Real estate data is messy. Every MLS has its own schema, its own rules about display, and its own pace of updates. We’re launching narrow so the analysis is sharp — when Swiftlio tells your client a comp is weaker, we want to be right. Once the ITSO cohort is dialled, we’ll add more boards.

No. Swiftlio runs structured analysis against live MLS data — not free-form chat. The AI doesn’t answer "what do you think of this listing?", it produces a defined scorecard (score, verdict, side-by-side, pros/cons) every single time, against real data your client cares about.

The opposite. Every email looks like a personal note from you — your name, your email, your voice, a real intro, a real sign-off, and a sharp analysis in between. Most clients reply to it. Many ask, "Did you write this?" The honest answer is: yes, the front and back. And the middle is the part you’d hire an analyst to do.

The first 14 days are free — full access, no credit card. After that, founding-member pricing kicks in for the first ITSO cohort and is locked in for life. We’ll show you the price before the trial ends so there are no surprises.

For the first cohort, Swiftlio runs independently — you add clients in our app, the emails send from our infrastructure but appear to come from your address. CRM integrations (Follow Up Boss, kvCORE, Wise Agent) are on the roadmap based on cohort demand.

The first cohort is solo agents only — that’s where the workflow gap is biggest and the value is most obvious. Brokerage tier comes next. If you’re a team leader, get on the list and mention it; we’ll keep you in the loop on the team product.

You add your first client (buyer criteria or seller property), and Swiftlio starts continuously scanning the ITSO feed for them. The first matching analysis lands in their inbox in a timely manner once a relevant listing goes live. You get 14 days of full access, no credit card, cancel anytime.