Most prompt libraries are generic — hundreds of prompts loosely organized by broad
category, leaving the buyer to figure out which ones actually apply to their specific job. A far
more sellable product is the opposite: a small, tightly curated set of prompts built for
exactly one job title, solving that role’s actual recurring weekly tasks, with nothing
extraneous included.
Why Narrow Beats Comprehensive Here
A generic “500 ChatGPT prompts” product feels valuable at a glance but is actually low-
value in practice — buyers rarely find the specific prompts relevant to their exact job, and
the sheer volume becomes overwhelming rather than useful. A “30 prompts for HR
managers, organized by the actual weekly tasks HR managers do” product is smaller but
dramatically more useful, because every single prompt is immediately relevant and ready to
use without adaptation.
Building the Product
Pick one job title you understand well (either from your own experience or through direct
interviews with 3-5 people in that role). Map out their actual recurring weekly and monthly
tasks — not hypothetical tasks, but what they genuinely do repeatedly. For each task, write
a tested, ready-to-use prompt template, not a generic instruction, but something specific
enough to paste directly into an AI tool and get a genuinely useful first draft with minimal
editing.
What Makes a Prompt “Ready to Use” Rather Than Generic
A ready-to-use prompt template includes placeholder fields for the specific details that
change each time ( [employee name] , [specific policy] , [deadline] ), clear formatting
instructions matched to how the output will actually be used (email-ready, report-ready,
message-ready), and — critically — a brief note on when this particular prompt works well
and when it doesn’t, so buyers develop real judgment rather than blind copy-paste habit.Format and Delivery
A simple, well-organized document (organized by the role’s actual weekly rhythm — Monday
tasks, end-of-month tasks, and so on — rather than alphabetically or by vague category)
works better than a complex digital product for this kind of offer. The organizing principle
matching real work rhythm, rather than generic categorization, is often the single detail that
makes a prompt kit feel genuinely thoughtful rather than assembled quickly.
Pricing
A modest one-time price for a single-role kit works well as a low-commitment first
purchase, with a natural upsell path to a bundle covering multiple related roles (all of HR’s
several functions, for example) at a bundled discount for buyers who find the first kit
genuinely useful.
Finding Buyers
Professional communities and forums specific to the target job title (HR-specific groups,
accounting-specific forums, whatever role you’ve chosen) are far more targeted and
effective than general business audiences, since the pitch — “prompts built specifically for
exactly your job” — is immediately, obviously relevant in a way generic AI content isn’t.
Scaling the Idea
Once one role-specific kit performs well, the same production process (interview people in
a role, map real recurring tasks, build tested templates) can be repeated for additional roles,
building a growing library of narrow, high-relevance kits rather than one broad, shallow
product — each new kit benefits from the credibility and process refinement of the ones
before it.
