Real conversations switch constantly: ‘Kaha ho?’, ‘call karu?’, ‘theek hai, have fun’. Brutal Verdict combines timing, conversation structure and multilingual semantic signals to analyze the relationship without flattening everything into an English-only sentiment score.
A single message rarely tells the whole story. The analyzer considers who sent it, what came before it, whether it invited a reply and how the conversation changed afterward.
Words such as ‘acha’, ‘haan’, ‘theek hai’ and ‘kya hua’ can be warm, neutral or dismissive depending on the surrounding exchange. Literal word translation is not enough.
Brutal Verdict keeps speaker boundaries and nearby conversational context during semantic analysis, while ordinary lexical and timestamp statistics remain exact.
Large exports can contain years of changing language, inside jokes and phases. The bounded analysis planner preserves ordinary coverage across the timeline while prioritizing potentially meaningful moments and long-gap conversation tails.
That makes the report useful for long chats without pretending every message deserves identical semantic weight.
A chat export does not contain phone calls, face-to-face conversations or private circumstances. Sarcasm and local slang can also be misunderstood.
Treat the verdict as a structured view of texting behavior—not a clinical diagnosis, lie detector or replacement for talking to the other person.
Common questions
Brutal Verdict is designed to recognize many common Hinglish relationship and conversational signals, including Roman-script Hindi mixed with English. Slang and highly regional phrases can still be ambiguous.
No. It reports observable communication patterns such as initiation, response timing, questions, affection and changes over time. These are clues, not proof of somebody's feelings.
Raw chat parsing and statistical analysis run locally in your browser. Optional AI features receive aggregate statistics rather than your raw conversation text.
Use a WhatsApp chat exported without media as a TXT or ZIP file. The analyzer supports common Android and iPhone export formats.
Upload an export. Raw chat messages stay in your browser during local analysis.