Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Ad-Superpowers/ad-superpowers-plugin --skill tiktok-shopping-ads-guidegit clone --depth 1 https://github.com/Ad-Superpowers/ad-superpowers-pluginWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ad-superpowers/ad-superpowers-plugin/tiktok-shopping-ads-guide)<a href="https://agentmods.dev/skills/ad-superpowers/ad-superpowers-plugin/tiktok-shopping-ads-guide"><img src="https://agentmods.dev/badge/skills/ad-superpowers/ad-superpowers-plugin/tiktok-shopping-ads-guide/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ad-superpowers/ad-superpowers-plugin/tiktok-shopping-ads-guide"><img src="https://agentmods.dev/badge/skills/ad-superpowers/ad-superpowers-plugin/tiktok-shopping-ads-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00113 | $0.05978 |
| Opus 5.5 | $0.00045 | $0.02391 |
| Sonnet 5.5 | $0.00023 | $0.01196 |
| Haiku 4.5 | $0.00011 | $0.00598 |
Grade A, and why
tiktok-shopping-ads-guide scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 600 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TikTok Shopping Ads Guide
Purpose
Help advertisers set up and optimize product-focused advertising on TikTok, including catalog-based dynamic ads, Video Shopping Ads (VSA), TikTok Shop integration, and collection ads. E-commerce on TikTok is growing at 3-4x the rate of traditional social commerce, but the technical setup and creative requirements are unique to the platform.
When to Use This Skill
Invoke when user mentions:
- TikTok Shop: "How do I set up TikTok Shop ads?"
- Product catalog: "How do I upload my product feed to TikTok?"
- Dynamic product ads: "How do I retarget with product ads on TikTok?"
- Shopping ads: "What are Video Shopping Ads?"
- Collection ads: "How do I create collection ads on TikTok?"
- Product feed: "My TikTok product feed has errors"
Required Tools
| Tool | Purpose |
|---|---|
tiktok_query |
Pull campaign data, ad group configurations, and catalog status |
tiktok_get_report |
Retrieve product-level and ad-level performance data |
Part 1: TikTok Shopping Ad Formats
Automated Shopping Campaign Types
TikTok offers two automated campaign types optimized for shopping outcomes:
| Campaign Type | What It Does | Best For |
|---|---|---|
| Smart+ Shopping Campaigns | Fully automated targeting, bidding, and creative optimization using AI | Accounts with sufficient pixel data (50+ purchases/week), hands-off scaling |
| GMV Max | Maximizes Gross Merchandise Value across TikTok Shop organics + paid ads | TikTok Shop sellers wanting to maximize total store revenue |
Smart+ vs Manual: Smart+ often outperforms manual setup once the algorithm has learned (typically after 7-14 days and 50+ conversions). Start manual to establish baseline data, then test Smart+. GMV Max is only available for TikTok Shop (in-app checkout) sellers.
Format Overview
TIKTOK SHOPPING AD ECOSYSTEM:
─────────────────────────────
VIDEO SHOPPING ADS (VSA)
├── Full-screen video with product card overlay
├── Product card shows: image, title, price, CTA
├── Tap product card → product detail page → checkout
├── Can link to TikTok Shop OR external website
├── Best for: Single product promotion with storytelling
└── ROAS benchmark: 3-6x for optimized campaigns
CATALOG LISTING ADS
├── Auto-generated ads from product catalog
├── TikTok creates the creative using catalog images
├── Product title, price, and image displayed
├── Lower creative effort, algorithmic optimization
├── Best for: Large catalogs (100+ SKUs)
└── ROAS benchmark: 2-4x (less creative control)
COLLECTION ADS
├── Video ad with swipeable product gallery below
├── Gallery shows 2-6 products from catalog
├── Video plays while user browses products
├── Tap product → instant landing page (in-app)
├── Best for: Product discovery, category promotion
└── ROAS benchmark: 2.5-5x
DYNAMIC SHOWCASE ADS (DSA)
├── Personalized product ads based on user behavior
├── Retargets users who viewed/carted/purchased
├── Auto-generates creative from catalog
├── Shows products the user previously engaged with
├── Best for: Retargeting, abandoned cart recovery
└── ROAS benchmark: 5-12x (retargeting advantage)
LIVE SHOPPING ADS
├── Promote a live stream with integrated product cards
├── Users watch live, tap products in real-time
├── Combines entertainment with instant purchase
├── Requires TikTok Shop + live streaming capability
├── Best for: Flash sales, product launches, demonstrations
└── ROAS benchmark: 4-10x (high engagement, high conversion)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 600 lines · 113 tokens per session scan A b4a8b952f161
tiktok-shopping-ads-guide is a skill published in the GitHub repository Ad-Superpowers/ad-superpowers-plugin (5 stars, last pushed 29d ago), licensed MIT. It adds 113 tokens to every session and 5,978 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-11.
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