The 1-year and median overall survivals (mOS) of advanced gastroesophageal adenocarcinomas (GEA) are ~50% and <12 months. Baseline spatial and temporal molecular heterogeneity of targetable alterations may be a cause of failure of targeted/immunooncologic therapies. This heterogeneity, coupled with infrequent incidence of some biomarkers, has resulted in stalled therapeutic progress. We hypothesized that a personalized treatment strategy, applied at first diagnosis then serially over up to three treatment lines using monoclonal antibodies combined with optimally-sequenced chemotherapy, could contend with these hurdles. This was tested using a novel clinical expansion platform type-II design with a survival primary endpoint. Of 68 patients by intention-to-treat, 1-year survival was 66% and mOS was 15.7 months, meeting the primary efficacy endpoint (one-sided p=0.0024). First-line response rate (74%), disease control rate (99%), and median progression free survival (8.2 months) were superior to historical controls. The PANGEA strategy led to improved outcomes warranting a larger randomized study. Significance This study highlights excellent outcomes achieved by individually optimizing chemotherapy, biomarker profiling, and matching of targeted therapies at baseline and over time for GEA. Testing a predefined treatment strategy resulted in improved outcomes versus historical controls. Therapeutic resistance observed in correlative analyses suggests that dual targeted inhibition may be beneficial. Research.