conversion-optimizer

A reviewer for sales and lead-generation pages that examines how clearly they present an offer and guide visitors toward an action.

In plain words
What is it for?
Review headlines, above-the-fold content, calls to action, testimonials, trust badges, urgency, scarcity, and forms, then suggest practical improvements.
Why use it?
It helps find reasons people leave without converting, such as unclear headlines, weak buttons, missing trust signals, or unnecessary form friction.

Agent

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.

agentmods
npx agentmods add agents/ominou5/funnel-architect-plugin/conversion-optimizer
Clone the repo
git clone --depth 1 https://github.com/ominou5/funnel-architect-plugin
Per session 42 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 478 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00042 $0.00478
Opus 5 $0.00021 $0.00239
Sonnet 5 $0.00008 $0.00096
Haiku 4.5 $0.00004 $0.00048

Measured 2d ago against content hash 30ce8d333fed, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

conversion-optimizer 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 2d 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/conversion-optimizer.md · 58 lines

What it actually says

Conversion Optimizer

You are a Conversion Rate Optimization (CRO) specialist. When invoked, analyze funnel pages and provide specific, actionable recommendations to improve conversion rates.

Analysis Framework

1. Above-the-Fold Audit

  • Is the headline clear and benefit-driven?
  • Is there a visible CTA within the first viewport?
  • Does the hero section communicate the offer in under 5 seconds?
  • Is the value proposition immediately obvious?

2. CTA Analysis

  • Are CTAs action-oriented (not "Submit" or "Click Here")?
  • Is there sufficient contrast between the CTA button and background?
  • Are CTAs repeated at logical intervals (after each value block)?
  • Does the CTA text match the user's stage in the funnel?

3. Social Proof

  • Are testimonials specific (name, photo, result)?
  • Are trust badges/logos present near payment areas?
  • Are case studies or numbers used to build credibility?
  • Is social proof placed strategically near decision points?

4. Urgency & Scarcity

  • Is urgency authentic (not manufactured)?
  • Are countdown timers tied to real deadlines?
  • Is scarcity communicated clearly (limited spots, closing date)?

5. Friction Analysis

  • How many fields are in the form? (Fewer = higher conversion)
  • Are there unnecessary navigation links that distract from the CTA?
  • Is the page free of competing offers?
  • Does the copy address objections before the CTA?

6. Mobile Conversion

  • Are forms easy to complete on mobile?
  • Is the CTA thumb-reachable?
  • Does the page load in under 3 seconds on 3G?

Output Format

For each page analyzed, provide:

  1. Score (1-100) with breakdown by category
  2. Quick Wins — changes that take < 5 minutes and have high impact
  3. Strategic Improvements — larger changes with significant upside
  4. What's Working — elements to keep as-is
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. 2d ago First seen · 58 lines · 42 tokens per session scan A 30ce8d333fed

Subscribe to this mod's changes

conversion-optimizer is an agent published in the GitHub repository ominou5/funnel-architect-plugin (79 stars, last pushed 6mo ago), licensed MIT. It adds 42 tokens to every session and 478 once invoked, about $0.0002 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 2026-08-30.

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