Identifying a good transgenic event from the pool of putative transgenics is crucial for further characterization. In transgenic plants, the transgene can integrate in either single or multiple locations by disrupting the endogenes and/or in heterochromatin regions causing the positional effect. Apart from this, to protect the unauthorized use of transgenic plants, the signature of transgene integration for every commercial transgenic event needs to be characterized. Here we show an affinity-based genome walking method, named locus-finding (LF) PCR (polymerase chain reaction), to determine the transgene flanking sequences of rice plants transformed by Agrobacterium tumefaciens. LF PCR includes a primary PCR by a degenerated primer and transfer DNA (T-DNA)-specific primer, a nested PCR, and a method of enriching the desired amplicons by using a biotin-tagged primer that is complementary to the T-DNA. This enrichment technique separates the single strands of desired amplicons from the off-target amplicons, reducing the template complexity by several orders of magnitude. We analyzed eight transgenic rice plants and found the transgene integration loci in three different chromosomes. The characteristic illegitimate recombination of the Agrobacterium sp. was also observed from the sequenced integration loci. We believe that the LF PCR should be an indispensable technique in transgenic analysis.