Retargeting Funnel

v1.0.0

Design multi-stage retargeting ad funnels that re-engage visitors based on their browsing depth — from homepage bouncers to cart abandoners — with platform-s...

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byLeroyCreates@leooooooow

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Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Retargeting Funnel" (leooooooow/retargeting-funnel) from ClawHub.
Skill page: https://clawhub.ai/leooooooow/retargeting-funnel
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

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CLI Commands

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openclaw skills install retargeting-funnel

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npx clawhub@latest install retargeting-funnel
Security Scan
Capability signals
CryptoCan make purchases
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
VirusTotalVirusTotal
Benign
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OpenClawOpenClaw
Benign
high confidence
Purpose & Capability
The name/description claim a design/consulting output (a multi-stage retargeting blueprint) and the skill only asks for marketing inputs (traffic mix, AOV, pixel coverage). There are no unexplained credential or binary requirements, which is appropriate because the skill explicitly says it will not pull live account data.
Instruction Scope
SKILL.md only requires user-supplied marketing metrics and assets and describes producing a structural document. It does not instruct reading system files, accessing environment variables, calling external APIs, or transmitting user data to unrelated endpoints. The limitations section explicitly states it will not query ad accounts, which matches the lack of required credentials.
Install Mechanism
No install spec and no code files — lowest-risk configuration for an advisory/consulting skill. Nothing will be written to disk or downloaded during install.
Credentials
The skill requests no environment variables, no credentials, and no config paths. Those are proportional to a planner-style skill that operates on user-supplied inputs rather than live ad account data.
Persistence & Privilege
always is false and the skill does not request elevated/continuous presence. Default autonomous invocation is allowed (platform default) but there is no indication the skill needs persistent privileges or to modify other skills/configs.
Assessment
This skill is an offline planner: it produces a stage-by-stage retargeting blueprint from the marketing inputs you provide and will not access your ad accounts. Before installing or using it, avoid pasting actual account credentials or uploading private ad-account reports — instead provide aggregated metrics (e.g., traffic mix percentages, AOV, conversion lag). Validate any audience windows, frequency caps, and budget splits against your real platform metrics (audience sizes, current frequency, ROAS) before applying changes. Start any new funnel on a small budget, monitor overlap/frequency creep closely, and ensure creative and offers comply with the ad platform's policies.

Like a lobster shell, security has layers — review code before you run it.

latestvk97e59wsb81zp3zyxw4n93rras85gr10
59downloads
0stars
1versions
Updated 3d ago
v1.0.0
MIT-0

Retargeting Funnel

Retargeting Funnel maps every visitor segment your store creates — the homepage bouncer, the category browser, the product-page viewer, the add-to-cart abandoner, the checkout-step dropout — to a distinct ad sequence with creative, offer, frequency cap, and exit rule tuned to that segment's purchase intent. Most ecommerce brands run a single "site visitors" retargeting audience and burn impressions on people who will never buy while under-investing in users one click from conversion. This skill gives you a layered funnel that spends more on warmer audiences, rotates creative before fatigue sets in, and graduates users out of the funnel after they convert or after a defined cool-down.

Use when

  • A Shopify, TikTok Shop, or Amazon DSP seller wants to build a Meta or TikTok retargeting funnel from scratch and is asking "what audiences should I create and what ad goes in each one"
  • The user is running a single broad "all site visitors past 30 days" retargeting set and complaining that frequency is high while ROAS is collapsing or click-through rate is decaying week over week
  • A brand is launching a new product and needs a sequenced re-engagement plan for traffic from launch ads, influencer drops, or PR coverage that did not convert on first visit
  • The user mentions cart abandonment, view-content audiences, custom audience layering, frequency capping, sequential messaging, or "warm audience" strategy and wants a complete funnel design rather than a single tactic

What this skill does

The skill takes your traffic mix and conversion funnel inputs and returns a four-to-six-stage retargeting blueprint. For each stage it specifies the audience definition (event, lookback window, exclusions), the creative angle (problem reminder, social proof, objection handling, urgency, last-chance offer), the recommended format (single image, carousel, UGC video, dynamic product ad), the frequency cap, the bid strategy, the exit condition, and the budget split as a percentage of total retargeting spend. It also flags overlap risks between stages and tells you the order to launch the stages in if budget is limited.

Inputs required

  • Traffic source mix (required): rough breakdown of where unconverted visitors come from — paid social, organic, influencer, email, search
  • Average days from first visit to purchase (required): used to set lookback windows and frequency
  • Average order value and gross margin (required): determines how aggressive the bottom-of-funnel offer can be
  • Pixel and event coverage (required): which events are firing reliably (ViewContent, AddToCart, InitiateCheckout, Purchase)
  • Existing creative assets list (optional): video UGC, lifestyle photos, founder-story content, review screenshots — improves stage-by-stage creative recommendations
  • Total monthly retargeting budget (optional): drives the budget-split percentages

Output format

The deliverable is a single retargeting funnel document organized as a stage-by-stage table followed by an implementation checklist. Each stage row contains: stage name, audience rule, exclusion rule, creative angle, format, recommended copy hook, frequency cap, bid strategy, success metric, exit condition, and budget share. Below the table the skill provides a launch sequence (which stages to ship in week one, two, and three), a creative-rotation cadence to prevent fatigue, and a list of audience overlaps to monitor in the platform's audience overlap tool. A short troubleshooting section calls out the three most common failure modes — frequency creep, audience cannibalization, and post-purchase exclusion gaps — and how to detect each one in reporting.

Scope

  • Designed for: ecommerce operators, performance marketers, and DTC growth teams running paid social retargeting
  • Platform context: Meta Ads, TikTok Ads, Google Display, and Amazon DSP — concepts apply across platforms with platform-specific creative notes
  • Language: English

Limitations

  • Does not pull live audience size, frequency, or ROAS data from your ad accounts — recommendations are structural and must be validated against your actual numbers
  • Does not write final ad copy or design creative assets — it specifies the angle, hook, and format so a copywriter or designer can execute
  • Frequency cap and budget-split numbers are starting points based on common ecommerce benchmarks; final values should be tuned against your own fatigue and ROAS curves over the first two weeks of running the funnel

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