diff --git a/CHANGELOG.md b/CHANGELOG.md
index 272f487..b5d73ff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -40,7 +40,7 @@
 - **[QuestieLearner - Learner-Only Spawn Isolation]** Fixed learner-only mode showing AscensionDB-curated coords instead of learner data. `GetNPC` now discards `npcDataOverrides` in learner mode (where `_Asc_MergeInto` had written curated coords), returning only the learner record. Three-mode spawn-merge semantics: learner uses learner data exclusively, auto fills gaps with learner while protecting curated spawns, static uses base DB only. Also hardened the object-spawn live-injection path with the same three-mode pattern using a new `AscensionOwnsObjectSpawns()` helper. Removed the `allowSpawnMerge` bypass that was the original hole letting learner coords leak into curated spawns in auto mode.
 - **[QuestieLearner - Kill Position Attribution]** Fixed the learner recording the local player's position for other players' kills. `OnCombatLogEvent` now only calls `GetCurrentPlayerPosition()` for credited kills (your own kills or mobs you damaged within 60 seconds). Non-credited party/raid kills still update the NPC's learned name and zone but no longer pollute the spawn map with the wrong coordinates.
 - **[QuestieLearner - Area 52 Compat]** Fixed `HasQuestReferences` crashing with `attempt to index local 'entry' (a number value)` on Area 52. Some quest records store `qData[2][3]` as a flat number instead of a table-of-tables; the inner loop now normalizes with a type check before comparing.
-- **[Tooltip - Remove Misleading Source Line]** Removed the `Source:` attribution line from both world-map pin tooltips and unit/object hover tooltips. Per-pin provenance tracking across static DB, AscensionDB plugin, learner, and comms would require changing every spawn registration site; until that infrastructure exists the label was misleading.
+- **[Tooltip - Learner Spawn Data in Tooltips]** Added learner spawn data to NPC tooltips: learned spawn position (from the most-visited GUID), total distinct spawns learned, and total kills recorded. Shown on both unit hover tooltips (via `Tooltip.lua`) and world-map pin tooltips (via `MapIconTooltip.lua`). The old `Source:` attribution line was removed since per-pin provenance tracking would require changing every spawn registration site; the learner data lines are factual (they show what was recorded) rather than attributing a source.
 
 ### Tooltip
 
diff --git a/Modules/Tooltips/MapIconTooltip.lua b/Modules/Tooltips/MapIconTooltip.lua
index 31420c3..305da63 100644
--- a/Modules/Tooltips/MapIconTooltip.lua
+++ b/Modules/Tooltips/MapIconTooltip.lua
@@ -69,7 +69,36 @@ local DEFAULT_WAYPOINT_HOVER_COLOR = { 0.93, 0.46, 0.13, 0.8 }
 
 local lastTooltipShowTimestamp = GetTime()
 
-local function _GetWorldMapTooltipSourceLine()
+local function _GetWorldMapTooltipSourceLine(pinData)
+    -- Show learner spawn data for the hovered map icon when available.
+    local id = pinData and pinData.Id
+    if not id then return nil end
+    local npcId = math.abs(id)
+
+    local QuestieLearner = QuestieLoader:ImportModule("QuestieLearner")
+    if not QuestieLearner or not QuestieLearner.IsEnabled or not QuestieLearner:IsEnabled() then
+        return nil
+    end
+
+    local learnedNpc = QuestieLearner.data and QuestieLearner.data.npcs and QuestieLearner.data.npcs[npcId]
+    if not learnedNpc then return nil end
+
+    local guidSpawns = learnedNpc[8]
+    local bestX, bestY, bestCount = nil, nil, 0
+    if guidSpawns then
+        for uid, entry in pairs(guidSpawns) do
+            local c = tonumber(entry.count) or 1
+            if c > bestCount then
+                bestCount = c
+                bestX = entry.x
+                bestY = entry.y
+            end
+        end
+    end
+
+    if bestX and bestY then
+        return string.format("|cFF808080Learned spawn (%.1f, %.1f) from %d kills|r", bestX, bestY, bestCount)
+    end
     return nil
 end
 
@@ -721,7 +750,7 @@ function MapIconTooltip:Show()
             end
         end
 
-        self:AddLine(_GetWorldMapTooltipSourceLine(), 0.55, 0.55, 0.55)
+        self:AddLine(_GetWorldMapTooltipSourceLine(self.data), 0.55, 0.55, 0.55)
     end
     Tooltip:_Rebuild() -- we separate this so things like MODIFIER_STATE_CHANGED can redraw the tooltip
     Tooltip:SetFrameStrata("TOOLTIP");
diff --git a/Modules/Tooltips/Tooltip.lua b/Modules/Tooltips/Tooltip.lua
index 58e5387..f6581eb 100644
--- a/Modules/Tooltips/Tooltip.lua
+++ b/Modules/Tooltips/Tooltip.lua
@@ -547,14 +547,74 @@ elseif key:sub(1,2) == "o_" then
         end
     end
 
-    local sourceLine = _GetTooltipSourceLine(key)
-    if sourceLine then
-        tinsert(tooltipLines, sourceLine)
+    -- Append learner spawn data when the learner has recorded this NPC.
+    local learnerLines = _GetLearnerTooltipLines(key)
+    if learnerLines then
+        for _, line in ipairs(learnerLines) do
+            tinsert(tooltipLines, line)
+        end
     end
 
     return tooltipLines
 end
 
+local function _GetLearnerTooltipLines(key)
+    -- key format: "m_<npcId>" for NPCs, "o_<objectId>" for objects, "i_<itemId>" for items
+    local prefix = key:sub(1, 2)
+    local id = tonumber(key:sub(3))
+    if not id then return nil end
+
+    local QuestieLearner = QuestieLoader:ImportModule("QuestieLearner")
+    if not QuestieLearner or not QuestieLearner.IsEnabled or not QuestieLearner:IsEnabled() then
+        return nil
+    end
+
+    local learnedNpc = QuestieLearner.data and QuestieLearner.data.npcs and QuestieLearner.data.npcs[id]
+    if not learnedNpc then return nil end
+
+    local lines = {}
+    local guidSpawns = learnedNpc[8]
+    local spawnList = learnedNpc[7]
+
+    -- Count total distinct spawn points
+    local totalSpawns = 0
+    if spawnList then
+        for _ in pairs(spawnList) do totalSpawns = totalSpawns + 1 end
+    end
+
+    -- Find the most-visited spawn (highest count in guidSpawns)
+    local bestUID, bestX, bestY, bestCount = nil, nil, nil, 0
+    if guidSpawns then
+        for uid, entry in pairs(guidSpawns) do
+            local c = tonumber(entry.count) or 1
+            if c > bestCount then
+                bestCount = c
+                bestUID = uid
+                bestX = entry.x
+                bestY = entry.y
+            end
+        end
+    end
+
+    if bestX and bestY then
+        tinsert(lines, string.format("  |cFF808080Learned spawn|r (|cFFFFFFFF%.1f, %.1f|r) |cFF808080from %d kills|r", bestX, bestY, bestCount))
+    end
+
+    if totalSpawns > 0 then
+        tinsert(lines, string.format("  |cFF808080Total spawns learned|r |cFFFFFFFF%d|r", totalSpawns))
+    end
+
+    local mc = tonumber(learnedNpc.mc) or 0
+    if mc > 0 then
+        tinsert(lines, string.format("  |cFF808080Total kills recorded|r |cFFFFFFFF%d|r", mc))
+    end
+
+    if #lines > 0 then
+        return lines
+    end
+    return nil
+end
+
 _InitObjectiveTexts = function(objectivesText, objectiveIndex, playerName)
     if (not objectivesText) then
         objectivesText = {}