trend tracking

See how brand sentiment shifts over time across subreddits. Track whether perception is improving or declining, identify the threads driving sentiment changes, and correlate shifts with your marketing campaigns or product releases.

Thread-level sentiment analysis

Analyze sentiment across an entire thread, not just the original post. Understand how sentiment evolves within discussions as users respond, debate, and share experiences. Reddit averages 18 AI citations per thread in top subreddits.

Competitive sentiment benchmarking

Compare your brand's sentiment scores directly against competitors. See who earns more positive recommendations, who faces more complaints, and how sentiment compares across different product aspects and feature categories.

Praise and criticism clustering

Automatically group positive and negative mentions by theme. Discover which product features generate the most praise, which pain points drive complaints, and what language customers use to describe their experience.

AI citation sentiment impact

Track how Reddit sentiment flows into AI answers. See which positive or negative threads are being cited by ChatGPT and Gemini, so you can prioritize shaping the conversations that directly influence AI-generated brand perceptions.

How it works

1

Connect your brand keywords

Add your brand name, product names, and competitor terms. We begin scanning Reddit for all mentions and apply Gemini-powered sentiment analysis to every post and thread in your tracked subreddits.

2

AI classifies every mention

Each mention receives a sentiment score (positive, negative, neutral, mixed) with a confidence rating and context summary. Themes are extracted automatically: feature praise, complaint categories, comparison contexts, and recommendation signals.

3

Review sentiment dashboards

Your daily digest includes sentiment breakdowns by subreddit, keyword, and time period. Monthly trend reports show how brand perception is shifting, which threads are driving changes, and how you compare to competitors.

What you receive

Sentiment-scored daily digest

Every mention tagged with sentiment, themes, and AI citation potential

Sentiment trend dashboard

Historical sentiment data visualized by subreddit, keyword, and time period

Competitive sentiment report

Side-by-side sentiment comparison against tracked competitors

Sentiment shift alerts

Notifications when brand sentiment changes significantly in any tracked community

Use cases

Built for teams that need to understand genuine customer perception

Brand perception management

Understand exactly how Reddit feels about your brand with data-driven sentiment tracking. Reddit discussions are longer and more honest than reviews on other platforms, making them a truer signal of customer perception.

Brand
Perception

Product feedback analysis

Extract structured product feedback from unstructured Reddit discussions. Identify which features earn praise and which drive complaints across different user segments and subreddit communities.

Product
VoC

Campaign impact measurement

Track how marketing campaigns, product launches, and PR events impact brand sentiment on Reddit. Measure whether your efforts are shifting perception in the communities that matter.

Marketing
Measurement

Competitive positioning intelligence

See which competitor earns the most positive sentiment in your category. Identify the specific features and attributes that drive favorable comparisons so you can adjust positioning.

Competitive
Strategy

AI answer optimization

Understand how Reddit sentiment shapes AI answers about your brand. Threads with strong positive sentiment are more likely to be cited positively by ChatGPT and Gemini in brand recommendation queries.

AEO
AI Visibility

Built for trust & reliability

Public data only

We only access publicly available Reddit posts and comments. No private messages or user data.

Privacy-first

We don't store personal user information. Only post metadata and content summaries.

Reliable delivery

Daily reports delivered at 9AM your local time. Historical data stored securely.

Frequently asked questions

Analyze your brand sentiment on Reddit

See how Reddit really feels about your brand and how it impacts your AI visibility.