market-competitive-prior-art-survey

Survey the competitive market landscape and produce schema-validated competitor registers with dated evidence.

1|1|Updated May 24, 2026
One-click install
npx skills add https://github.com/bm629/agent-skills --skill market-competitive-prior-art-survey-bm629
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: market-competitive-prior-art-survey
Source: https://github.com/bm629/agent-skills/tree/main/skills/market-competitive-prior-art-survey
Command: npx skills add https://github.com/bm629/agent-skills --skill market-competitive-prior-art-survey-bm629

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Before building a product, teams need a competitor set they can trust — one where gaps are visible, evidence is attributed, and a claim of "no competitor exists" is backed by the queries that actually ran. This Skill replaces ad-hoc market research with a reproducible, schema-governed survey workflow. ## Core Features & Use Cases - Market vocabulary map: Derives a five-axis search protocol (category, capability, job-to-be-done, audience, seed products) with typed term expansions, negative terms, and per-angle applicability verdicts. - Angle-based search execution: Runs one named search angle (alternatives directories, review corpora, app stores, package registries, funding records, product graveyards, developer discussion) with verbatim query logging and honest cell statuses. - Competitor extraction and synthesis: Deep-reads individual products into dated records covering pricing, lifecycle, reception, and capability overlap, then synthesizes a competitor register and seven-section report. - Use Case: Before writing a PRD for a new developer tool, run this Skill to enumerate direct and substitute competitors, capture a dated discontinuation as risk evidence, and hand downstream document authoring a validated competitor register. ## Quick Start Use market-competitive-prior-art-survey to build the vocabulary map and run the alternatives-graph angle for my planned team collaboration product.

Frequently Asked Questions about market-competitive-prior-art-survey

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a competitive landscape analysis before building a product?

Start by deriving a market vocabulary map across five axes — category, capability, job-to-be-done, audience, and seed products — then execute search angles against directories, review sites, and registries. Each artifact is validated against a JSON Schema so coverage gaps stay visible.

What sources does this market research workflow cover?

It covers alternatives directories like OpenAlternative and AlternativeTo, the Capterra review corpus, app store APIs, npm and PyPI download stats, Wikidata and SEC EDGAR for corporate status, product graveyards, and Hacker News discussion. Sources excluded by their terms, like G2, are recorded as excluded.

How does the survey distinguish no competitors from a failed search?

Every search cell records its status: reached cells carry returned and kept counts, while failures are typed as unreachable, rate-limited, or forbidden-by-terms with a cause. A zero-hit cell is a receipt that the search ran, never a laundered failure.

Can I use this for competitor pricing and funding research?

Yes. Extraction records capture pricing model, reception ratings with denominators, adoption signals, and corporate ownership, each with a required as_of date. Dead competitors are recorded with a dated discontinuation and evidence URL as first-class risk evidence.

When should I not use this market survey skill?

Do not use it for UI and interaction conventions, published user research, borrowable open-source implementations, or regulatory posture — each of those is a separate survey type. Judging a finished artifact belongs to the companion reviewing skill, not this one.