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Instagram datasets for ML: schema, use cases, buy vs build tradeoffs, provider comparison (DataLikers, Bright Data, Apify). How to evaluate before buying.

Install an Instagram MCP server for Claude Desktop or Cursor. Natural-language Instagram queries, no integration code. Setup, examples, and pricing.

Stop getting blocked when scraping Instagram. Use a managed API instead of proxies and signed-request reverse engineering. Cost comparison, code examples.

Compare the best Instagram data APIs in 2026. Pricing, features, datasets, and MCP integration for developers and data teams.

Compare DataLikers and Apify for Instagram and TikTok data. Cache API vs scraper actors, pricing, MCP server, and datasets.

DataLikers vs Bright Data for Instagram: pay-per-request API vs enterprise dataset subscription. Price, compliance, and when to use each.

DataLikers vs EnsembleData: Instagram-focused per-request API vs multi-platform subscription with daily units. Pricing, scope, and code examples compared.

DataLikers vs HikerAPI: Instagram data APIs from the same team, optimized for different buyers. Compare endpoints, MCP server, datasets, and pricing.

DataLikers — Instagram and TikTok data platform for data scientists and AI builders. Cache API + Datasets + MCP server for Claude. 100 free API requests on signup.

DataLikers Affiliate Program. Up to 40% lifetime commission on referred users. Minimum payout 20 USDT (TRC-20 / ERC-20). Unlimited referrals, lifetime attribution.

DataLikers Privacy Policy. How we collect, use, and protect your personal data.

DataLikers Refund Policy. How to request a refund for unused API credits.

DataLikers Terms of Service. Rules and guidelines for using the Instagram and TikTok data API.