Dear Katherine,
thanks for your interest in using our tool DeNovoGUI. Actually having no information about a reference organism is still a very difficult problem. There are approaches to use de novo sequences by using BLAST or other mapping tools to see whether you can find any (at least far related) organism hits. Besides BLASTing from DeNovoGUI directly, the tool PepExplorer might come handy. It applies pattern recognition approaches when mapping de novo sequencing data against sequences from homologous organisms, see here the paper:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4159663/
Here is a more tutorial-like protocol for using the tool:
https://www.ncbi.nlm.nih.gov/pubmed/26334921
I never tried it myself... but if you succeed with it, it would be very helpful for us (so you could let us know about it and we can recommend it to more people then...).
Good success, best regards,
Thilo Muth