Contextual content optimization

A contextual analysis system, comprising:

• a contextual discovery module, configured to:
• access a first plurality of published sites;
• analyze site content corresponding to each of the first plurality of published sites to identify a plurality of keyword lists, each of the plurality of keyword lists comprising a plurality of keywords corresponding to one of the first plurality of published sites;
• based on the analyzing, determine a plurality of keyword ranks, each keyword rank corresponding to at least one of the keywords in each of the plurality of keyword lists;
• and
• provide the first plurality of published sites and each of the plurality of keyword lists with the keyword rank associated with each of the keywords in the keyword lists, to a contextual index;
• wherein the contextual discovery module utilizes a first set of computing resources, the first set of computing resources utilized by the contextual discovery module optimized to analyze site content;
• and
• wherein the contextual discovery module operates in a first time period when the computing resources are underused;
• a contextual index analysis module, configured to:
• analyze the contextual index;
• and
• based on the analyzing the contextual index:
• identify each of the plurality of keyword lists, and each of the plurality of keyword ranks corresponding to each of the keywords in each of the plurality of keyword lists, corresponding to each of the first plurality of published sites;
• and
• provide the plurality of keyword lists and the plurality of keyword ranks corresponding to each of the first plurality of published sites to the audience analysis module;
• wherein the contextual index analysis module utilizes a second set of computing resources, the second set of computing resources utilized by the contextual index analysis module optimized to analyze the contextual index;
• an audience analysis module, configured to:
• access additional data associated with each of the first plurality of published sites;
• in response to receiving a selection from a user system, analyze, for each of the first plurality of published sites:
• the additional data associated with each of the first plurality of published sites;
• the plurality of keywords associated with each of the first plurality of published sites;
• and
• the associated keyword site ranks corresponding to each of the keywords associated with each of the first plurality of published sites;
• and
• based on the analyzing:
• determine a second plurality of published sites, wherein the first plurality of published sites comprises the second plurality of published sites;
• and
• determine a site audience size, a site audience cost, and a site audience relevance corresponding to each of the second plurality of published sites;
• and
• provide the determined site audience size, site audience cost, and site audience relevance corresponding to each of the second plurality of published sites to the user system;
• wherein the audience analysis module utilizes a third set of computing resources, the third set of computing resources utilized by the audience analysis module are optimized to analyze the additional data, keywords, and keyword ranks;
• wherein the audience analysis module operates in a second time period, the second time period different than the first time period, wherein the second time period is a time period when the user is active;
• and
• wherein the third set of computing resources is a different set of computing resources than the first set of computing resources;
• and
• the user system, the user system configured to:
• receive the selection;
• provide the selection to the audience analysis system;
• and
• receive the determined site audience size, site audience cost, and site audience relevance corresponding to each of the second plurality of published sites;
• wherein the user system comprises a display device, the display device configured to display the determined site audience size, audience cost, and audience relevance corresponding to each of the second plurality of published sites.