I kept trying to get an AI assistant to pull together everything I needed on a ticker — price structure, filings, sector, macro — and synthesize it into one forward-looking read. It sort of worked. But running it through a chat window every time was exhausting, and I'd burn through token limits before getting anywhere useful. The idea was right. The delivery was wrong. So it became a product instead of a workflow. That's what TwiceOver does now. Connect your brokerage read-only and it reads the positions you actually hold. Or hand it any US-listed ticker with no account at all. Either way it pulls every layer against the ticker — price & levels (support, resistance, Fibonacci), fundamentals straight from filings, sector, and macro regime, plus the licensed news wire and curated market voices on Core — and returns one synthesized read rather than a stack of panels you reconcile yourself. What it never does is tell you what to do. Every path comes with its full math. You decide. Three things we care about under the hood: Read-only by construction. The broker client has no trading method on it at all. Placing an order isn't switched off — it's absent from the transport. The money math is deterministic and test-covered against a hand-checked corpus. The model writes prose over those numbers. A gate withholds the read if a price-like figure appears that the pipeline never supplied. Directive language is caught the same way. "Strong buy" in the output withholds the read instead of serving it. The free read needs no account, no card, no broker connection. US residents at launch. Two layers — the licensed wire and market voices — are Core-tier, and labelled in-app when they're not in a read. We'd like to hear where it's thin. Feature availability varies by plan — see twiceover.io/pricing. TwiceOver is informational and educational software, not investment advice.

TwiceOver

A second look at the positions you already hold.

A second look at the positions you already hold.