For my needs I recently created - Best Popular Picture Books on Goodreads with pretty limited criteria - that is 5000 ratings and shelved at least 500 times as "picture book". Sure it won't be as long as this list - and if people ever start voting on it, I'll probably end up doing a lot of deletion. But it will always be a good starting place for picture books.

As many parents and children know, bedtime is not usually a child’s favorite time of day. In this delightful tale of a dinosaur at bedtime, there is every excuse not to go to bed, every reaction that most parents have been given by their children at one time or another when bedtime rolls around, and it’s all done in a humorous and silly way. Human moms and dads, trying to put their huge dinosaur children to bed make this story one that will give you and your children lots of laughs, and bring home the point of making bedtime easier and more loving. Hugs and kisses, and saying a happy ‘goodnight’ wins out, even with dinosaurs.
Graeme Base brings storytelling to a whole new level with puzzles made out of illustrated animals and different layers used to create illustrations that will draw the eye to find all the hidden treasures. This is like no other children’s alphabet story, and it will amuse and entertain anyone from age 2 to 102. Colorful, exciting, and entertaining, the detail is a virtual eye feast. Each page of detailed puzzles is matched to a letter of the alphabet and will encourage the reader to take their time finding all that is hiding within the pictures. Fun to share and even more fun to enjoy alone, this is one story that will keep you coming back.
Cassie Louise Lightfoot wishes to freely go wherever she wants in life, and one night, on the tar roof of her Harlem apartment building, her dream comes true. She flies over Manhattan and claims the buildings as her own, imagining a different future for her and her family. A story of courage and hope, Tar Beach melds African American history with young literature.
Mattick provides a lovely and intimate account of how her great-grandfather Harry Colebourn, a Canadian veterinarian during WWI, acquired and cared for the bear that would inspire Winnie-the-Pooh. Playfulness and tenderness go hand in hand in both text and art, as Mattick and Blackall reveal the real-life backstory behind one of the most beloved characters in children's literature.
An alphabet story that is amusing and funny with a twist that is sure to bring laughs, this is one little story that you will never tire of reading with your little ones. As each little letter (lower case) invites another to the top of the coconut tree, and each next letter follows along, the tree ends up getting heavier and heavier, and finally results in the tree being bent. That is, until all the letters are shaken off as the tree snaps back to standing tall, and they are tossed in a heap underneath. Charming and delightful, this is one tale to share time and time again.
Oh, Harry! He hates baths so much that he’s willing to run away from his beloved family for a romp through construction sites and coal chutes until he’s no longer a white dog with black spots, but a black dog with white spots. When Harry finds himself unrecognizable to his loved ones, he learns that being clean might not be so bad after all. A book that will make anyone sit up and beg for another reading.
For a parent, in today’s quick world, a nice bedtime story is an excellent way of building a bond with their young ones. In fact, you can push your child to predict the end, to suggest alternate endings, to describe the character and summarize the tale at the end. This will help their memory and creative thinking. Here are some popular bedtime stories –
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