Onchain Analogy Report - Social → Conversion Evidence
This report maps AP Collective's social distribution activity - posts, impressions, and smart engagement - against real onchain behaviour across four partner projects. Each chart overlays our social output with the corresponding onchain metric to demonstrate that community narratives created by APC creators translate directly into measurable blockchain activity. All projects are anonymised as Project A through D.
Project A is an NFT mint campaign. Over a 2-day window, APC creators distributed content at scale. The charts below correlate post timing and impression reach against mint volume - demonstrating that the spike in minting activity directly follows our content waves.
Each surge in creator posts is followed within the same 4-hour window by a corresponding mint spike. The yellow line tracks APC post cadence - the bars confirm wallet-level conversion. Highest mint volume recorded in the 4pm–8pm slot on launch day, coinciding with peak posting activity.
Cumulative impression reach is plotted against mint volume to show that broader audience exposure directly preceded wallet activity. The 170K+ impression peak preceded a 2,200+ mint window - a clear funnel from social reach to onchain action.
Project B is a gaming ecosystem presale running over a week-long window. APC KOL posts are overlaid on daily ticket sales, transaction counts, and RON volume. The data shows that on days with the highest post counts, all three onchain metrics spiked simultaneously - with the inverse also true on quiet posting days.
APC post activity (line) vs. daily ticket sales (bars). Launch day peak of ~60K tickets coincides with 264 posts. Sales decay tracks post decay exactly.
Transaction count mirrors the post curve closely. 1,800 transactions on day one declining proportionally as post frequency drops - showing social-driven wallet behaviour.
RON received follows the same wave - with a late-campaign resurgence matching a secondary content push, confirming re-engagement loops driven by our distribution.
Project C is a DeFi token campaign tracked over a 3-week period. APC creator content is correlated against the token's trading volume on a DEX aggregator (Valiant) and number of on-chain transactions. Smart engagement - a quality-weighted engagement metric - is used as a proxy for meaningful audience reach rather than raw impressions, proving that depth of content drove real buying intent.
Smart engagement captures high-quality audience interactions from financially active wallets. The volume spike in the Jan 4–6 window coincides precisely with the highest smart engagement cluster of the campaign. This is not incidental - deep content from credible voices drives informed buys, and the data bears it out cleanly.
Total tweet count from APC creators is plotted against token volume. The Jan 4–6 posting surge corresponded with the peak volume period, confirming raw distribution amplified market activity alongside smart engagement quality. Both signals peaked together - not a coincidence.
Daily smart engagement is overlaid against the number of on-chain transactions for the token. The Jan 6 peak in smart engagement directly precedes and aligns with the highest TX count in the campaign window. Sustained engagement levels through early January maintained elevated transaction volumes, validating that quality content from APC kept the token top-of-mind for active DeFi participants.
Project D is a DeFi protocol with both trading volume and TVL (Total Value Locked) as onchain health metrics. APC creator activity is correlated against these two distinct signals - volume tracks real-time trading intent, while TVL tracks sustained conviction and protocol confidence. The data covers a two-week window in August–September 2025.
Daily post count from APC creators is mapped against the token's DEX trading volume. Volume spikes on Aug 23–24 align with periods of elevated posting frequency, indicating that content pushes translated directly into market activity and new wallet inflows.
Smart engagement is a quality signal - it filters for financially active, credible audience interactions. Days with higher smart engagement consistently show elevated volume, even outside major post pushes, suggesting APC's high-quality audience is the driver of sustained buying pressure.
TVL is the strongest signal of long-term protocol conviction - users locking funds are not trading, they are committing. Cumulative impression reach from APC content grew alongside TVL growth, demonstrating that persistent narrative presence built protocol confidence that materialised as locked capital. TVL grew from $2.87M to $7.25M over the campaign window.
As APC creators accumulated smart engagement over the campaign window, TVL grew in lockstep - confirming that the quality of audience reached, not just volume of posts, drove long-term protocol conviction. The parallel growth curves from Aug 19 to Sep 1 make a compelling case that sustained high-quality content directly translated into capital commitment.