Positive, neutral, negative. And above all, why.
Per-provider sentiment and SWOT of how AI describes your brand.
100 credits free. No credit card required.
Trusted by 2,000+ brands and agencies
The problem
Sentiment in AI responses is multidimensional: tone, framing, factual accuracy, competitive positioning. A per-engine numeric score alone misses the nuance. You need the underlying reasoning: which dimensions drive positive sentiment, which drive negative and which sources amplify each.
What it does
Sentiment & Brand Perception analyzes every AI mention to score sentiment (0-100), extract framing dimensions and produce a SWOT view of how AI positions you vs competitors. Trended per engine and per topic, with root-cause drill-down into the cited sources.
Inside the feature
- Per-provider sentiment score and evolution
- SWOT matrix (Strengths, Weaknesses, Opportunities, Threats)
- Framing-dimension extraction (price, quality, innovation, trust)
- Root-cause links to contributing sources
- Side-by-side brand perception vs competitors
Why Qwairy is different
Most tools
Show a single sentiment number.
Qwairy
Score + framing dimensions (price, quality, innovation, trust, support) + SWOT view.
Most tools
Aggregate sentiment across engines.
Qwairy
Per-engine and per-topic sentiment with root-cause source links.
Most tools
No competitor benchmarking.
Qwairy
Side-by-side perception vs up to 3 competitors on dimensions that matter.
How it works
Score every response
Each AI mention of your brand is scored 0-100 for sentiment, with framing-dimension breakdown (price, quality, innovation, trust, support).
Aggregate per engine and topic
Per-engine and per-topic sentiment trends. SWOT matrix auto-generated weekly.
Diagnose and act
Drill any negative sentiment to the underlying cited sources. Engage the source, publish a counter-narrative or flag for PR.
Use cases
Executive sentiment dashboard
One SWOT matrix per brand, updated weekly. Hand it to the CMO for every Monday review.
Negative mention diagnosis
A Gemini response frames your brand poorly. Drill to the sources cited, identify the root article, and engage.
Competitor perception benchmark
Quantify how AI frames you versus three competitors on dimensions that matter (innovation, trust, value, support).
Ready to unlock Sentiment Analysis?
Start free with 100 credits and the full feature set. No credit card required.