Brand intelligence · Social listening
SentimentAI
Brand mentions with a truth plane.
Social listening for TikTok — track brand mentions, review sentiment, and explore publication-accurate charts — with no invented posts and no borrowed metrics.
The product
Control. Truth. In that order.
Analyse
Run, review, ask.
Define a timeframe, describe what you want to monitor, and surface exact TikTok mentions that match your brand. Each run returns a match_strength score — exact handle, hashtag, caption word boundary, or fuzzy. You decide what counts.
Ask mode lets you query stored project data directly — answers carry an as_of timestamp so you always know the data horizon.
Social listening
Brand mentions. At a glance.
Social listening aggregates daily brand mentions — volume over time, sentiment mix, top topics — directly from publication-time data. No smoothing, no invented attribution, no post-hoc re-labelling.
Every chart point is anchored to mentions.posted_at — the date the post was actually published, not the date we crawled it.
How it works
Evidence you can stand behind.
Publication time drives analytics
Brand mentions are indexed by the date they were actually posted — not when we crawled them. Volume charts and sentiment trends reflect real-world timing, not ingestion lag.
Match strength gates every result
Every mention earns a confidence score: exact handle (0.9) → hashtag (0.8) → caption word boundary (0.6) → fuzzy (0.3). Signals below the project threshold are flagged — never silently surfaced as fact.
No invented posts
Every answer carries an as_of timestamp. We never generate or hallucinate mentions. What you see was published by a real account on the platform.
AI visibility tracking — coming soon.
Presence will probe AI engines — ChatGPT, Gemini, Perplexity — to measure where and how your brand appears in AI-generated answers. We're building it right, not fast. It ships when it's trustworthy.
No Presence Score is live today. No AI share-of-voice metrics exist in the current product. What you see in the Social surfaces is sourced from published TikTok posts — nothing more.
Get started
Start knowing what's being said.
Connect your first brand project on sentiment-ai.app
Questions? Talk to us — no checkout, no pricing pressure.