diff --git a/doc/pending.txt b/doc/pending.txt
index 7270c8e..5bc8c37 100644
--- a/doc/pending.txt
+++ b/doc/pending.txt
@@ -354,6 +354,8 @@ Default buffer-local keys: ~
     `O`           Insert a new task line above (`open_line_above`)
     `<C-a>`       Increment priority (clamped at `max_priority`) (`priority_up`)
     `<C-x>`       Decrement priority (clamped at 0) (`priority_down`)
+    `g<C-a>`      Increment priority for visual selection (`priority_up_visual`)
+    `g<C-x>`      Decrement priority for visual selection (`priority_down_visual`)
     `J`           Move task down within its category (`move_down`)
     `K`           Move task up within its category (`move_up`)
     `zc`          Fold the current category section (requires `folding`)
diff --git a/lua/pending/config.lua b/lua/pending/config.lua
index 4a5172e..451aace 100644
--- a/lua/pending/config.lua
+++ b/lua/pending/config.lua
@@ -78,6 +78,8 @@
 ---@field move_up? string|false
 ---@field wip? string|false
 ---@field blocked? string|false
+---@field priority_up_visual? string|false
+---@field priority_down_visual? string|false
 
 ---@class pending.CategoryViewConfig
 ---@field order? string[]
@@ -157,6 +159,8 @@ local defaults = {
     blocked = 'gb',
     priority_up = '<C-a>',
     priority_down = '<C-x>',
+    priority_up_visual = 'g<C-a>',
+    priority_down_visual = 'g<C-x>',
   },
   sync = {},
   forge = {
diff --git a/lua/pending/init.lua b/lua/pending/init.lua
index aeba431..fe8fd6f 100644
--- a/lua/pending/init.lua
+++ b/lua/pending/init.lua
@@ -402,6 +402,26 @@ function M._setup_buf_mappings(bufnr)
     end
   end
 
+  ---@type table<string, fun()>
+  local visual_actions = {
+    priority_up_visual = function()
+      M.increment_priority_visual()
+    end,
+    priority_down_visual = function()
+      M.decrement_priority_visual()
+    end,
+  }
+
+  for name, fn in pairs(visual_actions) do
+    local key = km[name]
+    if key and key ~= false then
+      vim.keymap.set('x', key --[[@as string]], function()
+        vim.api.nvim_feedkeys(vim.api.nvim_replace_termcodes('<Esc>', true, false, true), 'nx', false)
+        fn()
+      end, opts)
+    end
+  end
+
   local textobj = require('pending.textobj')
 
   ---@type table<string, { modes: string[], fn: fun(count: integer), visual_fn?: fun(count: integer) }>
@@ -711,6 +731,53 @@ function M.decrement_priority()
   adjust_priority(-1)
 end
 
+---@param delta integer
+---@return nil
+local function adjust_priority_visual(delta)
+  local bufnr = buffer.bufnr()
+  if not bufnr then
+    return
+  end
+  if not require_saved() then
+    return
+  end
+  local start_row = vim.fn.line("'<")
+  local end_row = vim.fn.line("'>")
+  local cursor = vim.api.nvim_win_get_cursor(0)
+  local meta = buffer.meta()
+  local s = get_store()
+  local max = require('pending.config').get().max_priority or 3
+  local changed = false
+  for row = start_row, end_row do
+    if meta[row] and meta[row].type == 'task' and meta[row].id then
+      local task = s:get(meta[row].id)
+      if task then
+        local new_priority = math.max(0, math.min(max, task.priority + delta))
+        if new_priority ~= task.priority then
+          s:update(meta[row].id, { priority = new_priority })
+          changed = true
+        end
+      end
+    end
+  end
+  if not changed then
+    return
+  end
+  _save_and_notify()
+  buffer.render(bufnr)
+  pcall(vim.api.nvim_win_set_cursor, 0, cursor)
+end
+
+---@return nil
+function M.increment_priority_visual()
+  adjust_priority_visual(1)
+end
+
+---@return nil
+function M.decrement_priority_visual()
+  adjust_priority_visual(-1)
+end
+
 ---@return nil
 function M.prompt_date()
   local bufnr = buffer.bufnr()
diff --git a/plugin/pending.lua b/plugin/pending.lua
index 63caadd..62e2e89 100644
--- a/plugin/pending.lua
+++ b/plugin/pending.lua
@@ -402,6 +402,16 @@ vim.keymap.set('n', '<Plug>(pending-priority-down)', function()
   require('pending').decrement_priority()
 end)
 
+vim.keymap.set('x', '<Plug>(pending-priority-up-visual)', function()
+  vim.api.nvim_feedkeys(vim.api.nvim_replace_termcodes('<Esc>', true, false, true), 'nx', false)
+  require('pending').increment_priority_visual()
+end)
+
+vim.keymap.set('x', '<Plug>(pending-priority-down-visual)', function()
+  vim.api.nvim_feedkeys(vim.api.nvim_replace_termcodes('<Esc>', true, false, true), 'nx', false)
+  require('pending').decrement_priority_visual()
+end)
+
 vim.keymap.set('n', '<Plug>(pending-filter)', function()
   vim.ui.input({ prompt = 'Filter: ' }, function(input)
     if input then