Pp Kdpnichefinder

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KDP Niche Finder — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the kdpnichefinder-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:

   npx -y @mvanhorn/printing-press-library install kdpnichefinder --cli-only

2. Verify: kdpnichefinder-pp-cli --version
3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.6 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

go install github.com/mvanhorn/printing-press-library/library/marketing/kdpnichefinder/cmd/kdpnichefinder-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

KDP Niche Finder is a click-to-browse web tool that shows one curated niche bucket at a time with no history and no export. This CLI mirrors all four buckets into local SQLite so you can rank niches by opportunity across buckets (rank), see which niches are rising or fading since your last refresh (drift), spot books that appear in multiple buckets (dupes), gauge publisher saturation, and export KDP-ready CSVs — all offline and agent-native.

When to Use This CLI

Use this CLI when an agent or power user needs to research Amazon KDP niches programmatically: ranking opportunities across all buckets, tracking niche revenue trends over time, studying publisher competition, or exporting shortlists. It turns KDP Niche Finder's browse-only web UI into a queryable local database.

Anti-triggers

Do not use this CLI for:

• Do not use this CLI to generate book covers or interiors — that is Artistly's generation suite, not this niche tool.
• Do not use it for live Amazon BSR lookups of arbitrary ASINs — it only covers the curated KDP Niche Finder buckets.
• Do not use it for non-US marketplaces — the source data is US-centric.

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Local state that compounds

• rank — Rank niches across all four buckets at once by a composite of estimated revenue, sales, and price.

  Pick this when an agent needs the single best niche by opportunity, not a bucket-by-bucket browse.

  kdpnichefinder-pp-cli rank --max-price 9.99 --sort value --agent

• drift — Show which synced niches are rising or fading in estimated revenue versus an earlier snapshot.

  Pick this for timing decisions (publish now vs skip) that the source tool cannot answer at all.

  kdpnichefinder-pp-cli drift --since 7d --sort rising --agent

• keywords — Tokenize synced book titles and count keyword frequency to surface hot terms for a niche.

  Pick this to seed KDP backend keyword fields from what is actually selling.

  kdpnichefinder-pp-cli keywords --type evergreen --min-count 3 --agent

Cross-bucket analysis

• dupes — Find books that appear in more than one niche bucket (same ASIN) and show which buckets.

  Pick this to spot niches surfacing in multiple buckets, a strong cross-validated signal.

  kdpnichefinder-pp-cli dupes --agent

• saturation — Per bucket, show how concentrated estimated revenue is among publishers (whale vs fragmented).

  Pick this to tell an open niche from one a single publisher already dominates.

  kdpnichefinder-pp-cli saturation --type hidden_gems --agent

• competitors — For a focus book, list same-publisher and same-price-band competitors using the extracted ASIN.

  Pick this to study who else is winning a specific niche before committing to it.

  kdpnichefinder-pp-cli competitors 2584 --agent

Agent-native plumbing

• export — Export title, ASIN, price, estimated sales, and revenue as CSV for KDP backend keyword and cover work.

  Pick this to hand a shortlist off to keyword/cover tooling without retyping titles.

  kdpnichefinder-pp-cli export --csv

Discovery Signals

This CLI was generated with browser-observed traffic context.

• Capture coverage: 60 API entries from 273 total network entries
• Protocols: rest_json (75% confidence), html_scrape (55% confidence)
• Candidate command ideas: create_folders — Derived from observed POST /api/folders traffic.; create_toggle_save — Derived from observed POST /api/books/{book_id}/toggle-save traffic.; list_categories — Derived from observed GET /api/categories traffic.; list_evergreen — Derived from observed GET /app/category/evergreen traffic.; list_folders — Derived from observed GET /api/folders traffic.; list_fresh_money — Derived from observed GET /app/category/fresh_money traffic.; list_hidden_gems — Derived from observed GET /app/category/hidden_gems traffic.; list_high_ticket — Derived from observed GET /app/category/high_ticket traffic.
• Caveats: empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.; empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.

Command Reference

books — Save and unsave niche books

• kdpnichefinder-pp-cli books <book_id> — Toggle save/unsave a book; optionally into a folder

categories — Niche bucket metadata

• kdpnichefinder-pp-cli categories — List niche bucket categories (key, name, description)

folders — Organize saved niches into folders

• kdpnichefinder-pp-cli folders create — Create a folder
• kdpnichefinder-pp-cli folders list — List your folders

niches — Browse curated KDP niche buckets (real Amazon books with estimated sales/revenue)

• kdpnichefinder-pp-cli niches <type> — Browse a niche bucket: evergreen, fresh_money, hidden_gems, or high_ticket

saved — Your saved niche books

• kdpnichefinder-pp-cli saved — List your saved books

user — Authenticated account

• kdpnichefinder-pp-cli user — Show the authenticated user

Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

kdpnichefinder-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.