Someone with some more experience will probably chime in on this but from my small involvement in making my own light and doing research, theres a few factors and things you should decide on...
I went with CREE COB's as I got 4 No. CXA3070's at a steal on ebay at £11 each and 4 No. CREE CXB3590 from china for £30 each. Cree LED's are the most expensive but boast to have the best efficiencies etc...you need to make a bit of a decision on cost vs efficiency of your light...BigSm0 on here really rates Citizen Cobs and if i was to make my light again i would probably go with them...they are super cheap but from the information and data BigSm0 has shown me recently they are almost hitting the same efficiencies as Cree...
Obviously they will run a few percent under the Cree efficiencies but for the price its worth living with...i think they might drop from 60-63% to around 57-58% or something...
Then you have driver selection, where you have 2 options really...you could go with cheap, individual drivers that can run the correct voltage and current you want, so for each COB you will have a driver. So for 8 COB's you will need 8 Drivers...the positive to this is on ebay you can get drivers for around £2 each....the downside is loads of wiring and drivers that will need to be mounted somewhere...
The other option is to use one or two larger drivers such as Meanwells HLG drivers which you can connect multiple cobs to...you will need to determine how many COB's you want to run and at what current to calculate the size of driver required...BigSm0 just put up a thread which explains driver sizing and wiring which is worth checking out, also growmau5 on youtube (think thats his username)...hes got some good videos explaining a lot....
You then have other factors such as spectrum of the COBs light output...most go with 3500K but I went for a mixture of 3500K and 4000K...the lower the spectrum number the output leans more towards the longer wavelength spectrum (reds, oranges etc) and the higher the number 5-6000K leans towards more blues/greens etc...
Other items to consider are heatsinks, holders, reflectors etc...heatsinks are fairly important and you need to decide whether to go passive or active...I went with active cooled heatsinks which were just CPU heatsinks and fans...they work well but became a pain in the arse to drill and attach to a frame...again if I was to do it again I would purchase a large flat heatsink (plenty on ebay etc) and mount all my COB's to that...reflectors, holders etc you will find out more about after watching some youtube videos etc
