Ask something hard.

The thing you were going to Google.

Moodlight is a real-time cultural reasoning engine built to know what’s moving before anyone else. Generic LLMs answer from stale memory. Moodlight measures live conversations every hour, and only then lets the model write.

Wired for what’s next.

Emotion, measured.

Every tracked story and post is scored for emotion before anyone asks a question. Not sentiment. Emotion. The difference between a brand people admire and one they’ve simply stopped arguing about.

Direction, not volume.

Moodlight tracks how fast a conversation is moving, how many brands are already in it, and how much room is left. Size says where the crowd is. Pace says where it is going. The difference between a category everyone has entered and one nobody has noticed yet.

Judgement, built in.

Every read answers two things before it ships: is that the true problem, and what would make it wrong. Almost no strategy ever faces the second question. The difference between holding an opinion and taking a position.

Moodlight plugs into Claude, Claude Code, and Cursor as a connector. Same measurement, same judgment, all 32 agents, in the middle of your own work. Add it in two minutes.

Now inside the AI you already use.

Every call Moodlight makes is recorded, dated, and checked against what actually happened. Including the ones we get wrong.

What Moodlight predicted. What actually happened.

The Proof Library

Brief one. Or chain the bench.

The Marketplace

Intelligence at the speed of culture with the discipline of craft.