If you want 'AT&T' to be treated as a search word, you're going to need some customised components, because the default parser splits it as two words:
steve@steve@[local] =# select * from ts_parse('default', 'AT&T');
tokid | token
-------+-------
1 | AT
12 | &
1 | T
(3 rows)
steve@steve@[local] =# select * from ts_debug('simple', 'AT&T');
alias | description | token | dictionaries | dictionary | lexemes
-----------+-----------------+-------+--------------+------------+---------
asciiword | Word, all ASCII | AT | {simple} | simple | {at}
blank | Space symbols | & | {} | |
asciiword | Word, all ASCII | T | {simple} | simple | {t}
(3 rows)
As you can see from the documentation for CREATE TEXT PARSER this is not very trivial, as the parser appears to need to be a C function.
You might find this post of someone getting "underscore_word" to be recognised as a single token useful: http://postgresql.1045698.n5.nabble.com/Configuring-Text-Search-parser-td2846645.html
to_tsquery
, such as stemming, synonym grouping and stopword removal. This may mean that some queries will never find a match. – Herpes