Guild prices are influenced by how many people are buying them. So when it goes up that means that lot's of others are also buying them, probably making the guild sell out.
For finding other sources of materials:
http://ffxi.somepage.com/
Edit: There is apparently a 'd' in the word influenced. Who knew?