The best replacement for long island is new jersey.

The best alternatives to long island are rated as following:
★★★★★  new jersey
★★★★  westchester
★★★★  nyc
★★★★  staten island
★★★  manhattan
★★  queens
★★  baltimore
★  long beach
★  brooklyn
★  amf
★  in long island
★  long island iced tea
★  upstate ny
★  maryland
★  connecticut
★  grateful dead
★  new york city
  rhode island
  long island city
  cape cod
  on long island
  puget
  eleuthera
  texas tea
  daydream island
  jersey shore
  cat island
  north jersey
  james madison
  westchester county

Your alternative for long island is not listed? Suggest!
Speaking about long island, one probably shouldn't forget about towns.

Other search terms related to long island and their ratings are:
★★★★★ towns
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Google Trends

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long island
new jersey
westchester