| API model | Single first-party, normalized social API | Marketplace of thousands of independent third-party APIs |
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| Normalized schema | One JSON shape across all platforms | Each listing has its own schema; you normalize |
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| Platforms | TikTok, Instagram, YouTube, Reddit, X/Twitter, Threads, LinkedIn | Many social listings exist, but coverage and quality vary by vendor |
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| Catalog breadth | Focused on social-media data only | Far broader — finance, weather, sports, web scraping, telecom and more |
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| Pricing | Usage-based, single account | Per-listing plans (BASIC/PRO/ULTRA/MEGA) set by each vendor; one unified bill |
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| Billing relationship | One vendor, one contract | One key and one bill, but many underlying third-party providers |
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| Setup | No scrapers, proxies, actors, platform keys or approval | No scrapers to manage, but you wire up and maintain each separate listing |
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| Stability | Consistent endpoints maintained by one provider | Listings/plans can be deprecated or removed by their publishers |
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| Built for AI agents | Agent-ready, MCP-friendly, consistent across calls | Discovery/testing console; not purpose-built for agent workflows |
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