Janie and Jack — a children's apparel brand — sits at the top of Ann Taylor's similarity graph at 0.92, edging out a casual dining chain and two fellow women's apparel labels. That cross-category pairing sets the tone for what follows: a broad neighbor set that spans apparel, dining, fitness, home goods, and personal services, with no single subcategory dominating.

The shape is broad. Among the top 10, apparel is the most represented category, but the subcategories scatter: Chico's (0.90) and White House Black Market (0.90) are the only two neighbors sharing Ann Taylor's own Womens Apparel subcategory. P.F. Chang's China Bistro (0.92) is the second-closest neighbor overall — a Casual Dining entry that outranks every apparel brand except Janie and Jack. The North Face (0.89) represents Outdoor and Athletic Apparel, while CycleBar (0.88) brings in Fitness Centers and Gyms. J. Crew Factory (0.88), Roosters (0.87), Banana Republic (0.87), and Ralph Lauren (0.87) round out the ten, spanning General Apparel and Hair Salons — a notably varied mix for a women's clothing brand.

The pattern across the top 10 is an audience that overlaps broadly with mid-to-upscale retail, dining, and wellness — not one that clusters tightly around a single category peer.