I am looking for Japanese audiobooks for children. I intend to buy the books. I have seen the audio links threads here but it was nothing like I what I was looking for (audiobooks children's stories) and many links were dead. I tried Amazon too, but failed.

So there aren't any?

There are some here: http://www.febe.jp/search?sg=605

ドラマＣＤ，朗読, ラジオドラマ、青春アドベンチャー、ＦＭシアター, オーディオブック
http://www.febe.jp/
http://www.dlmarket.jp/default.php/manuf...57/sort/6d
http://audio.shosai.ne.jp/
http://www.kotonoha.co.jp/title/listen_index.html
http://www.nichigai.co.jp/yomikata/musashi.html
ニコニコ動画 http://www.nicovideo.jp/
ニコみみ http://www.nicomimi.net/
http://www.jpmp3.com/index.php
http://rutracker.org/forum/viewforum.php?f=525
http://www.verycd.com/
http://ska4ka.com/
http://users.bestweb.net/~siom/martian_mountain/
http://forum.koohii.com/showthread.php?tid=6840