When approaching a competitor analysis, the goal is often more than simply mapping features or comparing pricing. The real challenge lies in understanding how users perceive and interact with competing products — their mental models. Mental models are essentially the frameworks users carry in their minds about how a product should behave. Misalignments between a user's mental model and a product's design can create friction, confusion, or outright frustration.

In practical terms, this means that even if your product technically matches competitors in functionality, it may still fail to feel intuitive. The challenge, then, is to uncover these gaps: which features are easily understood, which require explanation, and where users' expectations diverge from reality. Competitor analysis becomes not just a catalog of features but a lens into the thinking patterns of your user.

The process usually begins with mapping competitors' products against user expectations. I start by exploring key competitors, documenting not only their functionality but also the way users navigate and interact with each feature. Screenshots, flow diagrams, and annotated notes helped capture patterns in labeling, layout, and hierarchy.

Next comes the mental model layer: I question how users might interpret each feature versus how it was actually implemented. Were menu labels consistent with user language? Did the feature flows match the order users expect to complete tasks? Were there areas that seemed intuitive but caused confusion in practice? This step often reveals small but critical mismatcheslike a "save" button buried under a secondary menu or a terminology mismatch that forced users to guess at functionality.

From there, the analysis moves into design implications. For each gap identified, I explore possible improvements. Could navigation be simplified? Could labeling be clearer? Could a common task be surfaced more prominently? By framing these questions in terms of mental models, the focus shifts from what competitors have to what users actually need.

Several insights emerge from such a process. First, small misalignments between mental models and product design can have outsized impacts on usability. Even a seemingly minor label change or navigation tweak can improve clarity and reduce friction. Second, competitor analysis is richest when paired with empathy: the goal isn't just to copy what others are doing, but to understand why their approach works (or doesn't) for users. Finally, mapping mental models helps prioritize design decisions: it highlights where investment will yield the clearest improvement in user experience, rather than chasing features for their own sake.

Ultimately, thinking in terms of mental models transforms competitor analysis from a tactical exercise into a strategic tool. It shifts the focus from features on a spreadsheet to the real-world thought processes of the people using them, guiding design choices that feel intuitive, coherent, and user-centered.