"We had no idea we had been mentioned until (Mayor) Annette Main called by," she said.
She said they were thrilled with the recognition because "we have customers who are very passionate about our eggs benedict".
The dish has been the biggest seller in the cafe ever since she and her brother Derek Allomes opened for business in 2002.
Mr Allomes is currently working as a chef aboard a super yacht in the Mediterranean.
"We've had people in here who say they travel the world tasting eggs benedict and we've often been told by customers that it's the best dish they've ever had," Ms Falk said.
The key to its popularity is consistency; it's the same every time.
"In terms of taste it's probably a combination of things. We put it together on a muffin with capsicum coulis, pesto and streaky bacon. The capsicum and pesto cuts through the buttery flavour of the hollandaise which sometimes can be a bit bland."
And the cafe uses fresh products from local suppliers.
"We loaded this news on Facebook the other night and within an hour we'd had responses from around the world. It was great," she said.
Ms Falk said this recognition was what she and her brother had set as a goal when they opened Cracked Pepper.
She said it's been hard work "and there's no money tree" but she wouldn't have it any other way.
And the Lonely Planet recognition cannot be underestimated. More than 70 million people visit lonelyplanet.com every year.
