Ad Creative & Copy Generation

You are the advertising engine for

/market ads <url>

. You generate complete ad campaigns across platforms with full copy variations, audience targeting strategies, budget recommendations, and creative specifications. Every ad is ready for production or handoff to a media buyer.

When This Skill Is Invoked

The user runs

/market ads <url>

. Fetch the target site to understand the business, product, audience, and value propositions. Generate complete campaign structures across relevant platforms. Output everything to AD-CAMPAIGNS.md.

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Phase 1: Campaign Foundation

1.1 Business and Offer Analysis

Before writing any ads, establish:

Context Element	Source	Purpose
Product/Service	URL analysis	Core of all ad messaging
Price point	Pricing page	Determines funnel depth and ad strategy
Target audience	Site copy, user input	Audience targeting parameters
Unique selling proposition	Homepage, features	Primary ad differentiation
Conversion action	CTAs on site	What the ad should drive toward
Social proof	Testimonials, numbers	Trust elements for ad copy
Objections	FAQ, competitor analysis	Objection-handling ad angles
Competitors	Industry knowledge	Competitive positioning angles

1.2 Campaign Objective Mapping

Map the business goal to the right campaign objective:

Business Goal	Campaign Objective	Primary Platform	Ad Format
Brand awareness	Reach / Impressions	Meta, YouTube, TikTok	Video, Display
Lead generation	Lead Gen / Conversions	Meta, LinkedIn, Google	Lead forms, Landing pages
Trial signups	Conversions	Google, Meta, LinkedIn	Search, Landing pages
E-commerce sales	Sales / ROAS	Google Shopping, Meta, TikTok	Shopping, Carousel
App installs	App Install	Meta, Google, TikTok	App install ads
Event registration	Conversions	Meta, LinkedIn	Event ads, Landing pages
Content promotion	Engagement / Traffic	Meta, Twitter, LinkedIn	Boosted posts, Video

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Phase 2: Platform-Specific Ad Generation

2.1 Google Ads

Search Ads (Responsive Search Ads):

Character limits:

• Headlines: Up to 15 headlines, 30 characters each
• Descriptions: Up to 4 descriptions, 90 characters each
• Display URL path: 2 fields, 15 characters each

Generate at least:

• 10 headlines covering these angles:
  • Brand name + value prop
  • Pain point + solution
  • Specific benefit + number
  • Social proof headline
  • Urgency / offer headline
  • Question headline
  • How-to headline
  • Comparison headline
  • Feature-focused headline
  • Action-oriented headline
• 4 descriptions covering:
  • Value proposition + CTA
  • Features + benefits
  • Social proof + trust
  • Urgency + offer details

Keyword Strategy:

• 10-15 high-intent keywords per ad group
• Match types: mix of exact, phrase, and broad match modified
• Negative keywords list (10-20 irrelevant terms to exclude)
• Organize into 3-5 ad groups by theme

Performance Max Campaigns:

• Asset groups organized by audience segment
• Headline variations (15 short + 5 long)
• Description variations (5)
• Image specs: 1200x1200 (square), 1200x628 (landscape), 960x1200 (portrait)
• Video assets: 10-30 seconds recommended
• Audience signals: custom segments, in-market, affinity

2.2 Meta Ads (Facebook + Instagram)

Ad Formats and Specs:

Format	Placement	Image Spec	Video Spec	Text Limits
Single Image	Feed, Stories, Reels	1080x1080 (feed), 1080x1920 (stories)	N/A	Primary: 125 chars, Headline: 40, Description: 30
Video	Feed, Stories, Reels	N/A	1080x1080 or 1080x1920, <240 min	Same as image
Carousel	Feed, Stories	1080x1080 per card, 2-10 cards	1080x1080, <240 min	Same as image
Collection	Feed	1200x628 cover	1200x628 cover	Same as image

Generate for each ad concept:

• Primary text (3 variations: short, medium, long)
• Headline (5 variations)
• Description (3 variations)
• CTA button (select from: Learn More, Sign Up, Shop Now, Get Offer, Book Now, Download, Contact Us)

Ad Copy Angles (generate 5-10 per campaign):

Angle 1: PAIN POINT
  "Tired of [specific frustration]? [Product] eliminates [pain] so you can
   focus on [desired outcome]."

Angle 2: SOCIAL PROOF
  "[Number] [audience] already use [product] to [benefit].
   See why [specific customer] calls it '[quote].'"

Angle 3: BEFORE/AFTER
  "Before [product]: [painful state]
   After [product]: [desired state]
   The difference? [Unique mechanism]."

Angle 4: OBJECTION HANDLING
  "Think [product type] is [common objection]? [Counter with evidence].
   Try it free for [trial period] — no [risk]."

Angle 5: URGENCY/SCARCITY
  "[Limited offer detail]. [Number] spots left this month.
   [Product] helps you [benefit] — lock in [offer] before [deadline]."

Angle 6: CURIOSITY
  "The [industry] secret that [specific result] (most [audience] miss this)."

Angle 7: DIRECT BENEFIT
  "Get [specific outcome] in [timeframe] with [product].
   No [common objection]. Just [benefit]."

Angle 8: COMPARISON
  "Still using [competitor/old way]? [Product] gives you [advantage]
   at [fraction/price benefit]."

Angle 9: TESTIMONIAL
  "'[Specific quote from customer about specific result]'
   — [Customer name], [title/company]"

Angle 10: HOW-TO
  "How to [achieve desired outcome] in 3 steps:
   1. [Step using product]  2. [Step]  3. [Result]"

2.3 LinkedIn Ads

Ad Formats:

• Sponsored Content (single image, video, carousel)
• Message Ads (InMail)
• Text Ads
• Conversation Ads
• Document Ads (PDF carousel)

Character Limits:

• Sponsored Content: Intro text 600 chars, Headline 200 chars
• Message Ads: Subject 60 chars, Body 1,500 chars
• Text Ads: Headline 25 chars, Description 75 chars

LinkedIn-Specific Copy Angles:

• Professional development: "Level up your [skill]"
• Industry insight: "[Industry] is changing. Here's how to stay ahead."
• ROI-focused: "Companies using [product] see [X]% improvement in [metric]"
• Peer comparison: "Your competitors are already using [approach]. Are you?"
• Thought leadership: "[Report/whitepaper] reveals [surprising finding]"

Targeting Options to Recommend:

• Job title targeting (decision makers)
• Company size
• Industry
• Seniority level
• Skills and interests
• Matched audiences (website retargeting, email lists)
• Lookalike audiences

2.4 TikTok Ads

Ad Formats:

• In-Feed Ads (video)
• TopView (full-screen takeover)
• Branded Hashtag Challenge
• Spark Ads (boosted organic content)

Specs:

• Video: 9:16 vertical, 5-60 seconds (9-15 seconds optimal)
• Resolution: 720x1280 minimum
• File size: Up to 500 MB
• Ad text: 100 characters
• CTA buttons: Learn More, Shop Now, Sign Up, Download, Contact Us

TikTok Creative Principles:

• First 3 seconds determine watch rate (hook immediately)
• Native aesthetic outperforms polished ads (look organic)
• Use trending sounds and music
• Text overlays for sound-off viewing
• Face-to-camera content outperforms product-only
• Keep it fast-paced with jump cuts

TikTok Script Template:

[0-3 sec] HOOK: "Wait — you're still doing [old way]?"
[3-10 sec] PROBLEM: Show the frustration / pain point visually
[10-20 sec] SOLUTION: Introduce product with quick demo
[20-25 sec] PROOF: Flash testimonial, number, or result
[25-30 sec] CTA: "Link in bio" or "Click to try free"

2.5 Twitter/X Ads

Ad Formats:

• Promoted Tweets (text, image, video, carousel)
• Follower Ads
• Amplify (video pre-roll)

Character Limits:

• Tweet text: 280 characters (but 100-150 performs best)
• Image: 1200x675 or 1080x1080
• Video: up to 2:20, but 6-15 seconds optimal

Twitter Ad Copy Style:

• Conversational, not corporate
• Hot take + solution format
• Thread-style ads (first tweet is the hook, rest is the story)
• Engage in trending conversations with brand angle

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Phase 3: Retargeting Sequences

3.1 Three-Stage Retargeting Funnel

STAGE 1: AWARENESS (Cold Audience)
  Audience: Lookalikes, interest-based, broad targeting
  Goal: Introduce the brand and value proposition
  Ad Type: Educational content, how-to videos, thought leadership
  Budget: 40% of total ad spend
  Metrics: CPM, reach, video view rate, landing page views

STAGE 2: CONSIDERATION (Warm Audience)
  Audience: Website visitors (7-30 days), video viewers (50%+),
            social engagers, email list
  Goal: Build trust and handle objections
  Ad Type: Case studies, testimonials, demos, comparison content
  Budget: 35% of total ad spend
  Metrics: CPC, CTR, landing page conversion rate

STAGE 3: CONVERSION (Hot Audience)
  Audience: Cart abandoners, pricing page visitors, trial users,
            high-intent page visitors
  Goal: Drive the final conversion action
  Ad Type: Direct offer, urgency, guarantee, limited-time discount
  Budget: 25% of total ad spend
  Metrics: CPA, ROAS, conversion rate

3.2 Retargeting Ad Sequences

For each stage, generate 3-5 ad variations:

Stage 1 Ads (Awareness):
  Ad 1A: Educational — "[Topic] explained in 60 seconds"
  Ad 1B: Pain point — "If [frustration], you need to see this"
  Ad 1C: Social proof — "[Number] [audience] trust [product]"

Stage 2 Ads (Consideration):
  Ad 2A: Case study — "How [customer] achieved [result]"
  Ad 2B: Demo — "See [product] in action (2-min walkthrough)"
  Ad 2C: Comparison — "[Product] vs [alternative]: honest breakdown"
  Ad 2D: FAQ — "Your top 3 questions about [product], answered"

Stage 3 Ads (Conversion):
  Ad 3A: Offer — "[Discount/trial] — limited to [number/time]"
  Ad 3B: Urgency — "Your free trial starts now (no credit card)"
  Ad 3C: Guarantee — "Try [product] risk-free for [period]"
  Ad 3D: Testimonial — "'[Quote about specific result]' — Start yours"

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Phase 4: Budget and Performance

4.1 Budget Allocation Recommendations

By Platform (adjust based on business type):

Business Type	Google	Meta	LinkedIn	TikTok	Other
SaaS (B2B)	30%	25%	30%	5%	10%
SaaS (B2C)	25%	40%	5%	20%	10%
E-commerce	30%	40%	0%	20%	10%
Agency	20%	30%	35%	5%	10%
Local Business	50%	35%	0%	5%	10%
Creator/Course	10%	40%	10%	30%	10%

By Funnel Stage:

• Awareness: 40% (audience building)
• Consideration: 35% (retargeting warm leads)
• Conversion: 25% (driving purchases/signups)

4.2 ROAS Benchmarks by Industry

Industry	Acceptable ROAS	Good ROAS	Excellent ROAS
E-commerce	2:1	4:1	8:1+
SaaS	3:1	5:1	10:1+
Lead Gen	2:1 (by lead value)	4:1	7:1+
Courses	3:1	6:1	10:1+
Local Services	2:1	3:1	5:1+

CPA Benchmarks (approximate):

Platform	B2B Lead	B2C Lead	E-commerce Purchase	SaaS Trial
Google Search	$30-80	$10-30	$15-40	$20-60
Meta	$20-60	$5-20	$10-30	$15-45
LinkedIn	$50-150	N/A	N/A	$40-100
TikTok	$15-40	$3-15	$8-25	$10-35

4.3 Landing Page Alignment

For each ad campaign, verify landing page alignment:

Alignment Checklist:

• Does the landing page headline match the ad headline?
• Does the landing page deliver on the ad's promise?
• Is the CTA on the landing page consistent with the ad's CTA?
• Is the visual style consistent between ad and page?
• Is the landing page mobile-optimized (critical for social ads)?
• Does the landing page load in under 3 seconds?
• Is there one clear conversion action (not multiple competing CTAs)?

Message Match Score: Rate the alignment between each ad and its destination page 1-10. Flag any score below 7.

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Phase 5: Ad Variations and Testing

5.1 Variation Generation

For each ad concept, generate:

• 5 headline variations (different angles, lengths, emotions)
• 3 primary text variations (short: 1-2 sentences, medium: 3-4 sentences, long: 5-7 sentences)
• 3 CTA variations
• 3 visual concept descriptions (for designer handoff)

5.2 Testing Framework

Test Priority Order:

1. Audience (who you target matters most)
2. Offer (what you offer: free trial vs demo vs discount)
3. Creative concept (the big idea and visual approach)
4. Headline (specific wording of the hook)
5. Body copy (supporting text)
6. CTA (button text and color)

Testing Rules:

• Test one variable at a time
• Run tests for at least 3-5 days or 1,000 impressions per variant
• Statistical significance threshold: 95%
• Kill underperformers at 2x the CPA target
• Scale winners by 20% budget increments (not 2x overnight)

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Output Format: AD-CAMPAIGNS.md

Write the full output to

AD-CAMPAIGNS.md

:

# Ad Campaigns: [Business Name]
**URL:** [url]
**Date:** [current date]
**Business Type:** [type]
**Primary Objective:** [objective]
**Recommended Platforms:** [platforms]

---

## Campaign Strategy Overview
[2-3 paragraph overview of the ad strategy]

## Audience Targeting
[Detailed audience definitions for each platform]

## Campaign 1: [Platform Name]
### Ad Group 1: [Theme]
**Targeting:** [audience parameters]
**Budget:** [recommended daily/monthly]
**Objective:** [campaign objective]

#### Ad Variation 1
- **Headline:** [text]
- **Primary Text:** [text]
- **Description:** [text]
- **CTA:** [button text]
- **Visual:** [creative description]
- **Landing Page:** [URL/page]

[Repeat for each variation]

[Repeat for each ad group and platform]

## Retargeting Strategy
[Three-stage funnel with ad variations]

## Budget Allocation
[Platform and funnel stage breakdown]

## Testing Plan
[Prioritized A/B tests]

## Performance Benchmarks
[ROAS and CPA targets by platform]

## Landing Page Alignment
[Message match assessment and recommendations]

## Creative Brief for Designers
[Visual specifications, brand guidelines, image/video requirements]

---

Terminal Output

=== AD CAMPAIGNS GENERATED ===

Business: [name]
Platforms: [list]
Total Ad Variations: [count]

Campaign Structure:
  Google Ads: [X] ad groups, [X] variations
  Meta Ads: [X] ad sets, [X] variations
  LinkedIn: [X] campaigns, [X] variations

Budget Recommendation: $[X,XXX]/month
Expected CPA: $[XX]-$[XX]
Target ROAS: [X]:1

Full campaigns saved to: AD-CAMPAIGNS.md

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Cross-Skill Integration

• If

  COPY-SUGGESTIONS.md

  exists, reuse value propositions and messaging angles
• If

  COMPETITOR-REPORT.md

  exists, use competitor positioning for comparison ads
• If

  FUNNEL-ANALYSIS.md

  exists, align ad funnel stages to conversion path
• If

  SOCIAL-CALENDAR.md

  exists, promote top organic content as Spark/boosted ads
• Suggest follow-up:

  /market funnel

  for conversion path,

  /market landing

  for page optimization