diff --git a/README.md b/README.md
index 2a7bd73..0051f21 100644
--- a/README.md
+++ b/README.md
@@ -16,6 +16,7 @@ with language-aware syntax highlighting.
   word-level accuracy)
 - `:Gdiff` unified diff against any revision
 - Inline merge conflict detection, highlighting, and resolution
+- gitsigns.nvim blame popup highlighting
 - Email quoting/patch syntax support (`> diff ...`)
 - Vim syntax fallback
 - Configurable highlighiting blend & priorities
@@ -58,14 +59,15 @@ luarocks install diffs.nvim
 Do not lazy load `diffs.nvim` with `event`, `lazy`, `ft`, `config`, or `keys` to
 control loading - `diffs.nvim` lazy-loads itself.
 
-**Q: Does diffs.nvim support vim-fugitive/Neogit?**
+**Q: Does diffs.nvim support vim-fugitive/Neogit/gitsigns?**
 
-Yes. Enable it in your config:
+Yes. Enable integrations in your config:
 
 ```lua
 vim.g.diffs = {
   fugitive = true,
   neogit = true,
+  gitsigns = true,
 }
 ```
 
@@ -119,4 +121,5 @@ See the documentation for more information.
 - [`git-conflict.nvim`](https://github.com/akinsho/git-conflict.nvim)
 - [@phanen](https://github.com/phanen) - diff header highlighting, unknown
   filetype fix, shebang/modeline detection, treesitter injection support,
-  decoration provider highlighting architecture
+  decoration provider highlighting architecture, gitsigns blame popup
+  highlighting
diff --git a/doc/diffs.nvim.txt b/doc/diffs.nvim.txt
index 6288f0c..f0205d5 100644
--- a/doc/diffs.nvim.txt
+++ b/doc/diffs.nvim.txt
@@ -15,6 +15,7 @@ Features: ~
 - Diff header highlighting (`diff --git`, `index`, `---`, `+++`)
 - Syntax highlighting in |:Gdiffsplit| / |:Gvdiffsplit| side-by-side diffs
 - |:Gdiff| command for unified diff against any git revision
+- gitsigns.nvim blame popup highlighting (see |diffs-gitsigns|)
 - Background-only diff colors for any `&diff` buffer (vimdiff, diffthis, etc.)
 - Vim syntax fallback for languages without a treesitter parser
 - Blended diff background colors that preserve syntax visibility
@@ -35,12 +36,13 @@ CONTENTS                                                      *diffs-contents*
   8. Conflict Resolution .................................... |diffs-conflict|
   9. Merge Diff Resolution ..................................... |diffs-merge|
  10. Neogit ................................................... |diffs-neogit|
- 11. API ......................................................... |diffs-api|
- 12. Implementation ................................... |diffs-implementation|
- 13. Known Limitations ................................... |diffs-limitations|
- 14. Highlight Groups ..................................... |diffs-highlights|
- 15. Health Check ............................................. |diffs-health|
- 16. Acknowledgements ............................... |diffs-acknowledgements|
+ 11. Gitsigns ................................................ |diffs-gitsigns|
+ 12. API ......................................................... |diffs-api|
+ 13. Implementation ................................... |diffs-implementation|
+ 14. Known Limitations ................................... |diffs-limitations|
+ 15. Highlight Groups ..................................... |diffs-highlights|
+ 16. Health Check ............................................. |diffs-health|
+ 17. Acknowledgements ............................... |diffs-acknowledgements|
 
 ==============================================================================
 REQUIREMENTS                                              *diffs-requirements*
@@ -78,6 +80,7 @@ Configuration is done via `vim.g.diffs`. Set this before the plugin loads:
       hide_prefix = false,
       fugitive = false,
       neogit = false,
+      gitsigns = false,
       extra_filetypes = {},
       highlights = {
         background = true,
@@ -161,6 +164,16 @@ Configuration is done via `vim.g.diffs`. Set this before the plugin loads:
                                  vim.g.diffs = { neogit = true }
 <
 
+        {gitsigns}           (boolean|table, default: false)
+                             Enable gitsigns.nvim blame popup highlighting.
+                             Pass `true` or `{}` to enable, `false` to
+                             disable. When active, `:Gitsigns blame_line`
+                             popups receive treesitter syntax, line
+                             backgrounds, and intra-line character diffs.
+                             See |diffs-gitsigns|. >lua
+                                 vim.g.diffs = { gitsigns = true }
+<
+
         {extra_filetypes}    (table, default: {})
                              Additional filetypes to attach to, beyond the
                              built-in `git`, `gitcommit`, and any enabled
@@ -650,6 +663,31 @@ line visuals. The overrides are reapplied on `ColorScheme` since Neogit
 re-defines its groups then. When `neogit = false`, no highlight overrides
 are applied.
 
+==============================================================================
+GITSIGNS                                                      *diffs-gitsigns*
+
+diffs.nvim can enhance gitsigns.nvim blame popups with syntax highlighting.
+Enable gitsigns support in your config: >lua
+    vim.g.diffs = { gitsigns = true }
+<
+
+When `:Gitsigns blame_line full=true` opens a popup, diffs.nvim intercepts
+the popup and replaces gitsigns' flat `GitSignsAddPreview`/
+`GitSignsDeletePreview` highlights with:
+
+- Treesitter syntax highlighting on the code content
+- `DiffsAdd`/`DiffsDelete` line backgrounds
+- Character-level intra-line diffs (`DiffsAddText`/`DiffsDeleteText`)
+- `@diff.plus`/`@diff.minus` coloring on `+`/`-` prefix characters
+
+The integration patches `gitsigns.popup.create` and `gitsigns.popup.update`
+so highlights persist across gitsigns' two-phase render (initial popup, then
+update with GitHub/PR data). If gitsigns loads after diffs.nvim, a
+`User GitAttach` autocmd retries the setup automatically.
+
+Highlights are applied in a separate `diffs-gitsigns` namespace and do not
+interfere with the main decoration provider used for diff buffers.
+
 ==============================================================================
 API                                                                *diffs-api*
 
@@ -878,7 +916,8 @@ ACKNOWLEDGEMENTS                                     *diffs-acknowledgements*
 - codediff.nvim (https://github.com/esmuellert/codediff.nvim)
 - diffview.nvim (https://github.com/sindrets/diffview.nvim)
 - @phanen (https://github.com/phanen) - diff header highlighting,
-  treesitter injection support
+  treesitter injection support, blame_hl.nvim (gitsigns blame popup
+  highlighting inspiration)
 
 ==============================================================================
  vim:tw=78:ts=8:ft=help:norl:
diff --git a/lua/diffs/gitsigns.lua b/lua/diffs/gitsigns.lua
new file mode 100644
index 0000000..0439fb2
--- /dev/null
+++ b/lua/diffs/gitsigns.lua
@@ -0,0 +1,172 @@
+local M = {}
+
+local api = vim.api
+local fn = vim.fn
+local dbg = require('diffs.log').dbg
+
+local ns = api.nvim_create_namespace('diffs-gitsigns')
+local gs_popup_ns = api.nvim_create_namespace('gitsigns_popup')
+
+local patched = false
+
+---@param bufnr integer
+---@param src_filename string
+---@param src_ft string?
+---@param src_lang string?
+---@return diffs.Hunk[]
+function M.parse_blame_hunks(bufnr, src_filename, src_ft, src_lang)
+  local lines = api.nvim_buf_get_lines(bufnr, 0, -1, false)
+  local hunks = {}
+  local hunk_lines = {}
+  local hunk_start = nil
+
+  for i, line in ipairs(lines) do
+    if line:match('^Hunk %d+ of %d+') then
+      if hunk_start and #hunk_lines > 0 then
+        table.insert(hunks, {
+          filename = src_filename,
+          ft = src_ft,
+          lang = src_lang,
+          start_line = hunk_start,
+          prefix_width = 1,
+          quote_width = 0,
+          lines = hunk_lines,
+        })
+      end
+      hunk_lines = {}
+      hunk_start = i
+    elseif hunk_start then
+      if line:match('^%(guessed:') then
+        hunk_start = i
+      else
+        local prefix = line:sub(1, 1)
+        if prefix == ' ' or prefix == '+' or prefix == '-' then
+          if #hunk_lines == 0 then
+            hunk_start = i - 1
+          end
+          table.insert(hunk_lines, line)
+        end
+      end
+    end
+  end
+
+  if hunk_start and #hunk_lines > 0 then
+    table.insert(hunks, {
+      filename = src_filename,
+      ft = src_ft,
+      lang = src_lang,
+      start_line = hunk_start,
+      prefix_width = 1,
+      quote_width = 0,
+      lines = hunk_lines,
+    })
+  end
+
+  return hunks
+end
+
+---@param preview_winid integer
+---@param preview_bufnr integer
+local function on_preview(preview_winid, preview_bufnr)
+  local ok, err = pcall(function()
+    if not api.nvim_buf_is_valid(preview_bufnr) then
+      return
+    end
+    if not api.nvim_win_is_valid(preview_winid) then
+      return
+    end
+
+    local win = api.nvim_get_current_win()
+    if win == preview_winid then
+      win = fn.win_getid(fn.winnr('#'))
+    end
+    if win == -1 or win == 0 or not api.nvim_win_is_valid(win) then
+      return
+    end
+
+    local srcbuf = api.nvim_win_get_buf(win)
+    if not api.nvim_buf_is_loaded(srcbuf) then
+      return
+    end
+
+    local ft = vim.bo[srcbuf].filetype
+    local name = api.nvim_buf_get_name(srcbuf)
+    if not name or name == '' then
+      name = ft and ('a.' .. ft) or 'unknown'
+    end
+    local lang = ft and require('diffs.parser').get_lang_from_ft(ft) or nil
+
+    local hunks = M.parse_blame_hunks(preview_bufnr, name, ft, lang)
+    if #hunks == 0 then
+      return
+    end
+
+    local diff_start = hunks[1].start_line
+    local last = hunks[#hunks]
+    local diff_end = last.start_line + #last.lines
+
+    api.nvim_buf_clear_namespace(preview_bufnr, gs_popup_ns, diff_start, diff_end)
+    api.nvim_buf_clear_namespace(preview_bufnr, ns, diff_start, diff_end)
+
+    local opts = require('diffs').get_highlight_opts()
+    local highlight = require('diffs.highlight')
+    for _, hunk in ipairs(hunks) do
+      highlight.highlight_hunk(preview_bufnr, ns, hunk, opts)
+      for j, line in ipairs(hunk.lines) do
+        local ch = line:sub(1, 1)
+        if ch == '+' or ch == '-' then
+          pcall(api.nvim_buf_set_extmark, preview_bufnr, ns, hunk.start_line + j - 1, 0, {
+            end_col = 1,
+            hl_group = ch == '+' and '@diff.plus' or '@diff.minus',
+            priority = opts.highlights.priorities.syntax,
+          })
+        end
+      end
+    end
+
+    dbg('gitsigns blame: highlighted %d hunks in popup buf %d', #hunks, preview_bufnr)
+  end)
+  if not ok then
+    dbg('gitsigns blame error: %s', err)
+  end
+end
+
+---@return boolean
+function M.setup()
+  if patched then
+    return true
+  end
+
+  local pop_ok, Popup = pcall(require, 'gitsigns.popup')
+  if not pop_ok or not Popup then
+    return false
+  end
+
+  Popup.create = (function(orig)
+    return function(...)
+      local winid, bufnr = orig(...)
+      on_preview(winid, bufnr)
+      return winid, bufnr
+    end
+  end)(Popup.create)
+
+  Popup.update = (function(orig)
+    return function(winid, bufnr, ...)
+      orig(winid, bufnr, ...)
+      on_preview(winid, bufnr)
+    end
+  end)(Popup.update)
+
+  patched = true
+  dbg('gitsigns popup patched')
+  return true
+end
+
+M._test = {
+  parse_blame_hunks = M.parse_blame_hunks,
+  on_preview = on_preview,
+  ns = ns,
+  gs_popup_ns = gs_popup_ns,
+}
+
+return M
diff --git a/lua/diffs/init.lua b/lua/diffs/init.lua
index 7e5dd04..06b6ad9 100644
--- a/lua/diffs/init.lua
+++ b/lua/diffs/init.lua
@@ -38,6 +38,8 @@
 
 ---@class diffs.NeogitConfig
 
+---@class diffs.GitsignsConfig
+
 ---@class diffs.ConflictKeymaps
 ---@field ours string|false
 ---@field theirs string|false
@@ -62,6 +64,7 @@
 ---@field highlights diffs.Highlights
 ---@field fugitive diffs.FugitiveConfig|false
 ---@field neogit diffs.NeogitConfig|false
+---@field gitsigns diffs.GitsignsConfig|false
 ---@field conflict diffs.ConflictConfig
 
 ---@class diffs
@@ -141,6 +144,7 @@ local default_config = {
   },
   fugitive = false,
   neogit = false,
+  gitsigns = false,
   conflict = {
     enabled = true,
     disable_diagnostics = true,
@@ -591,6 +595,10 @@ local function init()
     opts.neogit = {}
   end
 
+  if opts.gitsigns == true then
+    opts.gitsigns = {}
+  end
+
   vim.validate('debug', opts.debug, function(v)
     return v == nil or type(v) == 'boolean' or type(v) == 'string'
   end, 'boolean or string (file path)')
@@ -601,6 +609,9 @@ local function init()
   vim.validate('neogit', opts.neogit, function(v)
     return v == nil or v == false or type(v) == 'table'
   end, 'table or false')
+  vim.validate('gitsigns', opts.gitsigns, function(v)
+    return v == nil or v == false or type(v) == 'table'
+  end, 'table or false')
   vim.validate('extra_filetypes', opts.extra_filetypes, 'table', true)
   vim.validate('highlights', opts.highlights, 'table', true)
 
@@ -990,6 +1001,12 @@ function M.get_conflict_config()
   return config.conflict
 end
 
+---@return diffs.HunkOpts
+function M.get_highlight_opts()
+  init()
+  return { hide_prefix = config.hide_prefix, highlights = config.highlights }
+end
+
 local function process_pending_clear(bufnr)
   local entry = hunk_cache[bufnr]
   if entry and entry.pending_clear then
diff --git a/lua/diffs/parser.lua b/lua/diffs/parser.lua
index ccbd46a..aa63daf 100644
--- a/lua/diffs/parser.lua
+++ b/lua/diffs/parser.lua
@@ -353,6 +353,8 @@ function M.parse_buffer(bufnr)
   return hunks
 end
 
+M.get_lang_from_ft = get_lang_from_ft
+
 M._test = {
   ft_lang_cache = ft_lang_cache,
 }
diff --git a/plugin/diffs.lua b/plugin/diffs.lua
index e572cf5..340df9c 100644
--- a/plugin/diffs.lua
+++ b/plugin/diffs.lua
@@ -5,6 +5,19 @@ vim.g.loaded_diffs = 1
 
 require('diffs.commands').setup()
 
+local gs_cfg = (vim.g.diffs or {}).gitsigns
+if gs_cfg == true or type(gs_cfg) == 'table' then
+  if not require('diffs.gitsigns').setup() then
+    vim.api.nvim_create_autocmd('User', {
+      pattern = 'GitAttach',
+      once = true,
+      callback = function()
+        require('diffs.gitsigns').setup()
+      end,
+    })
+  end
+end
+
 vim.api.nvim_create_autocmd('FileType', {
   pattern = require('diffs').compute_filetypes(vim.g.diffs or {}),
   callback = function(args)
diff --git a/spec/gitsigns_spec.lua b/spec/gitsigns_spec.lua
new file mode 100644
index 0000000..b2b6e2a
--- /dev/null
+++ b/spec/gitsigns_spec.lua
@@ -0,0 +1,236 @@
+require('spec.helpers')
+local gs = require('diffs.gitsigns')
+
+local function setup_highlight_groups()
+  local normal = vim.api.nvim_get_hl(0, { name = 'Normal' })
+  local diff_add = vim.api.nvim_get_hl(0, { name = 'DiffAdd' })
+  local diff_delete = vim.api.nvim_get_hl(0, { name = 'DiffDelete' })
+  vim.api.nvim_set_hl(0, 'DiffsClear', { fg = normal.fg or 0xc0c0c0 })
+  vim.api.nvim_set_hl(0, 'DiffsAdd', { bg = diff_add.bg or 0x2e4a3a })
+  vim.api.nvim_set_hl(0, 'DiffsDelete', { bg = diff_delete.bg or 0x4a2e3a })
+  vim.api.nvim_set_hl(0, 'DiffsAddText', { bg = 0x00FF00 })
+  vim.api.nvim_set_hl(0, 'DiffsDeleteText', { bg = 0xFF0000 })
+end
+
+local function create_buffer(lines)
+  local bufnr = vim.api.nvim_create_buf(false, true)
+  vim.api.nvim_buf_set_lines(bufnr, 0, -1, false, lines or {})
+  return bufnr
+end
+
+local function delete_buffer(bufnr)
+  if bufnr and vim.api.nvim_buf_is_valid(bufnr) then
+    vim.api.nvim_buf_delete(bufnr, { force = true })
+  end
+end
+
+describe('gitsigns', function()
+  describe('parse_blame_hunks', function()
+    it('parses a single hunk', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        'Author: Test User',
+        '',
+        'Hunk 1 of 1',
+        ' local x = 1',
+        '-local y = 2',
+        '+local y = 3',
+        ' local z = 4',
+      })
+      local hunks = gs.parse_blame_hunks(bufnr, 'test.lua', 'lua', 'lua')
+      assert.are.equal(1, #hunks)
+      assert.are.equal('test.lua', hunks[1].filename)
+      assert.are.equal('lua', hunks[1].ft)
+      assert.are.equal('lua', hunks[1].lang)
+      assert.are.equal(1, hunks[1].prefix_width)
+      assert.are.equal(0, hunks[1].quote_width)
+      assert.are.equal(4, #hunks[1].lines)
+      assert.are.equal(4, hunks[1].start_line)
+      assert.are.equal(' local x = 1', hunks[1].lines[1])
+      assert.are.equal('-local y = 2', hunks[1].lines[2])
+      assert.are.equal('+local y = 3', hunks[1].lines[3])
+      delete_buffer(bufnr)
+    end)
+
+    it('parses multiple hunks', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        '',
+        'Hunk 1 of 2',
+        '-local a = 1',
+        '+local a = 2',
+        'Hunk 2 of 2',
+        ' local b = 3',
+        '+local c = 4',
+      })
+      local hunks = gs.parse_blame_hunks(bufnr, 'test.lua', 'lua', 'lua')
+      assert.are.equal(2, #hunks)
+      assert.are.equal(2, #hunks[1].lines)
+      assert.are.equal(2, #hunks[2].lines)
+      delete_buffer(bufnr)
+    end)
+
+    it('skips guessed-offset lines', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        '',
+        'Hunk 1 of 1',
+        '(guessed: hunk offset may be wrong)',
+        ' local x = 1',
+        '+local y = 2',
+      })
+      local hunks = gs.parse_blame_hunks(bufnr, 'test.lua', 'lua', 'lua')
+      assert.are.equal(1, #hunks)
+      assert.are.equal(2, #hunks[1].lines)
+      assert.are.equal(' local x = 1', hunks[1].lines[1])
+      delete_buffer(bufnr)
+    end)
+
+    it('returns empty table when no hunks present', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        'Author: Test User',
+        'Date: 2024-01-01',
+      })
+      local hunks = gs.parse_blame_hunks(bufnr, 'test.lua', 'lua', 'lua')
+      assert.are.equal(0, #hunks)
+      delete_buffer(bufnr)
+    end)
+
+    it('handles hunk with no diff lines after header', function()
+      local bufnr = create_buffer({
+        'Hunk 1 of 1',
+        'some non-diff text',
+      })
+      local hunks = gs.parse_blame_hunks(bufnr, 'test.lua', 'lua', 'lua')
+      assert.are.equal(0, #hunks)
+      delete_buffer(bufnr)
+    end)
+  end)
+
+  describe('on_preview', function()
+    before_each(function()
+      setup_highlight_groups()
+    end)
+
+    it('applies extmarks to popup buffer with diff content', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        '',
+        'Hunk 1 of 1',
+        ' local x = 1',
+        '-local y = 2',
+        '+local y = 3',
+      })
+
+      local winid = vim.api.nvim_open_win(bufnr, false, {
+        relative = 'editor',
+        width = 40,
+        height = 10,
+        row = 0,
+        col = 0,
+      })
+
+      gs._test.on_preview(winid, bufnr)
+
+      local extmarks = vim.api.nvim_buf_get_extmarks(bufnr, gs._test.ns, 0, -1, { details = true })
+      assert.is_true(#extmarks > 0)
+
+      vim.api.nvim_win_close(winid, true)
+      delete_buffer(bufnr)
+    end)
+
+    it('clears gitsigns_popup namespace on diff region', function()
+      local bufnr = create_buffer({
+        'commit abc1234',
+        '',
+        'Hunk 1 of 1',
+        ' local x = 1',
+        '+local y = 2',
+      })
+
+      vim.api.nvim_buf_set_extmark(bufnr, gs._test.gs_popup_ns, 3, 0, {
+        end_col = 12,
+        hl_group = 'GitSignsAddPreview',
+      })
+      vim.api.nvim_buf_set_extmark(bufnr, gs._test.gs_popup_ns, 4, 0, {
+        end_col = 12,
+        hl_group = 'GitSignsAddPreview',
+      })
+
+      local winid = vim.api.nvim_open_win(bufnr, false, {
+        relative = 'editor',
+        width = 40,
+        height = 10,
+        row = 0,
+        col = 0,
+      })
+
+      gs._test.on_preview(winid, bufnr)
+
+      local gs_extmarks =
+        vim.api.nvim_buf_get_extmarks(bufnr, gs._test.gs_popup_ns, 0, -1, { details = true })
+      assert.are.equal(0, #gs_extmarks)
+
+      vim.api.nvim_win_close(winid, true)
+      delete_buffer(bufnr)
+    end)
+
+    it('does not error on invalid buffer', function()
+      assert.has_no.errors(function()
+        gs._test.on_preview(0, 99999)
+      end)
+    end)
+  end)
+
+  describe('setup', function()
+    it('returns false when gitsigns.popup is not available', function()
+      local saved = package.loaded['gitsigns.popup']
+      package.loaded['gitsigns.popup'] = nil
+      package.preload['gitsigns.popup'] = nil
+
+      local fresh = loadfile('lua/diffs/gitsigns.lua')()
+      local result = fresh.setup()
+      assert.is_false(result)
+
+      package.loaded['gitsigns.popup'] = saved
+    end)
+
+    it('patches gitsigns.popup when available', function()
+      local create_called = false
+      local update_called = false
+      local mock_popup = {
+        create = function()
+          create_called = true
+          local bufnr = create_buffer({ 'test' })
+          local winid = vim.api.nvim_open_win(bufnr, false, {
+            relative = 'editor',
+            width = 10,
+            height = 1,
+            row = 0,
+            col = 0,
+          })
+          return winid, bufnr
+        end,
+        update = function()
+          update_called = true
+        end,
+      }
+
+      local saved = package.loaded['gitsigns.popup']
+      package.loaded['gitsigns.popup'] = mock_popup
+
+      local fresh = loadfile('lua/diffs/gitsigns.lua')()
+      local result = fresh.setup()
+      assert.is_true(result)
+
+      mock_popup.create()
+      assert.is_true(create_called)
+
+      mock_popup.update(0, 0)
+      assert.is_true(update_called)
+
+      package.loaded['gitsigns.popup'] = saved
+    end)
+  end)
+end)