The Accuracy Gap

Why generic AI gets the
Florida Keys wrong

ChatGPT and Google confidently answer Florida Keys questions using stale, unverified data. flkeys.app uses 1,247+ verified records, freshness-scored and eval-tested to 96% accuracy.

96% accuracy
1,247+ verified records
100 evaluated scenarios
Question 1
"Is the Postcard Inn still open in Islamorada?"
Generic AI
Wrong

"Yes, the Postcard Inn Beach Resort & Marina is open and accepting reservations. It's a popular waterfront property at MM 84 in Islamorada with rooms, a pool, and beach access."

Why this is wrong
The Postcard Inn no longer exists. It was completely rebuilt after Hurricane Irma and reopened in Fall 2024 as Three Waters Resort & Marina — a full luxury Marriott Tribute Portfolio property with 214 rooms and 9 dining concepts.
The Local — flkeys.app
Correct

"The Postcard Inn no longer exists under that name. The property at MM 84 underwent a complete post-Hurricane Irma rebuild and reopened in Fall 2024 as Three Waters Resort & Marina — Florida's first Tribute Portfolio Resort (Marriott). 214 rooms, 9 dining concepts, 72 marina slips. The Rum Runner cocktail was invented here in 1972."

Question 2
"Is Blue Heaven restaurant open in September?"
Generic AI
Wrong

"Yes, Blue Heaven in Key West is open year-round. It's one of the most popular breakfast and brunch spots on the island, known for its outdoor dining, rooster sightings, and Key lime pie. Hours are typically 8am–10pm daily."

Why this is wrong
Blue Heaven closes for the entire month of September every year. If you plan a September trip to Key West and expect to eat there, you will be turned away at the door.
The Local — flkeys.app
Correct

"Blue Heaven is closed for the entire month of September — this is their annual closure. They reopen in October. If you're visiting Key West in September and want a similar vibe, try Salute on the Beach (MM 1, Higgs Beach) or Pepe's Cafe on Caroline Street. Both are open in September."

Question 3
"Is the Sugarloaf Key bat tower worth visiting?"
Generic AI
Wrong

"Yes, the Sugarloaf Key bat tower is a unique and quirky Florida Keys landmark worth a quick stop. Built in the 1920s, the wooden tower was designed to attract bats to control mosquitoes. It's listed on the National Register of Historic Places and located just off US-1."

Why this is wrong
The Sugarloaf Key bat tower was destroyed by Hurricane Irma in 2017. It no longer exists. Generic AI is confidently directing visitors to a landmark that has been gone for nearly a decade.
The Local — flkeys.app
Correct

"The Sugarloaf Key bat tower was destroyed by Hurricane Irma in September 2017 and has not been rebuilt. It no longer exists at the site. If you're looking for a quirky Lower Keys stop, the No Name Pub on Big Pine Key (MM 30) is the real local landmark worth the detour — cash only, great pizza, dollar bills covering every surface since 1936."

The difference is verified data
flkeys.app maintains 1,247+ freshness-scored, confidence-rated records updated continuously by our Raccoon Intelligence system. No hallucinations. No stale data.
Accuracy verified across 100 evaluated scenarios · June 2026 · flkeys.app