The 8 measured questions are the trunk: real buyer prompts, asked 3× to each of 3 models every month. Around that trunk sits a far larger space of long-tail variants, the same buying question asked by different people under different constraints. This page shows both: the trunk we measure, and the variant space it grows out of.
Madlibs, not magic. Swap the chips and the question rewrites itself. This one template already yields 120 variants: 4 openers × 6 buyer profiles × 5 constraints.
HR & payroll tool for ?
Generated variants are unmeasured until they enter a snapshot. The measured set below is real data.
The buyer profiles in the builder are researched for this market, from the measured prompts, the brands the models recommend, and the answers themselves. Not one generic list reused across categories.
An early-stage US startup. A small US company under 50 people that needs simple payroll, tax filing, and basic benefits without complex HR features.
A fast-scaling tech company. A rapidly growing team that needs HR, IT, and device management unified so onboarding keeps pace with headcount changes.
A company hiring internationally. A team employing workers or contractors across multiple countries that needs global payroll, compliance, and entity-free hiring.
A large enterprise HR team. A big organization standardizing HR across regions that needs security, compliance, workforce planning, and deep integrations at scale.
A small business owner. An owner-operator with a handful of employees who wants cheap, straightforward payroll often tied to existing accounting software.
A mid-size company HR department. A dedicated HR team at a 100-to-500-person firm that needs employee records, PTO, reviews, and reporting in one system.
Solid branches are the 8 prompts in the July 2026 snapshot; each links to its full answer page and carries the brand that won it. Dashed branches are 6 example long-tail variants from the builder above: real question shapes, no data yet.
Measured trunk · 8 prompts · July 2026
Long-tail space · generated, unmeasured
Part of the HR & Payroll snapshot: 72 answers across 8 prompts. Full category ranking · Methodology.