Social Commerce Platforms

We cover all major social commerce platforms: TikTok Shop (US, UK, Southeast Asia), Instagram Shopping, Facebook Shops, Pinterest Shopping, YouTube Shopping, Snapchat Store, WhatsApp Shops (India and Brazil), Xiaohongshu (Little Red Book), WeChat Mini Programs, and Pinduoduo's social group buying features. Coverage includes both product listing data and where accessible, live stream shopping event data.

Yes. For TikTok Shop and Xiaohongshu live streams, we extract real-time viewer counts, products featured during the stream, flash sale prices activated during streams, units sold counters where visible, and influencer account data. Post-stream, we capture the full product list shown, final sold counts, and peak price points. This data is invaluable for understanding which products sell best in live commerce contexts.

We build influencer-to-product graphs by monitoring the tagged products in creator posts, affiliate link structures, TikTok Shop affiliate product lists, and LTK and ShopMy storefronts. For each influencer, we track their full promoted product history, the estimated engagement per post, and the price movements on promoted products after a post goes live — giving you a measure of actual influencer conversion impact.

Yes. Our virality detection model monitors engagement velocity — the rate of likes, shares, comments, and saves in the first hours after posting — and flags content that exhibits early viral growth patterns. Historically, products that trigger our virality threshold within 6 hours of posting go on to see a 10x or greater increase in search volume within 72 hours. This early signal gives brands and retailers time to prepare inventory and pricing.

Yes. TikTok Shop's affiliate program commission rates are publicly visible on the seller side and inferable on the creator side. We extract product commission percentages, minimum creator follower requirements, and commission tier structures where visible. This data helps brands benchmark their affiliate program competitiveness against rivals targeting the same creator audience.

Live stream data is ephemeral by nature — once a stream ends, historical metrics are often reduced or removed by the platform. Our system captures data continuously during active streams and stores it permanently in your dataset. Post-stream product performance data (sold counts, revenue estimates, peak viewer numbers) is archived at stream end before the platform aggregates or removes the granular data.

TikTok employs aggressive anti-bot measures including device fingerprinting, behavioral analysis, and rate limiting. Our infrastructure uses residential proxy networks with geo-targeted rotation, browser-level fingerprint randomization, and human-like interaction patterns to maintain reliable access. We also leverage TikTok Shop's seller-facing and affiliate-facing interfaces where product and commission data is structured and more accessible than consumer-facing content. Our success rate on TikTok data extraction exceeds 97% across all target markets.

Yes. We build unified creator profiles that link the same influencer across TikTok, Instagram, YouTube, Pinterest, and Xiaohongshu using name matching, bio link correlation, and content fingerprinting. This gives you a single view of a creator's total reach, engagement, and product promotion activity across all platforms — critical for evaluating influencer partnerships where creators distribute content across multiple channels simultaneously.

Traditional ecommerce is search-driven — consumers know what they want and search for it on Amazon or Google. Social commerce is discovery-driven — consumers encounter products through content, creators, and algorithmic recommendations while browsing social media. This fundamental difference means products succeed in social commerce based on visual appeal, storytelling, and social proof rather than search optimization and review volume. The purchase journey is shorter and more impulsive, often completing within the same app where discovery occurred.

Engagement rate measures the level of audience interaction with a piece of content relative to the creator's reach or follower count. It is typically calculated as total engagements (likes, comments, shares, and saves) divided by total impressions or follower count, expressed as a percentage. For social commerce specifically, engagement rate is a leading indicator of conversion potential — content with engagement rates above 5% on product posts tends to drive significantly higher click-through and purchase rates than content below 2%.

TikTok's For You Page algorithm evaluates content based on completion rate, re-watches, shares, comments, and engagement velocity in the first hours after posting. Unlike Instagram where follower count heavily influences reach, TikTok can surface content from any creator to millions of users if it performs well in initial testing pools. This means a product showcased by a small creator can go viral overnight, creating sudden demand spikes. Brands monitoring social commerce need real-time detection of these viral moments to capitalize on demand before inventory runs out.

The creator economy refers to the ecosystem of independent content creators who monetize their audiences through advertising, sponsorships, affiliate commissions, and direct product sales. It encompasses over 200 million creators globally, with the market valued at over $250 billion. In social commerce specifically, creators serve as distribution channels — their product recommendations and endorsements drive a growing share of online purchases, particularly among Gen Z and millennial consumers who trust creator opinions more than traditional advertising.

Shoppable content is any social media post, video, or live stream that includes embedded product links allowing viewers to purchase items directly without leaving the platform. Short-form videos (15-60 seconds) on TikTok and Instagram Reels currently deliver the highest conversion rates for social commerce, followed by live stream shopping events and carousel posts with product tags. The key success factor is seamless integration of the product into entertaining or educational content rather than presenting it as a traditional advertisement.

Social proof — visible signals like likes, comments, share counts, user-generated reviews, and creator endorsements — is the primary driver of purchasing decisions in social commerce. Products with high engagement counts appear more desirable and trustworthy. On TikTok Shop, items labeled as 'trending' or showing high sold counts receive disproportionately more clicks. Studies show that products promoted by creators with genuine audience trust convert at 3-5 times the rate of identical products promoted through traditional paid advertising.