PM Company Research

SkillAI & models

Build a company research brief focused on product strategy, executive signals, operating model, and market posture.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the PM Company Research skill

What this skill tells your AI

The instructions your AI receives, as published by contextgo/contextgo in src/process/resources/skills/pm-workbench-pack/skills/pm-company-research/SKILL.md and read by ahel’s review.

Use this skill to produce a strategic company brief that is useful to product thinking, not just generic corporate background.

What this skill is trying to learn

The goal is to understand how a company thinks and operates around product:

  • what markets it plays in
  • how leaders describe its direction
  • what product moves it is making
  • how its operating model creates leverage or friction

Use when

  • You need competitor or adjacent-company insight.
  • A strategy discussion needs a sharper external reference point.
  • You are evaluating partnership or market-entry context.
  • You want PM-relevant interview preparation grounded in real company signals.

Do not use when

  • The task is pure financial valuation.
  • You need customer research rather than company analysis.
  • There is not enough source material to make a meaningful brief.

Research failures to avoid

  • copying the About page and calling it analysis
  • over-indexing on marketing copy
  • using stale executive quotes with no date context
  • confusing company aspiration with observed product behavior

Research frame

Cover the company in six layers.

1. Company snapshot

Capture:

  • company
  • product category
  • target customers
  • current business model
  • notable stage or inflection point

2. Executive signals

Look for substantive statements from:

  • CEO or founder
  • product leader
  • business or operating leader

Prefer signals that reveal:

  • strategic focus
  • product philosophy
  • market conviction
  • operating tradeoffs

Always attach source and recency when available.

3. Product posture

Describe:

  • flagship product bets
  • recent launches or capability pushes
  • packaging, pricing, or positioning moves
  • the workflow or user they seem to care about most

4. Operating model clues

Look for evidence about:

  • product and engineering collaboration
  • platform versus feature investment
  • ecosystem strategy
  • enterprise versus self-serve motion

This layer often matters more than surface feature parity.

5. Risks and pressure points

Identify likely constraints:

  • market saturation
  • platform dependence
  • quality or trust issues
  • AI or regulatory pressure
  • segment expansion tension

Make these reasoned observations, not invented facts.

6. Implications for us

Translate the research into product implications:

  • what to learn from them
  • where not to copy them
  • what threat or benchmark they create
  • what follow-up research is still needed

Workflow

Step 1: Set the research objective

Clarify:

  • company
  • why you are researching it
  • top 3-5 strategic questions

Step 2: Gather sources

Use the best available material:

  • company site and launch pages
  • earnings calls or public talks
  • executive interviews and podcasts
  • product blogs and changelogs
  • third-party reporting or case studies

Step 3: Separate signal from packaging

For every important insight, ask:

  • is this a real directional signal or just a brand statement
  • is there a recent concrete move backing the claim
  • what behavior or product choice does this imply

Step 4: Synthesize for PM use

Do not stop at summary. Convert the raw material into a brief that helps with product decisions.

Output format

Return:

1. Research objective

  • company
  • reason for research
  • key questions

2. Company snapshot

  • category
  • customers
  • business model
  • current stage

3. Executive and strategic signals

  • signal
  • source
  • why it matters

4. Product posture

  • main bets
  • recent moves
  • observed product philosophy

5. Operating model observations

  • how the company appears to build, sell, and expand

6. Risks and watchpoints

  • likely constraints or tensions

7. Implications for our product thinking

  • lessons
  • threats
  • follow-up questions

Quality bar

The brief is strong only if:

  • it goes beyond generic company facts
  • it uses recent and meaningful signals where possible
  • it distinguishes public narrative from observed product behavior
  • it ends with implications for product decisions, not just company trivia

Use together with

  • pm-product-strategy when external context should influence strategic choices
  • pm-roadmap-planning when competitor or adjacent-company moves affect timing or sequencing

Signals

GitHub stars
54
Forks
5
Last commit
May 2026
Advanced
Catalog kind
skill
Gateway key
pm-company-research
Source
github.com/contextgo/contextgo