meta-paid-ads-challenge-operator
Skill4 starsChanged 6 months agoMITView on GitHub
Meta paid ads audit and challenge-launch operator for Funnel Junkies, Van Studios, and similar paid-ticket campaigns. Use when auditing Meta ad accounts, diagnosing cost per purchase, reviewing challenge funnels, preparing B2C/B2B campaign structures, writing ad copy, creating creative briefs, or setting up daily monitoring for paid 3-day challenge campaigns.
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14 rules. About 0 are common, 11 are distinctive, and 3 are very specific to this project.
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- Common
- Distinctive
- Very specific
- Distinctive: line 8
Use this skill to operate like a performance marketing agent for paid Meta campaigns where the goal is profitable paid-ticket sales, not …
- Distinctive: line 19
Never publish, submit, pause, change budgets, or edit live ads without explicit user confirmation.
- Very specific: line 23
Before using Meta Marketing MCP data, read /home/ubuntu/skills/meta-ads-analyzer/SKILL.md.
- Distinctive: line 31
Start every audit by separating confirmed findings from assumptions.
- Distinctive: line 43
When using the Meta Marketing connector, prefer raw JSON result files over truncated previews.
- Distinctive: line 47
Use these rules before recommendations:
- Distinctive: line 67
Always inspect the current landing page before campaign setup or recommendations.
- Distinctive: line 82
Default to a simple structure unless the account has enough clean purchase volume to support more segmentation.
- Distinctive: line 91
Do not optimize for link clicks or landing page views when the real business objective is paid ticket sales, unless purchase tracking is …
- Distinctive: line 110
Use proven winning ads as the base for relaunches.
- Distinctive: line 114
Every challenge campaign should include CRM tracking beyond Meta purchase.
- Very specific: line 144
Use scripts/summarize_meta_insights.py when raw Meta Marketing MCP result JSON files need to be converted into audit-ready CSV tables.
- Very specific: line 150
Read references/audit_and_setup_report_template.md when preparing the final audit and challenge setup deliverable.
- Distinctive: line 154
Before making any live change in Meta Business Manager, WhatsApp, VanX/GHL, Canva, or any connected account, ask for explicit confirmation.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Meta Paid Ads Challenge Operator
Use this skill to operate like a performance marketing agent for paid Meta campaigns where the goal is profitable paid-ticket sales, not cheap leads. It is designed for Funnel Junkies B2C, Van Studios B2B, and similar event/challenge funnels.
The core workflow is:
- Load required Meta-analysis dependencies.
- Retrieve account, campaign, ad set, ad, insight, recommendation, and event data.
- Audit performance from campaign level down to ad level.
- Inspect landing pages and checkout paths for message match and conversion friction.
- Diagnose root causes before recommending changes.
- Prepare challenge campaign setup, copy, creative briefs, retargeting, and VanX/GHL automation logic.
- Deliver an audit report and setup plan.
- Never publish, submit, pause, change budgets, or edit live ads without explicit user confirmation.
Required prerequisite
Before using Meta Marketing MCP data, read /home/ubuntu/skills/meta-ads-analyzer/SKILL.md. If the user explicitly requested the campaign audit skill, also read /home/ubuntu/skills/meta-ads-campaign-auditor/SKILL.md if available.
Operating objective
Optimize for cost per qualified purchase and downstream business outcome. Cost per purchase matters, but a low purchase cost is not a win if buyers do not attend, show up, engage, book, or ascend. Treat Meta metrics, landing-page behavior, VanX/GHL outcomes, and sales quality as one funnel.
Evidence-first audit workflow
Start every audit by separating confirmed findings from assumptions. Do not rewrite ads or restructure campaigns until the likely bottleneck is identified.
| Evidence layer | What to collect | Why it matters |
| Account scope | Ad account names, IDs, active campaigns, campaign objectives | Prevents auditing the wrong account or mixing B2C/B2B data. |
| Campaign performance | Spend, impressions, reach, CPM, CTR, outbound CTR if available, link clicks, LPVs, leads, purchases, CPP | Identifies winners, losers, and budget leaks. |
| Ad set structure | Audience, optimization event, budget, learning status if available, placements, exclusions | Diagnoses audience quality, fragmentation, and learning issues. |
| Ad performance | Creative name, copy angle, spend, frequency, CTR, LPVs, purchases, CPP, quality ranking | Identifies creative winners, fatigue, and message-market fit. |
| Action/event data | Purchase, lead, initiate checkout, landing page view, registration, custom events | Validates optimization and attribution. |
| Landing page | Headline, offer, date, price, CTA, proof, form fields, checkout friction, mobile clarity | Diagnoses conversion-rate issues separate from traffic quality. |
| CRM/VanX data | Purchaser tags, attendance, no-shows, booked calls, upgrades, refunds | Distinguishes cheap buyers from quality buyers. |
When using the Meta Marketing connector, prefer raw JSON result files over truncated previews. Save key result paths in local notes, then compute summaries programmatically when possible.
Diagnostic rules
Use these rules before recommendations:
| Symptom | Likely bottleneck | What to check first |
| High CTR, low LPV rate | Page load, redirects, click quality, tracking | Landing-page speed, URL, mobile render, LPV event. |
| Good LPVs, low purchases | Page/offer/checkout friction | Date clarity, price, CTA, form fields, payment path, proof. |
| Good purchases, poor attendance | Buyer onboarding gap | WhatsApp/email reminders, calendar add, challenge-room access. |
| Low CTR and high CPM | Creative/audience mismatch | Hook, visual, awareness level, audience breadth, quality ranking. |
| Rising CPP with rising frequency | Creative fatigue | Fresh hooks, new images/videos, retargeting frequency. |
| Purchases exceed LPVs or illogical event flow | Tracking anomaly | Pixel events, duplicate purchase firing, redirects, attribution windows. |
| Cheap leads but few purchases | Wrong optimization event | Switch focus back to paid purchase or conversion leads only if quality data supports it. |
Funnel Junkies / Van Studios heuristics
For Funnel Junkies B2C, prioritize beginner-friendly paid-ticket language: start an online business, side hustle to online business, affiliate marketing without creating products, guided implementation, and simple 3-night blueprint. Avoid overly abstract “make money online” claims without a mechanism.
For Van Studios B2B, avoid treating “business owners” as one broad market. Split B2B tests into sharper intent angles such as first client acquisition funnel, webinar sales system, and AI-assisted lead generation. Do not scale B2B aggressively if landing-page-view, purchase, or checkout tracking is inconsistent.
Landing-page audit checklist
Always inspect the current landing page before campaign setup or recommendations. Confirm:
| Page element | Standard |
| Date and time | Must exactly match the next event dates in ads, checkout, thank-you page, email, WhatsApp, and calendar links. |
| Offer clarity | One clear ticket offer; no conflicting webinar/VIP/upgrade copy near checkout unless intentionally structured. |
| Audience match | B2C should not require company language unless relevant; B2B should clearly address business-owner outcomes. |
| Checkout friction | Remove unnecessary fields, especially Company Name for beginner B2C. |
| Proof | Use testimonials, real results, community, or event proof close to CTA. |
| CTA | Button should repeat the price/date and make the next step obvious. |
| Guarantee | Use clear refund or satisfaction terms if offered. |
| Mobile usability | Above-the-fold promise, CTA, date, and price must be visible and readable on mobile. |
Campaign setup framework
Default to a simple structure unless the account has enough clean purchase volume to support more segmentation.
| Campaign | Role | Optimization | Typical budget share |
| B2C challenge sales | Main ticket-volume engine | Website Purchase | 60–75% |
| B2C retargeting | Recover warm visitors, engagers, checkout starters | Website Purchase | 10–20% |
| B2B validation | Validate sharper B2B angles after tracking is clean | Website Purchase | 5–15% |
| Urgency retargeting | Final 72-hour conversion push | Website Purchase | 5–10% |
Do not optimize for link clicks or landing page views when the real business objective is paid ticket sales, unless purchase tracking is broken and the task is explicitly a temporary diagnostic workaround.
Creative and copy requirements
For every recommended creative, specify:
| Field | Requirement |
| Funnel stage | TOF, MOF, or BOF. |
| Target audience | Beginner B2C, 9–5 professional, side-hustler, business owner, coach, consultant, etc. |
| Emotional trigger | Simplicity, safety, urgency, FOMO, proof, identity, pain relief. |
| Offer angle | Beginner implementation, affiliate mechanism, webinar system, AI lead generation, first funnel, etc. |
| Visual hook | What the person sees in the first second. |
| Overlay | Short, specific, and mobile-readable. |
| Headline | Direct-response headline tied to the page. |
| Primary text | Awareness-level matched copy. |
| CTA | Must match the page action. |
| Variant plan | At least two variations if testing budget allows. |
Use proven winning ads as the base for relaunches. Create variations around the winner’s psychology rather than inventing random angles.
VanX / GHL automation layer
Every challenge campaign should include CRM tracking beyond Meta purchase.
| Trigger | Tag or pipeline action | Purpose |
| Order form submitted / purchase | Challenge_[Date]_Purchased | Buyer onboarding and purchaser exclusion. |
| Confirmation sent | Email + WhatsApp confirmation | Reduce confusion and increase show-up. |
| Day-before reminder | SMS/WhatsApp/email | Increase attendance. |
| Day attended | Challenge_DayX_Attended | Segment engaged buyers. |
| No-show | Challenge_DayX_NoShow | Replay and re-engagement sequence. |
| Clicked upgrade / booked call | Pipeline move | Measure commercial intent. |
| Ascended | Challenge_Ascended | Feed quality learning into future audits. |
Deliverables
For a full audit, deliver:
| Deliverable | Include |
| Performance summary | Spend, purchases, CPP, LPVs, CTR, frequency, key account-level findings. |
| Problem diagnosis | Confirmed issues, assumptions, missing data, and root cause. |
| Campaign scorecard | Winners, losers, budget leaks, tracking issues. |
| Creative fatigue report | Ads to keep, refresh, pause, or replace. |
| Landing-page fixes | Immediate changes, tests, and what not to change yet. |
| Setup plan | Campaign structure, audiences, budgets, optimization events, copy, creative briefs. |
| Testing roadmap | Hypothesis, variable, success metric, minimum data, winning condition. |
| VanX/GHL automation | Tags, workflows, reminders, attendance tracking, pipeline stages. |
| Daily action list | What to pause, scale, test, monitor, and produce next. |
Bundled resources
Use scripts/summarize_meta_insights.py when raw Meta Marketing MCP result JSON files need to be converted into audit-ready CSV tables. Example:
python /home/ubuntu/skills/meta-paid-ads-challenge-operator/scripts/summarize_meta_insights.py --input /tmp/manus-mcp/result1.json /tmp/manus-mcp/result2.json --output /home/ubuntu/meta_insights_summary.csvRead references/audit_and_setup_report_template.md when preparing the final audit and challenge setup deliverable.
Sensitive actions rule
Before making any live change in Meta Business Manager, WhatsApp, VanX/GHL, Canva, or any connected account, ask for explicit confirmation. This includes publishing campaigns, changing budgets, pausing ads, submitting forms, posting messages, or modifying live funnel pages.
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