Finding DNA sequences that can strongly adsorb on various nanomaterials is critically important for preparing bioconjugates, biosensors, and drug delivery. Poly‐cytosine (poly‐C) DNA is found to have stronger affinity compared to other DNA sequences of the same length on various nanomaterials ranging from graphene oxide (GO), MoS2, to many metal oxides and phosphates. In this work, the authors aim to understand the reason for such high affinity by varying pH and DNA sequence along with conducting molecular dynamics (MD) simulations using GO as a model surface. Poly‐C DNA adsorbs stronger only at neutral or basic pH, while its adsorption at acidic pH is weaker than other DNA homopolymers. The DNA sequence is further varied by inserting thymine into poly‐C DNA and by varying thymine/cytosine ratios, all confirming that a folded i‐motif structure is detrimental for adsorption. Using MD simulations, the authors reveal that the stronger adsorption of poly‐C DNA at neutral pH is due to more contributions from the phosphate backbone hydrogen bonding with GO surface relating to the flexibility of the DNA. Poly‐C DNA also uses its phosphate backbone to interact with metal oxide and phosphate nanoparticles, and this phosphate backbone interaction can unify all these observations.