In a project I am working on I have an autocomplete input field on a form which searches in a database of about 200000 documents of potential customers. Read my findings about how to speed up searching http://www.drgcms.org/blog/Damjan%20Rems/how-to-speed-up-querying-for-autocomplete-fields-with-mongodb-2015-11-24