Sentiment analysis

AI that reads between the lines.

Sarcasm, slang, emoji, mixed feelings — Goodstanding's AI sorts every mention into positive, negative or neutral across 108 languages.

Volume tells you loud. Sentiment tells you true.

Ten thousand mentions mean nothing until you know how people feel. Sentiment turns raw noise into a brand-health score you can act on daily.

  • Positive / negative / neutral classification out of the box
  • Emotion detection: joy, anger, sadness, surprise and more
  • Sarcasm-aware models trained on social language
  • Aspect-level sentiment per product, feature or location

SENTIMENT SPLIT · last 30 days

Positive 62% Neutral 24% Negative 14%

“Love the new returns policy 👏 finally a brand that listens.” · Positive

“Oh great, another ‘update’ that logs me out daily 🙄” · Negative

“Vertex opened a hub in Ohio, per the morning briefing.” · Neutral

What's included.

108 languages

Native-quality classification from English to Japanese, Arabic to Polish.

Context of Discussion

Thousands of mentions distilled into one actionable word cloud.

Emotion tracking

See which feelings drive the conversation, not just its direction.

Reputation score

One daily number that blends volume, sentiment and reach.

From raw mentions to answers.

1

Collect everything

Every mention lands pre-scored the moment it is collected.

2

Slice by topic

Compare sentiment per campaign, product line, region or competitor.

3

Act on shifts

Alerts fire when sentiment moves beyond your thresholds.

Sentiment questions, answered.

How accurate is the AI?+

Our models benchmark above 90% agreement with human annotators on social text, and you can correct any mention — corrections retrain your project's scoring.

Does it handle sarcasm?+

Yes. Models are trained on social-native language including irony markers, emoji and slang, and confidence scores flag ambiguous cases for review.

Which languages are covered?+

108 languages with full sentiment, emotion and topic support — ideal for global brands and multi-market launches.

Know how the world feels about you.

Start your 14-day free trial — sentiment included on every plan.

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