My List ♥ ()

Advanced Algorithms Content Analysis Fields

Source Type: Advanced Algorithms

There are some algorithms, like local sensitivity hashes, that use probabilistic or other means to compute field values. In addition, there are some non-LLM models and algorithms for categorization (although these tend to be less useful except for categorizing to very common values like common news topics).

In Content Chimera

Chimera includes a local sensitivity hash probabilistic algorithm (and index) to find near text duplicates. We have also evaluated a variety of other algorithms and models that have not proven effective enough to include in the product.

See Advanced Algorithms fields below. Or show fields for all field types.

Answer some questions to help select fields

If we take the traditional view of a content inventory or audit, we have rows representing each page (so each row has a unique URL) and then we have columns for things like the meta description or crawl depth. These columns are the different fields we have available to us in our content analysis.

①. Define what you are trying to accomplish.

Your content analysis needs to be grounded on your analyze goal.

Examples: Plan Digital Transformation, Test Content Hypothesis, Provide Better Bid.

②. Define your analysis approach.

Size and complexity of your digital presence

Size and complexity of your digital presence should drive your content analysis approach.

My digital presence is:

Use the calculator

Your approach

Content analysis does not necessarily mean opening up a spreadsheet. Before diving in, you should define your basic approach to the analysis.

Examples: Brute Force; Sample, Rules, Repeat; Quick Take.

③. Select fields toward your goal, grounded in your prioritized list of questions you want answered.

Although you can use this database however you like, in general we recommend that you build up a list of fields that will be useful for your analysis. To do so, just click on the heart next to any field name. After you have hearted some fields, you can see an analysis of your list at My List ♥ (at which point you can move to ④. Start iterating on your analysis, starting with the basics).

Has [Problem] ♡

Yes or no, does this piece of content have this specific problem? The actual field name would depend on your situation, such as "Has Wall of Text".

General Usefulness:

Ease of Automation:

Compare with other Quality fields.

Near Text Duplicate ♡

Is there a near text duplicate of the page? If so, what is the URL for that near duplicate.

General Usefulness:

Ease of Automation:

Compare with other Quality fields.

[Problem] Count ♡

How often does the problem happen on the page? This would be a specific issue, so something like "Left Nav Count".

General Usefulness:

Ease of Automation:

Compare with other Quality fields.

[Problem] Example ♡

An example of a problem (on a specific page) you are investigating. This field could be repeated in an analysis, with actual fields like "Table Example" or "Bad Character Encoding Example".

General Usefulness:

Ease of Automation:

Compare with other Quality fields.

Topic ♡

The topic/subject of the content.

General Usefulness:

Ease of Automation:

Compare with other Category fields.

Legend