I agree with Alex Bosworth and I have pointed this out about one year ago when I have filed an issue about the strategy used by the LND autopilot which basically looks for nodes with a high channel count. This is one of the reasons why I have created a standalone autopilot and provided an integration for c-lightning.
There are several kind of information we can look at (my autopilot currently only looks at the first ones):
- Network topology:
- How can I increase my centrality (e.g. by connecting to central nodes)
- How can I increase my probability to have well funded routes by connecting to points where a lot of liquidity is floating around
- Improve the network topology by increasing the amount of triangles
- Geography: It is likely that you pay to services where you live and therefor you might want to connect to nodes that have a similar geoip as yours.
- Node Provenance / properties:
- age of Node (seen by oldest channels)
- age of channels (seen by the blockheight of funding transactions)
- uptime of the node (can be tracked via the gossip messages and the gossip store)
- Routing fees of the node
- Reliability of the node to forward payments (can be tracked by doing fake 1 satoshi payments to yourself over different routes)
most of the stuff that I mentioned here has been taken from my blog article about autopilots. In general I hope that better autopilots will emerge because I think this problem will be hard to decide by humans without investing a lot of time.
Finally another strategy could be to create routing tables in a similar way as the border gateway protocol does on top of IP. In that case nodes would share partial information about the channel balance so that we would have a better overview of where liquidity is missing.