Viewers of Real Housewives of Atlanta have just witnessed Mike Hill's tender proposal to his now-fiancee, Cynthia Bailey - but TMZ cameras captured the couple filming in their wedding attire!!

According to the news outlet, seen doing a photoshoot Sunday with Mike Hill outside the J.W. Marriott Essex House Hotel in NYC, where they were rocking pretty standard wedding attire - but the publication feels that the snap could just be for engagement photos... unless they decided to nix their October ceremony and wed sooner.

After much online speculation, PEOPLE confirmed that the couple were taking part in a photoshoot.

"Not to worry, this was merely a photoshoot in preparation for their big day!" Cynthia's agent Nick Roses told them. "Cynthia looked lovely today! Be sure to check out [the magazine] for Mike and Cynthia's full photoshoot, coming soon."

Cynthia and Mike got engaged in July after dating for 14 months.