# SEO-AEO meta description generator Human Guide

## What This Is For
Writes 3 title tag variants and 3 meta description variants per page with SERP preview, OG tags, and Twitter Card tags. It gives the agent a clearer input/output frame for search and SEO workflows: what context to ask for, what decisions to make, and what usable artifact to return.

Use this as a human-readable version of the SEO-AEO meta description generator agent skill. It is meant for marketers, operators, founders, and other non-coders who want the workflow without reading agent-specific implementation instructions.

## When To Use This
- Use this when you need a repeatable process for SEO-AEO meta description generator.
- Use this when the task needs judgment, examples, constraints, or a clear output format rather than a one-off prompt.
- Use this when you want to hand an AI assistant enough context to produce a usable marketing artifact.

## When Not To Use This
- Do not use this when you only need a quick factual answer.
- Do not use this when the work depends on private data you cannot share with the assistant.
- Do not use this as a replacement for legal, compliance, financial, or medical review.

## What You Need Before Starting
- The goal or business outcome you want.
- The audience, customer segment, or market context.
- Any source material the assistant should respect, such as notes, briefs, examples, URLs, or brand guidance.
- Constraints such as tone, length, channel, deadline, region, or approval requirements.
- A clear definition of what a good final answer should look like.

## Step-By-Step Workflow
1. State the job clearly: "Use the SEO-AEO meta description generator guide to help me with..."
2. Add context: audience, goal, offer, channel, source material, and constraints.
3. Ask the assistant to identify missing inputs before producing the final output.
4. Have the assistant follow the skill-specific guidance below.
5. Review the result against the final checklist and ask for revisions where needed.

## Skill-Specific Guidance
- Use when a page needs a title tag and meta description written or optimised
- Use when preparing social sharing tags for LinkedIn, X, or WhatsApp
- Use when A/B testing CTR on search results
- Use after the landing-page-writer or blog-writer skill completes
- **V1 Benefit Lead** — leads with the outcome or benefit
- **V2 Question Hook** — opens with the question the searcher is asking
- **V3 Social Proof / Specificity** — leads with a number, stat, or specific claim
- Title tag: 50–60 characters (hard limit: 60)
- Meta description: 140–155 characters (hard limit: 160)
- Never end a description mid-sentence near the limit
- Primary keyword in first 3 words of every title variant
- Primary keyword in first half of every description variant

## Decision Points And Nuance
The original skill emphasizes: Overview, When to Use This Skill, How It Works, Step 1: Identify CTR Angle Per Variant, Step 2: Apply Character Limits, Step 3: Apply CTR Rules, Step 4: Write Social Tags, Examples, Example 1: Landing Page Variants, Best Practices.

Use these questions to steer the work:
- What is the intended audience or buyer?
- What source material must be preserved?
- What should the assistant optimize for: clarity, persuasion, accuracy, speed, creativity, or conversion?
- What examples represent the desired quality bar?
- What should the assistant avoid?

## Common Mistakes
- Never end a description mid-sentence near the limit
- Never use "click here", passive openers, or all-caps
- ❌ **Don't:** Use the same exact-match anchor or keyword more than once per description
- ❌ **Don't:** Copy-paste the meta description into the OG description
- ❌ **Don't:** Let any description end mid-sentence near the character limit
- **Solution:** Each variant must use a genuinely different CTR mechanic — not just rearranged words.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

## Copy-And-Paste Prompt
```text
Use the SEO-AEO meta description generator human guide.

My goal:
[Describe the business outcome]

Audience:
[Describe who this is for]

Context and source material:
[Paste notes, examples, links, or existing copy]

Constraints:
[Tone, length, channel, timeline, must-include items, must-avoid items]

Before producing the final output, ask me for any missing information that would materially improve the result.
```

## Final Checklist
- [ ] The output matches the original goal.
- [ ] The audience and context are reflected in the answer.
- [ ] Important constraints and source material were preserved.
- [ ] The assistant made the relevant decisions explicit.
- [ ] The final artifact is ready to use, review, or hand to the next person.

## Source
This guide was generated from the sickn33/agentic-awesome-skills skill entry for `seo-aeo-meta-description-generator`.

## Source Skill Notes
These notes preserve the nuance from the original skill. Use them as supporting reference when the workflow above feels too generic.

# SEO-AEO Meta Description Generator

## Overview

Produces 3 title tag variants and 3 meta description variants for any page, each using a different CTR mechanic (benefit lead, question hook, social proof). Also generates Open Graph and Twitter Card tags. Includes a SERP preview block and a variant comparison table with a recommended selection.

Part of the [SEO-AEO Engine](https://github.com/mrprewsh/seo-aeo-engine).

## When to Use This Skill

- Use when a page needs a title tag and meta description written or optimised
- Use when preparing social sharing tags for LinkedIn, X, or WhatsApp
- Use when A/B testing CTR on search results
- Use after the landing-page-writer or blog-writer skill completes

## How It Works

### Step 1: Identify CTR Angle Per Variant
- **V1 Benefit Lead** — leads with the outcome or benefit
- **V2 Question Hook** — opens with the question the searcher is asking
- **V3 Social Proof / Specificity** — leads with a number, stat, or specific claim

### Step 2: Apply Character Limits
- Title tag: 50–60 characters (hard limit: 60)
- Meta description: 140–155 characters (hard limit: 160)
- Never end a description mid-sentence near the limit

### Step 3: Apply CTR Rules
- Primary keyword in first 3 words of every title variant
- Primary keyword in first half of every description variant
- At least one power word per description
- Every description ends with a CTA verb
- Never use "click here", passive openers, or all-caps

### Step 4: Write Social Tags
OG and Twitter tags can be more conversational than SERP tags. Write them as distinct copy — not copy-pastes of the meta description.

## Examples

### Example 1: Landing Page Variants
Title V1: Remote Project Management Software | Syncro
(51 chars) — Keyword first, brand at end
Title V2: Manage Remote Teams Without the Chaos | Syncro
(54 chars) — Pain-point led with power word
Description V1 (Benefit Lead):
Ship faster with your distributed team. Syncro centralises
tasks, async updates, and sprints in one tool. Start free today.
(141 chars) ✅
Description V2 (Question Hook):
Struggling to keep your remote team aligned? Syncro replaces
scattered tools with one async-first workspace. Try it free.
(140 chars) ✅

## Best Practices

- ✅ **Do:** Write 3 variants — always give the user options to test
- ✅ **Do:** Keep OG and Twitter descriptions more conversational than SERP versions
- ✅ **Do:** Verify character count on every variant before outputting
- ❌ **Don't:** Use the same exact-match anchor or keyword more than once per description
- ❌ **Don't:** Copy-paste the meta description into the OG description
- ❌ **Don't:** Let any description end mid-sentence near the character limit

## Common Pitfalls

- **Problem:** Description truncates mid-word in search results
  **Solution:** Always trim a clause rather than letting natural truncation cut the sentence.

- **Problem:** All 3 variants sound identical
  **Solution:** Each variant must use a genuinely different CTR mechanic — not just rearranged words.

## Related Skills

- `@seo-aeo-landing-page-writer` — provides the page content this skill writes tags for
- `@seo-aeo-content-quality-auditor` — verifies meta elements as part of the full audit

## Additional Resources

- [SEO-AEO Engine Repository](https://github.com/mrprewsh/seo-aeo-engine)
- [Full Meta Description Generator SKILL.md](https://github.com/mrprewsh/seo-aeo-engine/blob/main/.agent/skills/meta-description-generator/SKILL.md)