We present electrical resistivity ͑͒ measurements for the intercalation compound Fe x TiSe 2 ͑0 ഛ x Ͻ 0.16͒ over the temperature range from 4.2 to 300 K, and angle-resolved photoemission spectra for x = 0, 0.05, and 0.14 at 50 and 250 K ͑or 280 K͒. At 250 K, TiSe 2 is a semimetal having hole pockets centered at the ⌫ point and electron pockets around the L points of the Brillouin zone. Upon intercalation, Fe-derived flat bands appear just below the Fermi energy, and the Se 4p derived bands forming hole pockets at the ⌫ point are lowered. At 50 K, band folding due to 2a ϫ 2a ϫ 2c superlattice is observed clearly near the L point for the host and x = 0.05, while it vanishes for x = 0.14, consistent with the -T data. The critical concentration for the suppression of the superstructure ͑0.05Ͻ x c ഛ 0.075͒ can be explained reasonably well by the percolation threshold of a two-dimensional-trianglar lattice consisting of seven Ti atoms, which is estimated to 1 / 14 ͑=0.0714͒.