Background Heart failure (HF) is a global health challenge, with significant rates of hospitalization and mortality. Timely diagnosis is crucial for patient outcomes. Noninvasive imaging techniques assess early changes in HF but typically focus on specific aspects of the left atrium (LA) or left ventricle (LV). However, the close physiological interplay between the LA and LV suggests that indices evaluating both chambers, like the left atrioventricular coupling index (LACI), may offer superior diagnosis value for HF. Method This cross-sectional study involved 160 patients categorized into patient and healthy control groups. The patient group consisted of 60 adults meeting the criteria for HF diagnosis according to the 2022 AHA/ACC/HFSA Guideline. Results LACI levels were significantly higher in the HF group compared to the control group. Notably, LACI levels were higher in the HF with preserved ejection fraction (HFpEF) group than in the HF with reduced ejection fraction (HFrEF) group. The LACI showed a diagnostic value for HFpEF, with the highest AUC of 0.95 (95% CI: 0.921 - 0.981, p<0.001) compared to LASr, LAScd, and LAVI, with an optimal threshold of 33.07 (sensitivity: 97.1%, specificity: 87.3%). In multivariate analysis, LACI was an independent factor of HFpEF when compared to standard indices for diagnosing HFpEF (OR = 1.144, 95% CI: 1.087–1.205, p<0.001). Conclusion HF patients display increased LACI variability compared to healthy individuals, with the most significant increase observed in the HFpEF group. The LACI is an easily assessable parameter with potential value in diagnosing HFpEF. HFpEF, heart failure with preserved ejection fraction; LACI, left atrioventricular coupling index; LAVI, left atrial volume index, LASr, left atrial reservoir strain, LV GLS, left ventricular global longitudinal strain; LV EF, left ventricular ejection fraction; LAEDV, left atrial end-diastolic volume; LVEDV, left ventricular end-diastolic volume.