Compare Product Traction
Find products matching [keywords] in [market]. Compare their sales trends over the last 28 days, separating recent sales from lifetime totals.
fastmoss_mcp
FastMoss MCP AI Employee
Leina connects to FastMoss MCP to help you compare product traction and shortlist creators. Ask in your team chat. Leina does the work and brings back the result.
Connect FastMoss MCP, choose what to share, and hand off your first task.
Leina + FastMoss MCP Example Result
You
Find skincare creators in the US and compare their audiences with our target: women aged 25–34.
Leina
I compared the available audience profiles and separated the closer match from the one that needs more review.
FastMoss · Creator shortlist
Skincare
Compare location, gender, and age separately before outreach.
- Creator A
- US audience leads; women and ages 25–34 lead their respective breakdowns.
- Creator B
- Audience skews younger; review suitability before outreach.
What Is a FastMoss MCP AI Agent?
A FastMoss AI agent can compare product sales trends and check whether a creator’s audience matches your target market.
You specify the source and the destination. Leina uses the content available to your connection and returns the result for you to review.
FastMoss MCP
FastMoss provides TikTok Shop product, creator, and market research data.
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Describe the audience
Name the market, category, and people you want to reach.
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Compare creators
Review the available audience distributions.
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Build the shortlist
Explain which profiles fit and where evidence is missing.
What to Ask Leina to Do with FastMoss MCP
Copy a prompt, add your details, and send it to Leina in your connected team chat.
Check Creator Audience Fit
Find creators in [niche] and [region]. Compare their audiences with [target audience] and explain the strongest matches.
fastmoss_mcp
Your next FastMoss MCP task can start with a message.
Connect. Ask. Get the Result.
Tell Leina what you need in your team chat. Include the source, destination, and expected result.
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Connect Your Account
Connect the tools involved and give Leina access to the content it needs.
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Try a Task
Share the source material, say where the result belongs, and describe what you need.
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Check the Result
Review the result and any changes in the connected app.
Put Leina to Work in FastMoss MCP
Hand off these everyday tasks to your AI employee.
Ad Data Overview
Use when the user has a video_id and wants ad spend, ROAS, play, engagement, follower, and commerce performance over a date range.
Ad Search
Use when the user wants active ad creatives or needs to filter ads by country, category, landing page, spend, ROAS, plays, or run days. Returns ad, creator, shop, products, and performance sections.
Agency Creator Analysis
Use when the user wants agency creator structure, follower tiers, and individual collaborators. Returns distributions and a paginated creator list.
Agency Product Analysis
Use for agency product-category and price-band structure. Use agency_product_list for individual products.
Agency Product List
Use when the user wants individual products promoted through an agency. Supports category, price, period, sorting, and pagination.
Agency Profile Overview
Use when the user wants an agency profile, historical performance, and recent 7/28/90-day data overview.
Agency Rank Top
Use when the user wants leading MCN agencies in a market. Returns weekly or monthly agency rankings and period performance.
Agency Search
Use when the user has an agency name or market clue but no agency_id. Returns matching agencies and recent 7-day performance.
Agency Shop Analysis
Use when the user wants agency collaborating-shop totals and individual shop performance.
Credit Usage Summary
Use after first-time login or authorization to verify auth and show the account's current FastMoss MCP credit usage summary. Takes no arguments.
Fastmoss Detail Url Examples
Use when the AI needs FastMoss detail-page links. Takes no arguments and returns product, creator, shop, video, and live URL templates.
Search Category By Words
Use when the user knows a product/category term but does not have the category_id yet. Returns matched TikTok product category IDs and Chinese category paths.
Search Fastmoss Documents
Use when the user asks about FastMoss rules, features, terms, or operations rather than real-time business data. Returns knowledge snippets and documents.
Creator Cargo Summary
Use when the user wants a creator video-vs-live selling split and main promoted categories.
Creator Data Trends
Use when the user asks about creator follower, engagement, or commerce trends. Select field_type; returns daily series and period totals.
Creator Fans Distribution
Use when the user wants to check whether a creator audience matches a target market. Returns age, gender, location, and top segments.
Creator Product List
Use when the user wants a creator showcase product list. Returns product GMV, units sold, category, price, commission, shop info, and time_range_days.
Creator Profile Overview
Use when the user wants a creator snapshot or partnership check. Returns profile and performance_overview; GMV/rankings are mostly historical cumulative, so use creator_search day28_gmv for current activity.
Creator Rank Top Ecommerce
Use when the user wants top ecommerce creators. Returns creator and ranking_metrics; date_value is returned as YYYY-Www for weekly rankings.
Creator Rank Top Growth
Use when the user wants fast-growing creators. Returns creator and growth_metrics; date_value is returned as YYYY-Www for weekly rankings.
Creator Rank Top Potential
Use when the user wants creators with ecommerce potential. Returns creator, potential_metrics, and audience_summary; date_value is returned as YYYY-Www for weekly rankings.
Creator Search
Use when the user has no UID and provides a nickname, keyword, niche, or region. Returns creator, commerce_summary, and audience_summary; day28_gmv is the key current-activity metric for tiering; has_email as a boolean, not the email address itself.
Creator Video Analysis
Use when the user wants creator content direction, tags, and selling videos. Returns video_tag_summary and video_list with interaction_rate_percent and linked_products so the model does not confuse video performance with product performance.
Live Detail Analysis
Use when the user wants one live session info, creator, key performance, and category breakdown.
Live Products List
Use when the user wants products sold in a live session or high GMV/units within this live session. Returns live_units_sold, live_gmv, commission_rate_percent, sales_timeline only when pagesize <= 10, and shop_cumulative_units_sold.
Live Search
Use when the user has no room_id and provides a live title, host, or shop. Returns live, creator, and performance_summary.
Market Category Analysis
Use when the user wants category size, growth, competition, or opportunity. analysis_type basic_metrics returns category, scale_metrics, growth_metrics, concentration_metrics; sales_trends returns trend_series; price_distribution returns sales_price_distribution with left-open right-closed price bands and sub_category_units_sold_total.
Market Category Author Sales Matrix
Use when the user wants category sales contribution by creator follower_tier. Returns creator_count, category_gmv, gmv_share_percent, units_sold, and avg_creator_gmv.
Market Category Ranking
Use when the user wants category ranking, growth, or concentration. Returns ranking_scope and ranked_categories; no category_id means level-1 category ranking, and a level-1 category_id means level-2 subcategory ranking.
Product Category Info
Use when the user needs the product category tree or category levels. Prefer search_category_by_words for natural-language category terms.
Product Creator Analysis
Use when the user wants who sells a product or the creator structure. Returns creator_summary with follower_tier_distribution and creator_category_distribution, plus linked_creators with creator, product_contribution, creator_cumulative_performance, and audience_summary.
Product Detail Info
Use when the user wants product basics, shop, price, rating, logistics, images, or ad status. Returns product and shop; detail_url points to TikTok.
Product Investment
Use when the user asks about product ads, spend, ROAS, or daily paid-traffic changes. Returns ad_performance_summary and daily_ad_performance_trend; ad_gmv is ad-attributed.
Product Overview
Use when the user wants product channel attribution, lifecycle/momentum, or ad-vs-organic structure. Returns period_summary, daily_trend, ads_distribution, channel_distribution, and content_distribution.
Product Rank New Listed
Use when the user wants recently listed hot products. Returns FastMoss new-product ranking, first_3d_gmv/units_sold, and total_gmv/units_sold; new means listed within 30 days.
Product Rank Top Selling
Use when the user wants bestsellers or top products. Returns period_gmv/units_sold, total_gmv/units_sold, and units_sold_growth_rate_percent.
Product Review List
Use when the user wants product reviews or buyer feedback. Returns review list and count; supports time_range_days and rating/create_time/review_id sorting.
Product Sales Trend
Use when the user wants a product GMV/units trend or traction check. Returns period_summary and daily_trend with period_gmv, period_units_sold, daily_gmv, and daily_units_sold.
Product Search
Use when the user has no product_id and provides a name, keyword, price band, category, bestseller clue, or new-product clue. Returns product, sales_summary, distribution_summary, and shop.
Product Sku
Use when the user wants SKU sales share, inventory share, or SKU health. Returns SKU-level sales and inventory shares.
Product Video List
Use when the user wants videos selling a product, high-play videos, or paid-vs-organic video traffic. Filter with is_ad; returns GMV, plays, video_desc, and fastmoss_url.
Shop Base Info
Use when the user wants a shop snapshot, store type, rating, or profile. Returns cumulative GMV/units, ranks, age, product count, and creator/video/live counts.
Shop Creator Analysis
Use when the user wants shop collaborators, creator tiers, or video-vs-live selling structure. Returns creator list and distributions.
Shop Data Trends
Use when the user wants recent shop GMV, units, creator, live, video, or active-product trends. Returns daily trends.
Shop Investment Analysis
Use when the user asks about shop ads, spend, ROAS, ad GMV, or promoted assets. Returns ad estimates and daily changes.
Shop Live Analysis
Use when the user wants shop live performance, shop-live vs affiliate-live structure, or live sessions.
Shop Product Analysis
Use when the user wants shop categories, price bands, product mix, or product details. Returns distributions and product list.
Shop Rank Top Selling
Use when the user wants top shops in a market or category. Returns shop ranking and ecommerce metrics.
Shop Sale Analysis
Use when the user wants shop sales by short video, live, product card, creator, or self-operated channels. Returns channel_distribution and content_distribution.
Shop Search
Use when the user has no seller_id and provides a shop name, keyword, or region. Returns matching shops.
Shop Video Analysis
Use when the user wants shop selling videos, video performance, or ad status.
Video Data Trends
Use when the user wants one video play, like, comment, or share trends. Returns daily interaction trends.
Video Detail Analysis
Use when the user wants one video basics, plays, engagement, interaction rate, IPM, and linked products.
Video Script Info
Use when the user wants video subtitles or line-by-line spoken copy. Returns start/end time and text; empty subtitles can fall back to video_desc.
Video Search
Use when the user has no video_id and provides video keywords, title, or creator. Returns matching videos.
List Tools
Discover current FastMoss MCP tools, live argument schemas and behavior annotations for TikTok Shop product, creator, shop, advertising, agency and market research.
Call Tool
Call any current FastMoss MCP tool after inspecting list_tools. Arguments must match the live schema. Calls may consume FastMoss Credits; inspect behavior annotations before invoking newly added tools.
More Tools for Your AI Employee
Connect the Apps your work depends on, and give Leina the context to carry the task forward.
Keep the Conversation Moving. Let Leina Pick Up the Work.
Hand off a task while your team is discussing it. Leina uses your connected tools and brings the result back to the conversation.
See How Leina Works in SlackLeinaExample Result I compared the available audience profiles and separated the closer match from the one that needs more review.
Skincare
FastMoss MCP + Leina: Your Questions, Answered
Can I compare creator audiences?
Yes. Available age, gender, and location breakdowns help assess audience fit.
Are all market records available to my account?
Access, data coverage, and credit usage depend on your FastMoss account.
Make Leina Your FastMoss MCP AI Employee
Start with one task you already need to do. Tell Leina what a finished result should look like.
Connect FastMoss MCP, choose what to share, and hand off your first task.