Let me be clear, I do not believe that any of these services is the answer to ultimately getting hired. They are good to very good research tools, but ultimately networking and interviews are the key tools to getting a job offer.
That said, I will give my thoughts on one of the more popular job search sights, Indeed. Indeed is a job aggregator. It searches many sites and tries to provide a "one stop" to find all of the jobs that fit the search criteria. It has a very good advanced search feature that allows you to create saved job searches and automatic emails to matches, etc. You can sort the results by relevance, although the results that show up sometimes leave me questioning what the system was actually looking for. You can also sort by date, which is helpful if you're running a saved search and just want to view recent postings.
Indeed generally takes you to the recruiting organization website to do the actual job application. This is good because the data on responses to applications through third-party websites is not good. Applications done directly on the recruiting organization website have a somewhat better response rate.
Overall, I like Indeed but it is less targeted and massive in the data that it can provide. The less targeted something is, the more of a "roulette wheel" effect and the less likely you will get a positive response.
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