diff --git a/confluence/README.md b/confluence/README.md
index 1eff2922..b633cff3 100644
--- a/confluence/README.md
+++ b/confluence/README.md
@@ -105,6 +105,13 @@ CONFLUENCE_AUTH_METHOD
 This variable is used to configure the connector to use service auth or OAuth authentication. The valid
 values are `service_auth` and `oauth`. The default is to run the connector in OAuth mode.
 
+```
+CONFLUENCE_EXTENDED_STOPWORDS
+```
+
+The connector filters out stop words from NLTK. This variable can be used to extend the NLK stop word list with
+a more comprehensive list.
+
 These variables can optionally be put into a `.env` file for development.
 A `.env-template` file is provided with all the environment variables that are used by this demo.
 
diff --git a/confluence/poetry.lock b/confluence/poetry.lock
index f475899b..a13c5398 100644
--- a/confluence/poetry.lock
+++ b/confluence/poetry.lock
@@ -1,99 +1,126 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.3"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+]
+
 [[package]]
 name = "aiohttp"
-version = "3.9.4"
+version = "3.10.8"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -124,19 +151,22 @@ files = [
 
 [[package]]
 name = "atlassian-python-api"
-version = "3.39.0"
+version = "3.41.16"
 description = "Python Atlassian REST API Wrapper"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "atlassian_python_api-3.41.16-py3-none-any.whl", hash = "sha256:99e5587233a96d22c45a61b19523dd98e8266c620ba2d289f23e4ea35c9cf316"},
+    {file = "atlassian_python_api-3.41.16.tar.gz", hash = "sha256:dc0144ff8b8884562bb2af650586292524ad25f120cd21940df80f0d2ac64411"},
 ]
 
 [package.dependencies]
+beautifulsoup4 = "*"
 deprecated = "*"
+jmespath = "*"
 oauthlib = "*"
 requests = "*"
-requests_oauthlib = "*"
+requests-oauthlib = "*"
 six = "*"
 
 [package.extras]
@@ -144,51 +174,73 @@ kerberos = ["requests-kerberos"]
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+]
+
+[package.extras]
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 [package.dependencies]
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.4"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -516,15 +583,18 @@ tornado = ["tornado (>=0.2)"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "inflection"
 version = "0.5.1"
@@ -538,13 +608,13 @@ files = [
 
 [[package]]
 name = "itsdangerous"
-version = "2.1.2"
+version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
 ]
 
 [[package]]
@@ -564,15 +634,37 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+description = "JSON Matching Expressions"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
+
+[[package]]
+name = "joblib"
+version = "1.4.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "jsonschema"
-version = "4.18.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -583,178 +675,190 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.6.1"
+version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
 ]
 
 [package.dependencies]
-referencing = ">=0.28.0"
+referencing = ">=0.31.0"
 
 [[package]]
 name = "markupsafe"
-version = "2.1.3"
+version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
 files = [
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@@ -814,6 +918,31 @@ files = [
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 ]
 
+[[package]]
+name = "nltk"
+version = "3.9.1"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
 name = "oauthlib"
 version = "3.2.2"
@@ -832,50 +961,51 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
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 name = "packaging"
-version = "23.1"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "python-dotenv"
-version = "1.0.0"
+version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -883,77 +1013,193 @@ cli = ["click (>=5.0)"]
 
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+version = "6.0.2"
 description = "YAML parser and emitter for Python"
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+[[package]]
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+description = "A modern CSS selector implementation for Beautiful Soup."
+optional = false
+python-versions = ">=3.8"
+files = [
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+
 [[package]]
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 version = "0.0.9"
@@ -1115,6 +1378,26 @@ files = [
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 Jinja2 = ">=2.0"
 
+[[package]]
+name = "tqdm"
+version = "4.66.5"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
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 version = "2.32.0.20240914"
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-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -1176,185 +1459,182 @@ watchdog = ["watchdog"]
 
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 name = "wrapt"
-version = "1.15.0"
+version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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+    {file = "yarl-1.13.1.tar.gz", hash = "sha256:ec8cfe2295f3e5e44c51f57272afbd69414ae629ec7c6b27f5a410efc78b70a0"},
 ]
 
 [package.dependencies]
@@ -1364,4 +1644,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "e56a194069245c5ef2fffaacb53899377d9ca125ff203ac81eddb63a346f4405"
+content-hash = "b21405651e728ae9846c2501ae255479043b8a7775afa38af060bac819395333"
diff --git a/confluence/provider/__init__.py b/confluence/provider/__init__.py
index 9ce8b101..ead3d04e 100644
--- a/confluence/provider/__init__.py
+++ b/confluence/provider/__init__.py
@@ -2,11 +2,17 @@
 import os
 
 import connexion  # type: ignore
+import nltk
 from dotenv import load_dotenv
 
 load_dotenv()
 
+# download nltk data
+nltk.download("stopwords")
+nltk.download("punkt")
+
 API_VERSION = "api.yaml"
+EXTENDED_STOPWORDS = set()
 
 
 class UpstreamProviderError(Exception):
@@ -27,4 +33,8 @@ def create_app() -> connexion.FlaskApp:
     config_prefix = os.path.split(os.getcwd())[1].upper()
     flask_app.config.from_prefixed_env(config_prefix)
     flask_app.config["APP_ID"] = config_prefix
+
+    if extended_stopwords := flask_app.config.get("EXTENDED_STOPWORDS", ""):
+        EXTENDED_STOPWORDS.update(set(extended_stopwords.split()))
+
     return flask_app
diff --git a/confluence/provider/client.py b/confluence/provider/client.py
index e5325486..b5d30fb2 100644
--- a/confluence/provider/client.py
+++ b/confluence/provider/client.py
@@ -114,11 +114,8 @@ def search_pages(self, query, access_token=None):
         base_url = self._get_base_url(access_token)
         search_url = f"{base_url}/wiki/rest/api/content/search"
 
-        # Substitutes any sequence of non-alphanumeric or whitespace characters with a whitespace
-        formatted_query = re.sub("\W+", " ", query)
-
         params = {
-            "cql": f'text ~ "{formatted_query}"',
+            "cql": query,
             "limit": self.search_limit,
         }
 
diff --git a/confluence/provider/provider.py b/confluence/provider/provider.py
index 0669426a..2103d207 100644
--- a/confluence/provider/provider.py
+++ b/confluence/provider/provider.py
@@ -1,5 +1,11 @@
 import logging
+import re
 
+import nltk
+from nltk.corpus import stopwords
+from nltk.tokenize import word_tokenize
+
+from . import EXTENDED_STOPWORDS
 from .client import get_client
 
 logger = logging.getLogger(__name__)
@@ -7,5 +13,29 @@
 
 def search(query, access_token):
     client = get_client()
-    pages = client.search(query, access_token)
+
+    pages = client.search(build_cql(query, "AND"), access_token)
+
+    if not pages:
+        pages = client.search(build_cql(query, "OR"), access_token)
+
     return pages
+
+
+def build_cql(query: str, operator) -> str:
+    stripped_query = re.sub("\W+", " ", query)
+    query_words = split_and_remove_stopwords(stripped_query)
+
+    cql = ""
+
+    for word in query_words:
+        cql += f' {operator} text ~ "{word}"'
+
+    return re.sub(f"^ {operator} ", "", cql)
+
+
+def split_and_remove_stopwords(query: str):
+    words = word_tokenize(query)
+    stop_words = set(stopwords.words("english"))
+    stop_words.update(EXTENDED_STOPWORDS)
+    return [word for word in words if word.lower() not in stop_words]
diff --git a/confluence/pyproject.toml b/confluence/pyproject.toml
index 57101f64..89363df2 100644
--- a/confluence/pyproject.toml
+++ b/confluence/pyproject.toml
@@ -15,11 +15,11 @@ gunicorn = "^22.0.0"
 asyncio = "^3.4.3"
 black = "^24.3.0"
 aiohttp = "^3.9.4"
+nltk = "^3.9.1"
 mypy = "^1.11.2"
 types-requests = "^2.32.0.20240914"
 
 
-
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"