diff --git a/domains/internet-finance/polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md b/domains/internet-finance/polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md
index 21ff3fb61..f0954e4e8 100644
--- a/domains/internet-finance/polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md
+++ b/domains/internet-finance/polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md
@@ -51,6 +51,12 @@ The emerging circuit split (Fourth and Ninth Circuits pro-state, Third Circuit p
 
 Kalshi raised at $22 billion valuation on March 19, 2026, just 12 days after Polymarket's reported $20 billion valuation target. The near-parity valuations confirm the duopoly structure with both platforms achieving similar market recognition.
 
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46]] | Added: 2026-03-26*
+
+Kalshi trading at $18.6B valuation pre-IPO with $110M monthly revenue, while Polymarket projected to match that revenue at $15.77B valuation. The valuation convergence despite different regulatory paths (Kalshi regulated, Polymarket crypto-native) confirms duopoly structure with complementary models.
+
+
 
 Relevant Notes:
 - [[Polymarket vindicated prediction markets over polling in 2024 US election]]
diff --git a/domains/internet-finance/prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md b/domains/internet-finance/prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md
index 1e76a703a..da241b245 100644
--- a/domains/internet-finance/prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md
+++ b/domains/internet-finance/prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md
@@ -32,6 +32,12 @@ This does not mean decision markets are failing — MetaDAO's $57.3M AUF and gro
 
 ---
 
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46]] | Added: 2026-03-26*
+
+Polymarket projected 30-day revenue jumping from $4.26M to $172M (40x increase) and Kalshi doing $110M/month demonstrates prediction market scale. This revenue growth is driven by fee expansion from ~0.02% to ~0.80% across Finance, Politics, Economics, Sports categories, showing prediction markets achieving massive commercial scale while decision markets remain experimental.
+
+
 Relevant Notes:
 - [[Polymarket vindicated prediction markets over polling in 2024 US election]]
 - [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]]
diff --git a/inbox/queue/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46.md b/inbox/queue/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46.md
index d4a1c4b53..dea062e2b 100644
--- a/inbox/queue/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46.md
+++ b/inbox/queue/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46.md
@@ -7,10 +7,14 @@ url: "https://x.com/jussy_world/status/2037178019631259903?s=46"
 date: 2026-03-26
 domain: internet-finance
 format: social-media
-status: unprocessed
+status: enrichment
 proposed_by: "@m3taversal"
 contribution_type: source-submission
 tags: ['telegram-shared', 'x-tweet', 'market-analysis', 'crypto-infra']
+processed_by: rio
+processed_date: 2026-03-26
+enrichments_applied: ["prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md", "polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 # @jussy_world — Tweet/Thread
@@ -30,3 +34,11 @@ Note: That's assuming if volume holds but even at half, the gap to Kalshi's
 valuation looks interesting
 
 Based on fees expanding from ~0.02% to ~0.80% across Finance, Politics, Economics, Sports and more
+
+
+## Key Facts
+- Polymarket projected 30-day revenue: $4.26M → $172M (March 2026)
+- Kalshi monthly revenue: $110M (March 2026)
+- Kalshi pre-IPO valuation: $18.6B (March 2026)
+- Polymarket valuation: $15.77B (March 2026)
+- Polymarket fee expansion: ~0.02% → ~0.80% across Finance, Politics, Economics, Sports