diff --git a/components/ecoindex/scraper/helper.py b/components/ecoindex/scraper/helper.py
index 6bc0661..6e5c553 100644
--- a/components/ecoindex/scraper/helper.py
+++ b/components/ecoindex/scraper/helper.py
@@ -20,11 +20,13 @@ def run_page_analysis(
         wait_after_scroll=wait_after_scroll,
         wait_before_scroll=wait_before_scroll,
         page_load_timeout=20,
+        logger=logger,
     )
     try:
         return (run(scraper.get_page_analysis()), True)
     except Exception as e:
-        logger.error(f"{url} -- {e.msg if hasattr(e, 'msg') else e}")
+        if logger:
+            logger.error(f"{url} -- {e.msg if hasattr(e, 'msg') else e}")
 
         return (
             Result(
diff --git a/components/ecoindex/scraper/scrap.py b/components/ecoindex/scraper/scrap.py
index b2e7786..cd80557 100644
--- a/components/ecoindex/scraper/scrap.py
+++ b/components/ecoindex/scraper/scrap.py
@@ -32,6 +32,7 @@ def __init__(
         basic_auth: str | None = None,
         cookies: list[SetCookieParam] = [],
         custom_headers: dict[str, str] = {},
+        logger=None,
     ):
         self.url = url
         self.window_size = window_size
@@ -50,6 +51,7 @@ def __init__(
         self.basic_auth = basic_auth
         self.cookies = cookies
         self.custom_headers = custom_headers
+        self.logger = logger
 
     @staticmethod
     def get_user_agent() -> UserAgent:
@@ -129,7 +131,13 @@ async def scrap_page(self) -> PageMetrics:
     async def generate_screenshot(self) -> None:
         if self.screenshot and self.screenshot.folder and self.screenshot.id:
             await self.page.screenshot(path=self.screenshot.get_png())
-            await convert_screenshot_to_webp(self.screenshot)
+            try:
+                await convert_screenshot_to_webp(self.screenshot)
+            except ImportError:
+                if self.logger:
+                    self.logger.warning(
+                        "WebP conversion skipped: Pillow library is not installed."
+                    )
             await set_screenshot_rights(
                 screenshot=self.screenshot,
                 uid=self.screenshot_uid,
@@ -191,8 +199,7 @@ async def check_page_response(self, response) -> None:
                 {
                     "mimetype": content_type,
                     "message": (
-                        "This resource is not "
-                        "a standard page with mimeType 'text/html'"
+                        "This resource is not a standard page with mimeType 'text/html'"
                     ),
                 }
             )
diff --git a/components/ecoindex/utils/screenshots.py b/components/ecoindex/utils/screenshots.py
index c2be5b7..c61c778 100644
--- a/components/ecoindex/utils/screenshots.py
+++ b/components/ecoindex/utils/screenshots.py
@@ -1,10 +1,18 @@
 import os
 
 from ecoindex.models import ScreenShot
-from PIL import Image
+
+try:
+    from PIL import Image
+
+    _pillow_available = True
+except ImportError:
+    _pillow_available = False
 
 
 async def convert_screenshot_to_webp(screenshot: ScreenShot) -> None:
+    if not _pillow_available:
+        raise ImportError("Pillow is required for WebP conversion. Install it with: pip install ecoindex-scraper[webp]")
     image = Image.open(rf"{screenshot.get_png()}")
     width, height = image.size
     ratio = 800 / height if width > height else 600 / width
@@ -17,7 +25,9 @@ async def convert_screenshot_to_webp(screenshot: ScreenShot) -> None:
 
 
 async def set_screenshot_rights(
-    screenshot: ScreenShot, uid: int | None = None, gid: int | None = None
+    screenshot: ScreenShot,
+    uid: int | None = None,
+    gid: int | None = None,
 ) -> None:
     if uid and gid:
         os.chown(path=screenshot.get_webp(), uid=uid, gid=gid)
diff --git a/poetry.lock b/poetry.lock
index 483d76f..3d06097 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofile"
@@ -1473,7 +1473,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==v0.910) ; python_version < \"3.6\"", "mypy (==v0.971) ; python_version == \"3.6\"", "mypy (==v1.13.0) ; python_version >= \"3.8\"", "mypy (==v1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
+dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.13.0) ; python_version >= \"3.8\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
 
 [[package]]
 name = "lxml"
@@ -2073,103 +2073,103 @@ files = [
 
 [[package]]
 name = "pillow"
-version = "12.0.0"
+version = "12.2.0"
 description = "Python Imaging Library (fork)"
 optional = false
 python-versions = ">=3.10"
-groups = ["cli", "scraper"]
-files = [
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 ]
 
 [package.extras]
@@ -3593,4 +3593,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.13"
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diff --git a/projects/ecoindex_api/poetry.lock b/projects/ecoindex_api/poetry.lock
index 5069828..1c059af 100644
--- a/projects/ecoindex_api/poetry.lock
+++ b/projects/ecoindex_api/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofile"
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 name = "pillow"
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 description = "Python Imaging Library (fork)"
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+    {file = "pillow-12.2.0.tar.gz", hash = "sha256:a830b1a40919539d07806aa58e1b114df53ddd43213d9c8b75847eee6c0182b5"},
 ]
 
 [package.extras]
@@ -1574,6 +1574,7 @@ files = [
     {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
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 ]
+markers = {backend = "python_version == \"3.10\""}
 
 [[package]]
 name = "tzdata"
@@ -1707,4 +1708,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "05fb07d8e8f7372626487c09bfb06456d336764023180eda3aebd322add48a96"
+content-hash = "33ac9e654264b8dc2107a76c8eea01a80420b7b0b305f1e832e55eee8e976656"
diff --git a/projects/ecoindex_api/pyproject.toml b/projects/ecoindex_api/pyproject.toml
index b052e66..593c2f6 100644
--- a/projects/ecoindex_api/pyproject.toml
+++ b/projects/ecoindex_api/pyproject.toml
@@ -27,7 +27,7 @@ aiofile = "^3.8.8"
 alembic = "^1.12.1"
 celery = "^5.3.4"
 fastapi = "^0.109.1"
-pillow = "^12.0.0"
+pillow = { version = "^12.2.0", optional = true }
 playwright = "^1.39.0"
 playwright-stealth = "^1.0.6"
 pydantic = { version = ">=2.1.1,<=2.4.2", extras = ["email"] }
@@ -46,7 +46,7 @@ ua-generator = "^2.0.5"
 uvicorn = "^0.23.2"
 
 [tool.poetry.group.worker.dependencies]
-pillow = "^12.0.0"
+pillow = { version = "^12.2.0", optional = true }
 playwright = "^1.39.0"
 playwright-stealth = "^1.0.6"
 
diff --git a/projects/ecoindex_scraper/README.md b/projects/ecoindex_scraper/README.md
index 8182ccf..8240b7e 100644
--- a/projects/ecoindex_scraper/README.md
+++ b/projects/ecoindex_scraper/README.md
@@ -14,7 +14,13 @@ This module provides a simple interface to get the [Ecoindex](http://www.ecoinde
 ## Install
 
 ```shell
-pip install ecoindex-scraper
+pip install ecoindex_scraper
+```
+
+If you need to convert the screenshot to webp with the `generate_screenshot` method, you need to install the Pillow dependency.
+
+```shell
+pip install ecoindex_scraper[webp] # OR directly pillow
 ```
 
 ## Use
@@ -171,4 +177,4 @@ pprint(requests_by_category.model_dump())
 #  'javascript': {'total_count': 1, 'total_size': 9823.0},
 #  'other': {'total_count': 1, 'total_size': 892.0},
 #  'video': {'total_count': 0, 'total_size': 0.0}}
-```
\ No newline at end of file
+```
diff --git a/projects/ecoindex_scraper/poetry.lock b/projects/ecoindex_scraper/poetry.lock
index c21a513..1776627 100644
--- a/projects/ecoindex_scraper/poetry.lock
+++ b/projects/ecoindex_scraper/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -83,103 +83,104 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "pillow"
-version = "12.0.0"
+version = "12.2.0"
 description = "Python Imaging Library (fork)"
-optional = false
+optional = true
 python-versions = ">=3.10"
 groups = ["main"]
+markers = "extra == \"webp\""
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+    {file = "pillow-12.2.0.tar.gz", hash = "sha256:a830b1a40919539d07806aa58e1b114df53ddd43213d9c8b75847eee6c0182b5"},
 ]
 
 [package.extras]
@@ -504,7 +505,10 @@ files = [
     {file = "ua_generator-2.0.5.tar.gz", hash = "sha256:5a75d25d71d574da8ec259c06ad55009c8c91cd4b520c2820ad9ba9d6dd28053"},
 ]
 
+[extras]
+webp = ["pillow"]
+
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "c5e1da9ab28b02afd4d73be79e181c88f32aa8cb48daa7a37cfcd312907994fd"
+content-hash = "2e54b33cd4545a70eccbc54b18eef1844c4fb822c89bff80c37b3b38a46b4d20"
diff --git a/projects/ecoindex_scraper/pyproject.toml b/projects/ecoindex_scraper/pyproject.toml
index 825b771..07569df 100644
--- a/projects/ecoindex_scraper/pyproject.toml
+++ b/projects/ecoindex_scraper/pyproject.toml
@@ -24,10 +24,13 @@ pydantic = "^2.4.2"
 python = "^3.10"
 typing-extensions = "^4.8.0"
 pyyaml = "^6.0.1"
-pillow = ">=10.1,<13.0"
+pillow = { version = "^12.2.0", optional = true }
 setuptools = ">=69.5.1,<79.0.0"
 ua-generator = "^2.0.5"
 
+[tool.poetry.extras]
+webp = ["pillow"]
+
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
diff --git a/pyproject.toml b/pyproject.toml
index f8ebf3f..27acbe0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,10 +36,12 @@ setuptools = "^78.1.1"
 cryptography = "^44.0.2"
 
 [tool.poetry.group.scraper.dependencies]
-pillow = "^12.0.0"
 playwright = "^1.39.0"
 playwright-stealth = "^1.0.6"
 
+[tool.poetry.group.scraper-webp.dependencies]
+pillow = { version = "^12.2.0", optional = true }
+
 [tool.poetry.group.cli.dependencies]
 click-spinner = "^0.1.10"
 jinja2 = "^3.1.3"