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Individual AI skill · AI for SaaS

feature-adoption-tracker

Tracking de adopción de funcionalidades en SaaS: mide qué features usan los clientes, con qué frecuencia, con qué depth, y correlaciona adopción con retention y expansion revenue. Genera reports de feature usage, identifica power users, y detecta usage patterns que predicen churn.

Source content · review pending Source language: EN

Free ZIP · One canonical method · Usage example · Installation guide · Licence notices

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How to ask with this skill installed

Installing the skill gives your AI a method. Your request still has to provide the case-specific facts, constraints and expected output.

1Name the real task

Describe the decision or deliverable, not just the topic.

2Provide the evidence

Add source material, audience, limits and known facts.

3Define done

Set format, quality criteria and checks.

Adaptable starting prompt Replace the brackets with your case

What you need first

Provide:

  1. Product name and feature list
  2. Customer segments (Free/Pro/Enterprise, if applicable)
  3. Time period for analysis
  4. What "adopted" means for this feature (first use? 3 uses? daily use?)
  5. Any known adoption targets or benchmarks
  6. Customer health data (if integrated)

Mistakes to avoid

  • Tracking vanity metrics: "Page views" or "logins" ≠ real adoption. Track actual feature usage
  • Not segmenting by plan: Free users have different behavior than Enterprise — don't aggregate
  • Ignoring time-to-first-use: If users don't activate within 7 days, they never will (likely churn)
  • No correlation analysis: Track if feature adoption predicts retention, not just usage
  • Over-instrumenting: Don't track every micro-action — focus on features that matter to retention

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AI for SaaS

This skill plus the other methods selected for this professional area.

Same method, different setup

Where will you use it?

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Catalogue path
skills/verticals/saas/skills/feature-adoption-tracker
Ficha origin
Extracted from SKILL.md
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