{"uid":"cap_jCd7qZCZrm-c_lVUC0Sz8","slug":"bluesky-engagement-drivers-analyzer-f97ce9fe","name":"Bluesky Engagement Drivers Analyzer","description":"Auto-generated REST API matching active Model Context Protocol (MCP) tools.","url":"https://api.naco.li/v1/getEngagementDrivers","method":"POST","headers":{},"bodySchema":{"type":"object","required":["author"],"properties":{"limit":{"type":"integer"},"author":{"type":"string"},"endTime":{"type":"string"},"platform":{"type":"string"},"startTime":{"type":"string"}}},"responseSchema":{"type":"object","required":["author","drivers","twitterPostCount"],"properties":{"author":{"type":"string"},"drivers":{"type":["null","array"],"items":{"type":"object","required":["topic","avgEngagement","correlation","postCount","samplePosts"],"properties":{"topic":{"type":"string"},"postCount":{"type":"integer"},"correlation":{"type":"number"},"samplePosts":{"type":["null","array"],"items":{"type":"string"}},"avgEngagement":{"type":"number"}},"additionalProperties":false}},"twitterPostCount":{"type":"integer"}},"additionalProperties":false},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.2","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.2/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.2","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.2","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LJKoEtdK8X8d5E7Bu-Tak","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.2","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes a Bluesky author's post history to identify which topics and content types drive the highest engagement, returning ranked drivers with correlation scores and sample posts.","exampleAgentPrompt":"Look up the top engagement drivers for the Bluesky account @nym.bsky.social — show me up to 10 topics and limit the analysis to posts from January 1 2025 to June 1 2025.","exampleUseCases":[{"title":"Creator content strategy optimization","prompt":"What topics and themes get the most engagement for @paulg.bsky.social on Bluesky? Give me up to 15 drivers from the past 6 months so I can see what's working for them."},{"title":"Competitor benchmarking for a brand","prompt":"Analyze the engagement drivers for @techcrunch.bsky.social between March 1 2025 and May 31 2025 — I want to know which content topics correlate most strongly with high engagement so we can benchmark against them."},{"title":"Influencer vetting for a campaign","prompt":"Before we partner with @skateboarding.bsky.social, can you pull their top 5 engagement drivers on Bluesky over the last 3 months? I want to see what content actually resonates with their audience."}],"resultDescription":"Returns the author handle alongside an array of engagement driver objects, each containing a topic label, average engagement score, correlation coefficient, post count, and sample post URIs — ranked by engagement impact. The drivers array may be null if insufficient data exists for the author.","failureModes":["Author handle not found or invalid — empty or null drivers array returned","Author has insufficient post history for meaningful correlation analysis — null drivers","Time range too narrow — fewer drivers returned or null result","Rate limiting or payment failure via x402 protocol — 402 response requiring USDC payment","Platform parameter mismatch if non-Bluesky platform specified — may return empty results"],"whenToPreferThis":"Use this endpoint when you need to understand what content topics and themes drive engagement for a specific Bluesky author, particularly for competitive analysis, influencer vetting, or content strategy research. Prefer this over generic social analytics tools when working specifically in the Bluesky/AT Protocol ecosystem and needing topic-level correlation data rather than raw post metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:44:11.153Z","isFirstParty":false}