Growing supermassive black holes (∼ 10 9 M ) that power the luminous z > 6 quasars from light seeds -the remnants of the first stars -within a Gyr of the Big Bang poses a timing challenge. The formation of massive black hole seeds via direct collapse with initial masses ∼ 10 4 − 10 5 M alleviates this problem. Viable direct collapse black hole (DCBH) formation sites, the satellite halos of star-forming galaxies, merge and acquire stars to produce a new, transient class of high redshift objects, Obese Black hole Galaxies (OBGs). The accretion luminosity outshines that of the stars in OBGs. We predict the multi-wavelength energy output of OBGs and growing Pop III remnants at (z = 9) for standard and slim disk accretion as well as high and low metallicities of the associated stellar population. We derive robust selection criteria for OBGs -a pre-selection to eliminate blue sources followed by color-color cuts (3) and the ratio of X-ray flux to rest-frame optical flux (F X /F 444W >> 1). Our cuts sift out OBGs from other infra-red bright, high and low redshift contaminants. OBGs with predicted M AB < 25 makes them unambiguously detectable by the Mid-Infra-Red Instrument (MIRI), on the upcoming James Webb Space Telescope (JWST). For parameters explored here, growing Pop III remnants with predicted M AB < 30 will likely be undetectable by JWST. We demonstrate that JWST has the power to discriminate initial seeding mechanisms.