Testing potential disclosures for e-cigarette sponsorship on social media

•E-cigarette influencers don’t always disclose their commercial relationships.•Social media users may not recognize unlabeled posts as commercially sponsored.•Users had twice the recognition of the commercial disclosure #ad (vs. #sponsored).•Each second of attention on the hashtag increased the odds of recognition by 22%.