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thesis-market-mapping

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Thesis market mapping

When to use

Use this skill when you need to:

  • Build an internal point of view on a sector (new thesis or coverage refresh)
  • Produce a market map (companies + segmentation) that drives sourcing and diligence
  • Turn "interesting" into "actionable" (who to meet, what to ignore, what to bet)

Inputs you should request (only if missing)

  • Sector / theme and a tight wedge to start with (e.g., "AI eval tooling for regulated industries")
  • Stage focus (pre-seed/seed/A/B+) and check size range
  • Any existing notes, prior memos, or firm theses
  • Time horizon (what "now" means: 6, 12, 24 months)

Outputs you must produce

  1. Market map database (CSV/Sheet-style, not prose)
  2. Thesis one-pager (max ~1 page) with falsifiable claims
  3. Top 10 force-ranked list with:
    • One-sentence "must be true" per company
    • Wedge hypothesis
    • Why now
    • What would change your mind
  4. Kill criteria (explicit signals that would cause you to abandon the thesis)
  5. Contrarian hypotheses:
    • 3 reasons this thesis is right when others disagree
    • 3 reasons this market might be fake
  6. Sourcing routing (who internally should see what, and why)

Recommended templates:

  • assets/market-map.csv
  • assets/thesis-one-pager.md
  • assets/top-targets.md

Procedure

1) Set the aperture (do this first)

Write a 3-5 line problem statement:

  • Who is the buyer?
  • What job are they trying to get done?
  • What is broken about the current workflow?
  • What changed that makes a new approach possible now?

Then define the wedge:

  • Narrow enough that you can know it better than the internet in 30-60 days.
  • Broad enough that it can expand to a big market if you're right.

2) Create a segmentation taxonomy (avoid "misc")

Create categories that reflect how buyers buy, not just product features. Use 5-9 primary segments max. For each segment, add:

  • ICP / buyer role
  • Budget source (security, IT, product, compliance, etc.)
  • Adoption trigger event (regulatory change, platform shift, cost curve, breach, etc.)
  • "Why now" drivers

3) Populate the market map (treat it like a database)

Fill the table with:

  • Company / product
  • Wedge + ICP
  • Pricing / GTM motion (PLG, sales-led, channel, services-assisted, etc.)
  • Proof of pull (referenceable customers, OSS adoption, hiring, usage signals)
  • Differentiation (one sentence)
  • Switching costs / moat hypothesis
  • Notable risks (one sentence)
  • Investors / financing (if known)
  • Status (meet / watch / pass)

Rules:

  • Keep entries short; you're optimizing for scan speed.
  • Record unknowns explicitly; don't guess.

4) Force-rank and write "must be true" claims

Pick the top 10 companies that matter and write:

  • "This becomes huge if ______ is true."
  • Evidence you have today (links, conversations, data)
  • What would falsify it (what you'd need to see to stop believing)
  • Fastest test to validate or kill (what's the 1-day test?)

Then write 3-7 "must be true" claims for the thesis overall, such as:

  • Buyer behavior ("CISO will fund this from X budget because...")
  • Distribution ("This category will be won by teams with...")
  • Product leverage ("Model improvements reduce cost by...")

5) Write contrarian hypotheses and kill criteria

Contrarian hypotheses (why you might be right when others disagree):

  • 3 reasons this thesis is correct that aren't consensus
  • What do you believe that most investors in the space would disagree with?

Why this market might be fake (steelman the bear case):

  • 3 reasons this market doesn't exist or won't work
  • What would make you abandon this thesis entirely?

Kill criteria (explicit exit conditions):

  • List 3-5 signals that would cause you to stop pursuing this thesis
  • Examples: "If [buyer type] doesn't fund this from [budget], abandon." "If cycle time exceeds X months, abandon."

6) Identify archetypes and failure modes

For each segment, list the 2-4 most common failure modes:

  • "Nice-to-have" that dies in procurement
  • High integration cost with unclear ROI
  • Incumbent bundles it "good enough"
  • Founder misunderstands buyer / cycle time

This becomes your future screening rubric.

7) Convert the map into a sourcing plan

Create a weekly plan:

  • 10 "new names" to investigate
  • 5 outreach targets
  • 3 operator calls (buyer-side truth)
  • 1 deep dive (new sub-segment)

Deliverable: a 10-bullet "what changed this week" update.

Salesforce logging (optional but recommended)

If Salesforce is the system of record, log the map so the firm can route and measure work.

Option A (simple):

  • Create a Salesforce Campaign called Thesis: <topic> (YYYY-MM) and add target companies/people as Campaign Members.

Option B (low-dependency):

  • Create/update Leads for founder contacts and Accounts for companies.
  • Store Thesis=<topic> in a tagging field if you have one; otherwise prepend it to Description.

If you need API workflows, use the salesforce-crm-ops skill.

Examples

  • Input: "Map the AI code review / AI SDLC tooling market for seed deals."
  • Output: market-map.csv with 120 companies, taxonomy, top 10 force-ranked targets with must-be-true + fastest test, 5 falsifiable claims, 3 contrarian hypotheses, 3 bear cases, kill criteria, weekly sourcing plan.

Edge cases

  • If the wedge is too broad: propose 2 narrower wedges and proceed with the one that has the clearest buyer + budget.
  • If you can't find buyers: switch to operator calls (the map is empty without buyer truth).

Source

git clone https://github.com/evalops/open-associate-skills/blob/main/thesis-market-mapping/SKILL.mdView on GitHub

Overview

Build a thesis-driven market map and roadmap to turn sector exploration into actionable diligence. It delivers a structured market-map database, a concise thesis one-pager, a top-target force-ranked list with wedge hypotheses and must-be-true claims, kill criteria, contrarian hypotheses, and clear sourcing routing to guide high-conviction sourcing.

How This Skill Works

Start by writing a concise problem statement and a tight wedge. Build a segmentation taxonomy reflecting how buyers buy (5-9 segments) and populate a market-map database with each entry's wedge, ICP, pricing, differentiation, and risks. Then force-rank the top 10 companies, draft falsifiable must-be-true claims, contrarian hypotheses, kill criteria, and assign internal sourcing routing to convert insights into action.

When to Use It

  • Exploring a new sector or forming a fresh thesis
  • Refreshing coverage on an existing sector or thesis
  • Generating high-conviction sourcing targets and diligence roadmaps
  • Updating segmentation and market map in response to new market signals
  • Generating falsifiable claims and kill criteria to guide decisions

Quick Start

  1. Step 1: Write a 3-5 line aperture problem statement and define a tight wedge
  2. Step 2: Create a 5-9 segment taxonomy and build a market-map database with concise entries
  3. Step 3: Force-rank the top 10 targets, craft must-be-true claims, contrarian hypotheses, kill criteria, and assign sourcing routing

Best Practices

  • Start with a crisp aperture and a tight wedge before digging in
  • Define a 5-9 segment taxonomy that reflects how buyers buy, including ICP, budget source, triggers, and why-now
  • Treat the market map as a database and keep entries concise; record unknowns explicitly
  • Force-rank the top 10 targets and craft falsifiable must-be-true claims plus kill criteria
  • Develop contrarian hypotheses and clear internal routing for sourcing and diligence

Example Use Cases

  • AI eval tooling for regulated industries to illustrate wedge and target segmentation
  • Enterprise cyber risk scoring vendors to map market candidates and GTM motions
  • RegTech and compliance workflow optimization for fintech and financial services
  • Supply chain risk analytics and ESG data platforms to prioritize diligence
  • Vertical SaaS security and pricing optimization to define wedge for buyers

Frequently Asked Questions

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