Planning a first date
Public, easy to leave, easy to talk. Those three things are not a vibe, they are constraints, and they point at a narrower set of places than most date advice suggests. When you tell the planner it is a first date, it changes what it is optimizing for — here is exactly what, and why.
A busy room is a safety signal
Most advice treats a crowd as a downside — harder to talk, harder to get a table. For a first meeting with somebody you do not know yet, it is the opposite. A place with a lot of people in it and a lot of reviews behind it is public, staffed, and easy to leave, and that matters to both people whether or not either says so.
So the planner weights review volume up by 1.6× for a first date, and pushes the target crowd to moderate rather than quiet. It is the one occasion where an empty room is a mark against a place rather than a feature.
Expensive reads as pressure, not generosity
This is the one people get backwards. An expensive first date raises the stakes of an evening whose whole job is to be low-stakes — it implies an investment that has to be justified, and it makes leaving early feel rude. That is the opposite of “easy to leave”.
The planner caps a first date at $$, which in practice is a dinner around $25–40 a head before tip. Not because cheaper is better, but because the second date is where a big night belongs.
What the whole adjustment looks like
These are weights on how the ranking decides, not changes to the night itself. 1.3× on budget means staying inside the cap counts that much more when two places are otherwise close — it does not mean the evening costs more.
| What the ranking cares about | Against an ordinary night |
|---|---|
| How much review volume counts | 1.6× |
| How much the rating counts | 1.1× |
| How much staying in budget counts | 1.3× |
| How much being close counts | 1.2× |
| How much the crowd level counts | 1.4× |
| Most it will spend a head | $$ |
| Crowd it aims for | moderate |
The practical version
- Somewhere you can hear each other, which usually means a bar before its peak rather than after it.
- One stop, with a second one in your pocket. A plan that can end after an hour without anybody having to explain themselves, and can continue if it is going well.
- Public and easy to reach. Both people should be able to get there and leave independently, without depending on the other for a ride.
- Not a film. Two hours of not talking is a strange way to find out whether you like talking to someone.