AI Sentiment Analysis for Social Media Comments | FeedGuardians
AI-Powered Feature

Know How Your Audience Feels

AI scores every comment as positive, neutral, or negative in real-time. Spot sentiment shifts before they become PR crises and celebrate wins as they happen.

Accuracy
92%+
Languages
50+
Analysis Speed
<1s

No credit card required · 7-day free trial

How It Works

Sentiment Scored in Real-Time

STEP 01

AI Reads Every Comment

Our NLP engine processes every incoming comment across all your connected platforms. It understands context, sarcasm, emojis, and slang in 50+ languages.

STEP 02

Scores & Categorizes

Each comment receives a sentiment score from 0 to 1 and is categorized as positive, neutral, or negative. Scores feed into your real-time dashboard.

STEP 03

Alerts on Shifts

Set custom thresholds. When sentiment on a post or campaign drops below your target, get instant alerts via email, Slack, or in-app notifications.

Capabilities

Everything You Need to Understand Sentiment

Real-Time Scoring

Every comment scored as positive, neutral, or negative within seconds of being posted.

Trend Visualization

Line charts and heatmaps show sentiment over time, across posts, campaigns, and platforms.

Shift Alerts

Get notified instantly when sentiment drops on any post or your overall brand perception changes.

50+ Languages

Sentiment analysis works natively in over 50 languages without translation.

Automated Actions

Trigger auto-hide, escalation, or auto-reply based on sentiment scores automatically.

Crisis Detection

Early warning system flags coordinated negative campaigns and unusual sentiment patterns.

Use Cases

Sentiment Intelligence for Every Team

01

Product Launches

Monitor real-time audience reaction to launches. Know within minutes if your audience loves the new feature or has concerns.

02

Campaign Monitoring

Track sentiment across ad campaigns. Identify which creatives resonate positively and which ones are generating backlash.

03

Crisis Management

Detect negative sentiment spikes early. Get ahead of PR issues before they snowball into viral controversies.

04

Competitor Analysis

Compare sentiment on your posts vs. industry benchmarks. Understand where your brand stands in audience perception.

05

Customer Support

Prioritize angry or frustrated comments for immediate response. Route negative sentiment to your support team automatically.

06

Influencer Partnerships

Measure audience sentiment on sponsored content. Prove ROI to brand partners with hard sentiment data.

Works With Your Entire Stack

Sentiment data flows into Slack, email, webhooks, and your existing tools. Export reports or trigger automations based on sentiment thresholds.

Connect Your Platforms
FAQ

Common Questions

Our AI sentiment engine achieves over 92% accuracy across all supported languages. It goes beyond simple keyword matching by understanding context, sarcasm, emojis, and slang to deliver reliable sentiment scores on every comment.

Yes. FeedGuardians sentiment analysis works on Instagram, Facebook, TikTok, and Bluesky. Every incoming comment is scored in real-time regardless of which platform it comes from.

Absolutely. You can set up custom alerts that trigger when the overall sentiment on a post drops below a threshold, when a spike of negative comments is detected, or when a specific keyword appears alongside negative sentiment.

The dashboard shows sentiment over time as line charts, heatmaps, and distribution breakdowns. You can filter by post, platform, date range, or campaign to pinpoint exactly when and why sentiment changed.

Yes. Our NLP model is trained on millions of social media comments and understands sarcasm, irony, emoji sentiment, and internet slang. A comment like "Oh great, another update" is correctly flagged as negative rather than positive.

Yes! We offer a 7-day free trial with full access to AI sentiment analysis and all other FeedGuardians features. No credit card required to get started.

Stop guessing how your audience feels

Start your free trial and let AI analyze sentiment on every comment across all your social media accounts.

Start Free Trial

No credit card required · 7-day free trial