Consumer reports has tested multiple fish oil supplements to evaluate their quality. The results of these tests, along with other studies, suggest that some fish oil pills may not be as effective as thought, with one study indicating that fish oil may not protect against dementia. The effectiveness of alternative supplements, such as algae oil, is also being questioned.