PipiAds - TikTok & Facebook Adspy Intelligence
AI-powered TikTok & Facebook Adspy and Ad Library research for ads, products, stores, landing pages, advertisers, and competitors.
When to Use
Use this skill when the user wants to:
- Find trending or long-running TikTok or Facebook ads
- Research competitors, advertisers, stores, landing pages, or campaigns
- Discover winning products or fast-rising TikTok Shop items
- Analyze store performance, regional distribution, ad copy, delivery trends, creative hooks, or recurring ad angles
- Research ad trends across ecommerce, DTC, dropshipping, TikTok Shop, apps, games, drama, and AI tools
- Monitor advertisers or campaigns over time
- Search for ads, products, stores, or TikTok Shop items using an image
When NOT to Use
Do not use this skill when:
- The user only wants general web search results or news
- The user wants creative strategy without underlying ad intelligence data
- The user asks for analytics outside TikTok, Facebook, Meta Ad Library, or PipiAds-supported commerce data
- A broad query would waste credits when a narrower query or clarification is needed first
Setup
- Visit the official website at https://pipiads.com/ to view real-time dashboard data and product UI.
- Visit https://www.pipispy.com/ to get your API key and manage billing/recharge.
- Set the environment variable:
PIPIADS_API_KEY
Installation Note
This skill installs and runs the published npm package pipiads-mcp-server@1.0.4 as a local MCP server.
Default install:
npm install -g pipiads-mcp-server@1.0.4
If you prefer stricter isolation, use this skill in a dedicated development environment, container, or non-critical workstation.
Trust & Execution Model
This skill installs pipiads-mcp-server@1.0.4 from the npm registry and runs it locally as an MCP server.
This means:
- npm install scripts may run during installation
- the installed package executes on the local machine
- all API access is mediated through that local MCP server
If you require stricter controls, review the npm package contents and run it in an isolated environment before using it on a primary workstation.
Verification
This skill depends on:
- official website:
https://pipiads.com/
- API portal:
https://www.pipispy.com/
- npm package:
pipiads-mcp-server@1.0.4
Review the package source, publisher, and release history if you need stronger supply-chain assurance before installation.
Data Handling
This skill sends search queries and optional image inputs to the external PipiAds service through the PipiAds API.
Do not send:
- sensitive personal data
- private customer information
- confidential campaign assets
- unnecessary image inputs
Use image search only when the provided image is safe to transmit to a third-party service.
Cost Awareness
Pricing depends on the endpoint:
- List/Search: 1 credit per result returned
- Detail: 1 credit per request (free if queried within 3 days)
- Monitoring: 1 credit per successful task creation; reads/settings are free. Cancellation does not refund credits.
- Image submission: free; result searches follow their own endpoint pricing.
Prefer narrow queries before broad searches. If the user request is underspecified, clarify platform, region, time range, category, or target object before searching.
Core Workflow
- Identify the target object: ad, product, TikTok Shop product, store, advertiser, app, or monitor task
- Clarify the platform and scope when missing: TikTok, Facebook, Meta Ad Library, region, time range, category, price band, or performance threshold
- Start with the relevant search/list tool to narrow the candidate set
- Use detail or analysis tools to inspect the most relevant candidates
- If the user wants ongoing tracking, use the monitor tools
- If the user provides an image, use the AI image search workflow
Quick Reference
| User intent |
Recommended tools |
| Find trending ads |
search_ads, get_ad_detail |
| Find products being heavily advertised |
search_products, get_product_detail |
| Explore Meta Ad Library products |
search_adlibrary_products, get_adlibrary_product_detail |
| Research TikTok Shop products or stores |
search_tiktok_products, get_tiktok_product_detail, search_tiktok_shops, get_tiktok_shop_detail |
| Research advertisers, stores, or landing-page patterns |
search_advertisers, get_advertiser_detail, search_stores, get_store_detail |
| Analyze store competition, creative hooks, or campaign patterns |
Store Analysis tools |
| Search Meta Ad Library ads |
search_lib_ads, get_lib_ad_detail |
| Check rankings for products, apps, or developers |
Ranking tools |
| Search apps or app developers |
search_apps, get_app_detail, search_app_developers, get_app_developer_detail |
| Search natural TikTok traffic videos |
search_natural_videos |
| Create or manage monitoring |
Ad Monitor tools + Monitor Groups & Notifications tools |
| Search by image similarity |
AI Image Search tools |
Best Practices
- Default to asking for platform if the user does not specify TikTok vs Facebook
- Ask for region and time range before broad searches whenever those constraints materially affect results
- Prefer search/list first, then detail, to avoid unnecessary credit usage
- For competitor analysis, identify the advertiser or store first, then drill into store analysis or monitor tools
- For monitoring operations, confirm the exact target if the user’s request is ambiguous
- For image search, always submit first, then poll status, then fetch summary/results
- When the user asks for “best” or “winning” ads/products, translate that into explicit metrics such as views, likes, duration, GMV, sales, or ranking filters
Available Tools (73 total)
Ad Spy
search_ads — Search ad videos across TikTok and Facebook by keyword, region, platform, engagement metrics, ad spend, delivery days
get_ad_detail — Get detailed info for a specific ad by video ID
Ad Products
search_products — Search e-commerce products advertised on TikTok/Facebook
get_product_detail — Get product detail including images, price, landing page, Shopify data
search_adlibrary_products — Search Meta Ad Library products
get_adlibrary_product_detail — Get Meta Ad Library product detail
TikTok Shop
search_tiktok_products — Search TikTok Shop products by sales, GMV, price, trends
get_tiktok_product_detail — Get TikTok Shop product detail
search_tiktok_shops — Search TikTok Shop stores
get_tiktok_shop_detail — Get TikTok Shop store detail
Advertisers & Stores
search_advertisers — Search advertiser leaderboard
get_advertiser_detail — Get advertiser detail
search_stores — Search store ranking list
get_store_detail — Get store detail by ID
Store Analysis (13 tools)
get_store_competition — Competition analysis
get_store_data_analysis — All-platform data analysis
get_store_play_cost — Play cost statistics
get_store_region_analysis — Regional ad distribution
get_store_ad_copy_analysis — TikTok ad copy analysis
get_store_ad_schedule — Ad campaign schedule
get_store_product_analysis — Product analysis
get_store_rank_data — Traffic ranking data
get_store_ad_trend — Meta Ad Library ad trend
get_store_delivery_analysis — Meta Ad Library delivery analysis
get_store_longest_run_ads — Longest-running ad content
get_store_most_used_ads — Most-used ad content
get_store_fb_pages — Facebook advertiser pages
Meta Ad Library
search_lib_ads — Search Meta Ad Library ads
get_lib_ad_detail — Get ad detail by ID
Rankings
get_product_ranking — Ad product ranking
get_new_product_ranking — New product ranking
get_app_ranking — Top apps ranking
get_new_app_ranking — New apps ranking
get_app_dev_ranking — App developers ranking
Apps
search_apps — Search apps on TikTok/Facebook
get_app_detail — Get app detail
search_app_developers — Search app developers
get_app_developer_detail — Get developer detail
Natural Traffic
search_natural_videos — Search TikTok natural traffic videos
Ad Monitor (20 tools)
search_fb_advertisers — Search Facebook advertisers for monitoring
create_monitor_task — Create monitoring task
list_monitor_tasks — List monitoring tasks
get_monitor_task_detail — Task details
cancel_monitor_task — Cancel task
get_monitor_board — Dashboard overview
set_monitor_task_group — Assign task to group
get_monitor_realtime_overview — Real-time overview
get_monitor_daily_overview — Daily overview
get_monitor_landing_pages_overview — Landing pages overview
get_monitor_latest_products — Latest products
get_monitor_product_list — Product list
get_monitor_landing_page_list — Landing page list
get_monitor_ad_count_stats — Ad count statistics
get_monitor_deep_analysis — Deep campaign analysis
get_monitor_most_used_copy — Most-used ad copy
get_monitor_longest_run_copy — Longest-running ad copy
get_monitor_ad_list — Ad list
get_monitor_ad_detail — Ad detail
get_monitor_product_stats — Product statistics
Monitor Groups & Notifications
create_monitor_group — Create group
list_monitor_groups — List groups
update_monitor_group — Update group
delete_monitor_group — Delete group
get_monitor_notifications — Get notification settings
save_monitor_notifications — Save notification settings
AI Image Search (8 tools)
ai_search_submit_image — Submit image for visual search
ai_search_image_status — Check processing status
ai_search_image_summary — Get result summary
ai_search_image_ads — Search similar ads
ai_search_image_products — Search similar products
ai_search_image_stores — Search similar stores
ai_search_image_tiktok_products — Search similar TikTok products
ai_search_image_tiktok_shops — Search similar TikTok shops
Recommended Workflows
1. Ad Research Workflow
Use when the user wants to find winning creatives, trending campaigns, or competitor ads.
- Start with
search_ads
- Narrow by keyword, region, platform, delivery days, spend, or engagement filters
- Inspect the strongest candidates with
get_ad_detail
- Summarize patterns such as hooks, offer angles, duration, or cross-region distribution
2. Product Discovery Workflow
Use when the user wants advertised products or product validation.
- Start with
search_products or search_adlibrary_products
- Filter by platform, views, timing, niche, or storefront characteristics
- Use
get_product_detail or get_adlibrary_product_detail for deeper analysis
- Highlight pricing, landing page patterns, Shopify signals, and creative overlap
3. TikTok Shop Workflow
Use when the user asks for rising TikTok Shop products or stores.
- Use
search_tiktok_products or search_tiktok_shops
- Narrow by sales, GMV, price, category, or growth trend
- Use
get_tiktok_product_detail or get_tiktok_shop_detail
- Summarize momentum, pricing, and store/product positioning
4. Store / Competitor Analysis Workflow
Use when the user wants to understand a store’s advertising behavior.
- Identify the store with
search_stores or use a known store ID
- Fetch baseline info with
get_store_detail
- Choose the right analysis tool based on the question:
- competition →
get_store_competition
- product mix →
get_store_product_analysis
- region mix →
get_store_region_analysis
- copy patterns →
get_store_ad_copy_analysis
- campaign timing →
get_store_ad_schedule
- trend / longest-run / reuse → corresponding store analysis tools
5. Meta Ad Library Workflow
Use when the user explicitly wants Meta/Facebook Ad Library results.
- Start with
search_lib_ads or search_adlibrary_products
- Filter as tightly as possible
- Use
get_lib_ad_detail or get_adlibrary_product_detail for specific items
6. Monitoring Workflow
Use when the user wants ongoing tracking instead of one-time research.
- Identify the Facebook advertiser with
search_fb_advertisers
- Create a task using
create_monitor_task with exactly one target list, such as facebook_page_id_list, containing 1–50 targets. Persistent monitoring supports Facebook advertisers and stores/websites, not TikTok campaigns.
- Organize tasks with groups if needed
- Review ongoing results via monitor overview, ad list, product list, landing page list, or deep analysis tools
- Cancel tasks with
cancel_monitor_task when the user no longer needs tracking
7. AI Image Search Workflow
Use when the user provides an image and wants visually similar ads, products, stores, or TikTok Shop items.
- Submit exactly one
image_url (public HTTP/HTTPS) or image_data (Base64 bytes or image data URL, max 10 MiB) with ai_search_submit_image. The result is an image ID string.
- Check processing state with
ai_search_image_status. Continue when it returns SEARCH_COMPLETED; stop on ANALYSIS_FAILURE or SEARCH_FAILURE.
- Read the overview with
ai_search_image_summary
- Fetch the matching result type:
- ads →
ai_search_image_ads
- products →
ai_search_image_products
- stores →
ai_search_image_stores
- TikTok products →
ai_search_image_tiktok_products
- TikTok shops →
ai_search_image_tiktok_shops
Monitor Task Notes
The following tools modify remote state and should be used intentionally:
create_monitor_task
cancel_monitor_task
set_monitor_task_group
create_monitor_group
update_monitor_group
delete_monitor_group
save_monitor_notifications
Before creating, updating, grouping, or deleting monitoring resources, make sure the advertiser, group, or notification target is clear.
Notification switches use 1=enabled and 2=disabled. Do not blindly retry a timed-out creation: the upstream may already have created the task. Check existing tasks before attempting another write.
Usage Examples
- "Search for trending TikTok ads about phone cases in the US"
- "Find Shopify products with over 100k views in the last 30 days"
- "Show me the top advertisers on Facebook this week"
- "Get store competition analysis for store ID c2d5b2547218a"
- "Create a monitor task for advertiser XYZ"
- "Search TikTok Shop products with rising sales in beauty category"
Scope
This skill ONLY:
- Calls the PipiAds API through the configured MCP server
- Searches and analyzes advertising intelligence data available through PipiAds
- Retrieves ads, products, stores, advertisers, apps, rankings, monitor data, and related analysis results exposed by PipiAds
- Sends image inputs only when the user explicitly requests image-based search
- Creates or manages monitoring resources only when the user explicitly asks for that outcome
This skill NEVER:
- Guarantees a product, ad, or store will be profitable
- Replaces general market research outside supported PipiAds data
- Scrape websites directly outside the PipiAds service
- Access local files unless the user explicitly provides an image for upload
- Send credentials other than the configured
PIPIADS_API_KEY
- Assume broad default search scopes when key constraints are missing
- Use monitor-management tools unless the requested change is clear
Credits
See Cost Awareness above for endpoint-specific charges. A successful MCP result includes the original API data as both JSON text and structuredContent.data.
1---2name: pipiads3description: Use this skill when researching TikTok and Facebook ads, products, stores, advertisers, or competitors with PipiAds. Find trending ads, analyze creative hooks, discover winning products, monitor campaigns, and run image-based searches through 73 MCP tools. Requires Node.js 20+, pipiads-mcp-server, a PIPIADS_API_KEY, and API credits managed at https://www.pipispy.com/.4---56# PipiAds - TikTok & Facebook Adspy Intelligence78AI-powered TikTok & Facebook Adspy and Ad Library research for ads, products, stores, landing pages, advertisers, and competitors.910## When to Use1112Use this skill when the user wants to:1314- Find trending or long-running TikTok or Facebook ads15- Research competitors, advertisers, stores, landing pages, or campaigns16- Discover winning products or fast-rising TikTok Shop items17- Analyze store performance, regional distribution, ad copy, delivery trends, creative hooks, or recurring ad angles18- Research ad trends across ecommerce, DTC, dropshipping, TikTok Shop, apps, games, drama, and AI tools19- Monitor advertisers or campaigns over time20- Search for ads, products, stores, or TikTok Shop items using an image2122## When NOT to Use2324Do not use this skill when:2526- The user only wants general web search results or news27- The user wants creative strategy without underlying ad intelligence data28- The user asks for analytics outside TikTok, Facebook, Meta Ad Library, or PipiAds-supported commerce data29- A broad query would waste credits when a narrower query or clarification is needed first3031## Setup32331. Visit the official website at [https://pipiads.com/](https://pipiads.com/) to view real-time dashboard data and product UI.342. Visit [https://www.pipispy.com/](https://www.pipispy.com/) to get your API key and manage billing/recharge.353. Set the environment variable: `PIPIADS_API_KEY`3637## Installation Note3839This skill installs and runs the published npm package `pipiads-mcp-server@1.0.4` as a local MCP server.4041Default install:4243`npm install -g pipiads-mcp-server@1.0.4`4445If you prefer stricter isolation, use this skill in a dedicated development environment, container, or non-critical workstation.4647## Trust & Execution Model4849This skill installs `pipiads-mcp-server@1.0.4` from the npm registry and runs it locally as an MCP server.5051This means:5253- npm install scripts may run during installation54- the installed package executes on the local machine55- all API access is mediated through that local MCP server5657If you require stricter controls, review the npm package contents and run it in an isolated environment before using it on a primary workstation.5859## Verification6061This skill depends on:6263- official website: `https://pipiads.com/`64- API portal: `https://www.pipispy.com/`65- npm package: `pipiads-mcp-server@1.0.4`6667Review the package source, publisher, and release history if you need stronger supply-chain assurance before installation.6869## Data Handling7071This skill sends search queries and optional image inputs to the external PipiAds service through the PipiAds API.7273Do not send:7475- sensitive personal data76- private customer information77- confidential campaign assets78- unnecessary image inputs7980Use image search only when the provided image is safe to transmit to a third-party service.8182## Cost Awareness8384Pricing depends on the endpoint:8586- **List/Search**: 1 credit per result returned87- **Detail**: 1 credit per request (free if queried within 3 days)88- **Monitoring**: 1 credit per successful task creation; reads/settings are free. Cancellation does not refund credits.89- **Image submission**: free; result searches follow their own endpoint pricing.9091Prefer narrow queries before broad searches. If the user request is underspecified, clarify platform, region, time range, category, or target object before searching.9293## Core Workflow94951. Identify the target object: ad, product, TikTok Shop product, store, advertiser, app, or monitor task962. Clarify the platform and scope when missing: TikTok, Facebook, Meta Ad Library, region, time range, category, price band, or performance threshold973. Start with the relevant search/list tool to narrow the candidate set984. Use detail or analysis tools to inspect the most relevant candidates995. If the user wants ongoing tracking, use the monitor tools1006. If the user provides an image, use the AI image search workflow101102## Quick Reference103104| User intent | Recommended tools |105| --- | --- |106| Find trending ads | `search_ads`, `get_ad_detail` |107| Find products being heavily advertised | `search_products`, `get_product_detail` |108| Explore Meta Ad Library products | `search_adlibrary_products`, `get_adlibrary_product_detail` |109| Research TikTok Shop products or stores | `search_tiktok_products`, `get_tiktok_product_detail`, `search_tiktok_shops`, `get_tiktok_shop_detail` |110| Research advertisers, stores, or landing-page patterns | `search_advertisers`, `get_advertiser_detail`, `search_stores`, `get_store_detail` |111| Analyze store competition, creative hooks, or campaign patterns | Store Analysis tools |112| Search Meta Ad Library ads | `search_lib_ads`, `get_lib_ad_detail` |113| Check rankings for products, apps, or developers | Ranking tools |114| Search apps or app developers | `search_apps`, `get_app_detail`, `search_app_developers`, `get_app_developer_detail` |115| Search natural TikTok traffic videos | `search_natural_videos` |116| Create or manage monitoring | Ad Monitor tools + Monitor Groups & Notifications tools |117| Search by image similarity | AI Image Search tools |118119## Best Practices120121- Default to asking for platform if the user does not specify TikTok vs Facebook122- Ask for region and time range before broad searches whenever those constraints materially affect results123- Prefer search/list first, then detail, to avoid unnecessary credit usage124- For competitor analysis, identify the advertiser or store first, then drill into store analysis or monitor tools125- For monitoring operations, confirm the exact target if the user’s request is ambiguous126- For image search, always submit first, then poll status, then fetch summary/results127- When the user asks for “best” or “winning” ads/products, translate that into explicit metrics such as views, likes, duration, GMV, sales, or ranking filters128129## Available Tools (73 total)130131### Ad Spy132- `search_ads` — Search ad videos across TikTok and Facebook by keyword, region, platform, engagement metrics, ad spend, delivery days133- `get_ad_detail` — Get detailed info for a specific ad by video ID134135### Ad Products136- `search_products` — Search e-commerce products advertised on TikTok/Facebook137- `get_product_detail` — Get product detail including images, price, landing page, Shopify data138- `search_adlibrary_products` — Search Meta Ad Library products139- `get_adlibrary_product_detail` — Get Meta Ad Library product detail140141### TikTok Shop142- `search_tiktok_products` — Search TikTok Shop products by sales, GMV, price, trends143- `get_tiktok_product_detail` — Get TikTok Shop product detail144- `search_tiktok_shops` — Search TikTok Shop stores145- `get_tiktok_shop_detail` — Get TikTok Shop store detail146147### Advertisers & Stores148- `search_advertisers` — Search advertiser leaderboard149- `get_advertiser_detail` — Get advertiser detail150- `search_stores` — Search store ranking list151- `get_store_detail` — Get store detail by ID152153### Store Analysis (13 tools)154- `get_store_competition` — Competition analysis155- `get_store_data_analysis` — All-platform data analysis156- `get_store_play_cost` — Play cost statistics157- `get_store_region_analysis` — Regional ad distribution158- `get_store_ad_copy_analysis` — TikTok ad copy analysis159- `get_store_ad_schedule` — Ad campaign schedule160- `get_store_product_analysis` — Product analysis161- `get_store_rank_data` — Traffic ranking data162- `get_store_ad_trend` — Meta Ad Library ad trend163- `get_store_delivery_analysis` — Meta Ad Library delivery analysis164- `get_store_longest_run_ads` — Longest-running ad content165- `get_store_most_used_ads` — Most-used ad content166- `get_store_fb_pages` — Facebook advertiser pages167168### Meta Ad Library169- `search_lib_ads` — Search Meta Ad Library ads170- `get_lib_ad_detail` — Get ad detail by ID171172### Rankings173- `get_product_ranking` — Ad product ranking174- `get_new_product_ranking` — New product ranking175- `get_app_ranking` — Top apps ranking176- `get_new_app_ranking` — New apps ranking177- `get_app_dev_ranking` — App developers ranking178179### Apps180- `search_apps` — Search apps on TikTok/Facebook181- `get_app_detail` — Get app detail182- `search_app_developers` — Search app developers183- `get_app_developer_detail` — Get developer detail184185### Natural Traffic186- `search_natural_videos` — Search TikTok natural traffic videos187188### Ad Monitor (20 tools)189- `search_fb_advertisers` — Search Facebook advertisers for monitoring190- `create_monitor_task` — Create monitoring task191- `list_monitor_tasks` — List monitoring tasks192- `get_monitor_task_detail` — Task details193- `cancel_monitor_task` — Cancel task194- `get_monitor_board` — Dashboard overview195- `set_monitor_task_group` — Assign task to group196- `get_monitor_realtime_overview` — Real-time overview197- `get_monitor_daily_overview` — Daily overview198- `get_monitor_landing_pages_overview` — Landing pages overview199- `get_monitor_latest_products` — Latest products200- `get_monitor_product_list` — Product list201- `get_monitor_landing_page_list` — Landing page list202- `get_monitor_ad_count_stats` — Ad count statistics203- `get_monitor_deep_analysis` — Deep campaign analysis204- `get_monitor_most_used_copy` — Most-used ad copy205- `get_monitor_longest_run_copy` — Longest-running ad copy206- `get_monitor_ad_list` — Ad list207- `get_monitor_ad_detail` — Ad detail208- `get_monitor_product_stats` — Product statistics209210### Monitor Groups & Notifications211- `create_monitor_group` — Create group212- `list_monitor_groups` — List groups213- `update_monitor_group` — Update group214- `delete_monitor_group` — Delete group215- `get_monitor_notifications` — Get notification settings216- `save_monitor_notifications` — Save notification settings217218### AI Image Search (8 tools)219- `ai_search_submit_image` — Submit image for visual search220- `ai_search_image_status` — Check processing status221- `ai_search_image_summary` — Get result summary222- `ai_search_image_ads` — Search similar ads223- `ai_search_image_products` — Search similar products224- `ai_search_image_stores` — Search similar stores225- `ai_search_image_tiktok_products` — Search similar TikTok products226- `ai_search_image_tiktok_shops` — Search similar TikTok shops227228## Recommended Workflows229230### 1. Ad Research Workflow231232Use when the user wants to find winning creatives, trending campaigns, or competitor ads.2332341. Start with `search_ads`2352. Narrow by keyword, region, platform, delivery days, spend, or engagement filters2363. Inspect the strongest candidates with `get_ad_detail`2374. Summarize patterns such as hooks, offer angles, duration, or cross-region distribution238239### 2. Product Discovery Workflow240241Use when the user wants advertised products or product validation.2422431. Start with `search_products` or `search_adlibrary_products`2442. Filter by platform, views, timing, niche, or storefront characteristics2453. Use `get_product_detail` or `get_adlibrary_product_detail` for deeper analysis2464. Highlight pricing, landing page patterns, Shopify signals, and creative overlap247248### 3. TikTok Shop Workflow249250Use when the user asks for rising TikTok Shop products or stores.2512521. Use `search_tiktok_products` or `search_tiktok_shops`2532. Narrow by sales, GMV, price, category, or growth trend2543. Use `get_tiktok_product_detail` or `get_tiktok_shop_detail`2554. Summarize momentum, pricing, and store/product positioning256257### 4. Store / Competitor Analysis Workflow258259Use when the user wants to understand a store’s advertising behavior.2602611. Identify the store with `search_stores` or use a known store ID2622. Fetch baseline info with `get_store_detail`2633. Choose the right analysis tool based on the question:264 - competition → `get_store_competition`265 - product mix → `get_store_product_analysis`266 - region mix → `get_store_region_analysis`267 - copy patterns → `get_store_ad_copy_analysis`268 - campaign timing → `get_store_ad_schedule`269 - trend / longest-run / reuse → corresponding store analysis tools270271### 5. Meta Ad Library Workflow272273Use when the user explicitly wants Meta/Facebook Ad Library results.2742751. Start with `search_lib_ads` or `search_adlibrary_products`2762. Filter as tightly as possible2773. Use `get_lib_ad_detail` or `get_adlibrary_product_detail` for specific items278279### 6. Monitoring Workflow280281Use when the user wants ongoing tracking instead of one-time research.2822831. Identify the Facebook advertiser with `search_fb_advertisers`2842. Create a task using `create_monitor_task` with exactly one target list, such as `facebook_page_id_list`, containing 1–50 targets. Persistent monitoring supports Facebook advertisers and stores/websites, not TikTok campaigns.2853. Organize tasks with groups if needed2864. Review ongoing results via monitor overview, ad list, product list, landing page list, or deep analysis tools2875. Cancel tasks with `cancel_monitor_task` when the user no longer needs tracking288289### 7. AI Image Search Workflow290291Use when the user provides an image and wants visually similar ads, products, stores, or TikTok Shop items.2922931. Submit exactly one `image_url` (public HTTP/HTTPS) or `image_data` (Base64 bytes or image data URL, max 10 MiB) with `ai_search_submit_image`. The result is an image ID string.2942. Check processing state with `ai_search_image_status`. Continue when it returns `SEARCH_COMPLETED`; stop on `ANALYSIS_FAILURE` or `SEARCH_FAILURE`.2953. Read the overview with `ai_search_image_summary`2964. Fetch the matching result type:297 - ads → `ai_search_image_ads`298 - products → `ai_search_image_products`299 - stores → `ai_search_image_stores`300 - TikTok products → `ai_search_image_tiktok_products`301 - TikTok shops → `ai_search_image_tiktok_shops`302303## Monitor Task Notes304305The following tools modify remote state and should be used intentionally:306307- `create_monitor_task`308- `cancel_monitor_task`309- `set_monitor_task_group`310- `create_monitor_group`311- `update_monitor_group`312- `delete_monitor_group`313- `save_monitor_notifications`314315Before creating, updating, grouping, or deleting monitoring resources, make sure the advertiser, group, or notification target is clear.316317Notification switches use `1=enabled` and `2=disabled`. Do not blindly retry a timed-out creation: the upstream may already have created the task. Check existing tasks before attempting another write.318319## Usage Examples320321- "Search for trending TikTok ads about phone cases in the US"322- "Find Shopify products with over 100k views in the last 30 days"323- "Show me the top advertisers on Facebook this week"324- "Get store competition analysis for store ID c2d5b2547218a"325- "Create a monitor task for advertiser XYZ"326- "Search TikTok Shop products with rising sales in beauty category"327328## Scope329330This skill ONLY:331332- Calls the PipiAds API through the configured MCP server333- Searches and analyzes advertising intelligence data available through PipiAds334- Retrieves ads, products, stores, advertisers, apps, rankings, monitor data, and related analysis results exposed by PipiAds335- Sends image inputs only when the user explicitly requests image-based search336- Creates or manages monitoring resources only when the user explicitly asks for that outcome337338This skill NEVER:339340- Guarantees a product, ad, or store will be profitable341- Replaces general market research outside supported PipiAds data342- Scrape websites directly outside the PipiAds service343- Access local files unless the user explicitly provides an image for upload344- Send credentials other than the configured `PIPIADS_API_KEY`345- Assume broad default search scopes when key constraints are missing346- Use monitor-management tools unless the requested change is clear347348## Credits349350See Cost Awareness above for endpoint-specific charges. A successful MCP result includes the original API data as both JSON text and `structuredContent.data`.