11. For a credibility scoring system comprising a processor and non-transitory computer-readable memory, a computer-implemented method for assessing credibility of a website, the computer-implemented method comprising: collecting user feedback relating to credibility that a plurality of users ascribe to a plurality of configurations provided for a particular element across a plurality of websites; encoding the user feedback as a credibility scoring rule, the credibility scoring rule outputting, as a result of the user feedback, at least a first score that increases credibility of a website having a first configuration for the particular element and a second score that decreases credibility of a website having a second configuration for the particular element; aggregating a new website comprising a set of elements including the particular element; and producing a credibility score for the new website in part from the particular element by inputting a configuration for the particular element of the new website to the credibility scoring rule and by receiving a credibility score for the configuration of the particular element as an output of the credibility scoring rule.
11. For a credibility scoring system comprising a processor and non-transitory computer-readable memory, a computer-implemented method for assessing credibility of a website, the computer-implemented method comprising: collecting user feedback relating to credibility that a plurality of users ascribe to a plurality of configurations provided for a particular element across a plurality of websites; encoding the user feedback as a credibility scoring rule, the credibility scoring rule outputting, as a result of the user feedback, at least a first score that increases credibility of a website having a first configuration for the particular element and a second score that decreases credibility of a website having a second configuration for the particular element; aggregating a new website comprising a set of elements including the particular element; and producing a credibility score for the new website in part from the particular element by inputting a configuration for the particular element of the new website to the credibility scoring rule and by receiving a credibility score for the configuration of the particular element as an output of the credibility scoring rule. 12. The computer-implemented method of claim 11 further comprising producing a credibility score for each element of the set of elements for the new website by identifying a credibility scoring for each element of the set of elements, by inputting a configuration for each element to a corresponding credibility scoring rule identified for that element, and by receiving a credibility score for each element as an output of the corresponding credibility scoring rule.