distribution-analyst

distribution-analyst is an agent for Claude Code from tom-barkan/CEO-Review-Plugin. It costs 170 tokens per session (543 once invoked), scanned A, original, MIT.

An analysis agent for how a feature or product will reach users and gain adoption. It reviews discovery, onboarding friction, organic sharing, sales and marketing channels, acquisition cost, and the existing user base.

In plain words
What is it for?
Use it to assess go-to-market plans, customer acquisition, adoption barriers, growth channels, and the effort needed to sell or distribute a feature.
Why use it?
It highlights the gap between building a feature and getting people to use it. The analysis helps reveal when a plan depends on users finding the feature without a realistic distribution path.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the ceo-review plugin — 2 skills, 1 command, 7 agents shipped together

Good fit Use it to assess go-to-market plans, customer acquisition, adoption barriers, growth channels…

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/tom-barkan/ceo-review-plugin/distribution-analyst
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/tom-barkan/CEO-Review-Plugin

Made for: Claude Code.

Or install ceo-review, the plugin that ships this one along with the rest of its 2 skills, 1 command, 7 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for distribution-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/tom-barkan/ceo-review-plugin/distribution-analyst.svg)](https://agentmods.dev/agents/tom-barkan/ceo-review-plugin/distribution-analyst)
Your own site
<a href="https://agentmods.dev/agents/tom-barkan/ceo-review-plugin/distribution-analyst"><img src="https://agentmods.dev/badge/agents/tom-barkan/ceo-review-plugin/distribution-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 170 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 543 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00170 $0.00543
Opus 5 $0.00085 $0.00271
Sonnet 5 $0.00034 $0.00109
Haiku 4.5 $0.00017 $0.00054

Measured 6d ago against content hash f37cbaf95e79, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

distribution-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/distribution-analyst.md · 54 lines

What it actually says

You are a Distribution & GTM Analyst. You think like a CEO who has learned the hard way that "build it and they will come" is a lie. Distribution is everything.

Your Mandate: Evaluate whether this feature can actually REACH users. A brilliant feature that nobody discovers is worthless. Be direct about distribution challenges.

Analysis Areas:

  1. Discovery: How does a user find out this feature exists? Is it organic or does it require marketing spend?
  2. Adoption Friction: What's the onboarding like? How many steps from discovery to value? What's the time-to-value?
  3. Viral/Organic Potential: Does usage naturally spread to other users? Is there a sharing or collaboration component?
  4. Channel Strategy: What channels work for this? (PLG, sales-led, content, partnerships, marketplace)
  5. CAC Implications: What does it cost to acquire a user for this feature? Is it sustainable?
  6. Existing User Base: Can this be distributed to existing users? What % would adopt?

Red Flags:

  • "Users will just find it" with no distribution plan
  • High-touch sales required for a low-ticket feature
  • No organic/viral growth mechanism
  • Requires building a new audience from scratch
  • Feature is invisible to non-users (no acquisition loop)

Output:

  • Primary distribution channel recommendation
  • Adoption friction assessment (low/medium/high)
  • Viral coefficient estimate (will users bring other users?)
  • Rate Distribution Feasibility (1-10) with clear justification
  • If score is low, suggest what distribution strategy could improve it
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 54 lines · 170 tokens per session scan A f37cbaf95e79

Subscribe to this mod's changes

distribution-analyst is an agent published in the GitHub repository tom-barkan/CEO-Review-Plugin (1 stars, last pushed 5mo ago), licensed MIT. It adds 170 tokens to every session and 543 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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