Research
AFS’s clients say that this is one of the areas we excel in.
This is the type of research we do which is careful and painstaking. No other agency comes close.
- Data mining for search terms can be used to uncover patterns in search terms but it is an art (played interactively) to develop a full set of search terms that will actually trigger the display of a paid search advert. The mining process will be ineffective if the samples are not a good representation of the larger body of data. Data mining cannot discover patterns that may be present in the larger body of data if those patterns are not present in the sample being "mined". Inability to find patterns may become a cause for some disputes between customers and service providers. Therefore, data mining is not foolproof but may be useful if sufficiently representative data samples are collected. AFS, so far, has never let a customer down. In fact, we tend to find more relevant keywords and search terms than anyone else – by far.
- The related terms data dredging, data fishing and data snooping refer to the use of data mining techniques to sample sizes that are (or may be) too small for statistical inferences to be made about the validity of any patterns discovered. Data dredging may, however, be used to develop new hypotheses, which must then be validated with sufficiently large sample sets. In certain circumstances, this can become relevant.
- Volume, cost-per-click/impression/action versus position within Google and likelihood of conversion
- AFS’s unique ‘wind-tunnel’ tests. Scale models and high search volume is exactly what this is about and provides important and valuable information. This is typified by a small number of keywords with high search volumes.
- AFS has a unique process, which we call ‘toe-in-the-water’ tests. This is similar to the well-known jargon of ‘suck it and see’. This is the process of conducting ‘live’ small-scale experiments in search engines (e.g. Google) to verify volumes, at different quality cost-per-click levels, different positions and so on. Feedback as to keyword quality and Google’s internal quality measurements are important. This type of test is typified by a larger set of keywords and search terms and a smaller search volume (by restricting geographical area or time displayed).
