The former glamour model posted a picture of herself cuddling her boyfriend Kris Boyson alongside the caption: “If only people knew what we know.”
Fans were quick to assume the post was a hint that she is “preggers again” while others asked if she has tied the knot with Boyson.
One wrote: “If you’re pregnant I actually think that’s lovely. Ignore the haters, babies are a blessing.”
Another asked: “Did you get married or baby on the way?”
A third posted praying hands, hearts and baby face emojis alongside the words: “Ahhh I hope you’re pregnant again.”
Others simply encouraged her to enjoy her life in as private a way as possible, with one commenting: “No one needs to know everything... enjoy your precious moments privately.”
Another wrote: “Do what you gotta do gal!”
Price recently opened up about expanding her brood, telling Holly Willoughby and Phillip Schofield that she is looking into adopting a Nigerian orphan.
“I’ve always said I wanted to adopt a child,” she said. “I don’t care if they’ve got disabilities or AIDS. I want to offer them a place.
“I still want my own kids don’t get me wrong. I’d love more. But if I can offer a place there are enough rooms in the house. Eleven bedrooms – there are too many to fill.”
Price already has son Harvey, 16, with ex-footballer Dwight Yorke, Junior, 13, and Princess, 11, with ex-husband Peter Andre and Jett, five, and Bunny, four, with Kieran Hayler.
She recently revealed she is on good terms with Andre after previously calling him a “hypocrite” and “selfish”.
Apologising for the public outburst she tweeted: “I had a tough year last year! A person stirred trouble with me and Pete which he reacted to protect our children! Yes I said things but I was upset and didn’t mean harm!
“Me and Pete love each other really lol! I’m sorry @MrPeterAndre if I hurt you!”
Andre replied: “Do you know what, I really appreciate you saying that. Thank you.”