diff --git a/src/utils/spam_detection.py b/src/utils/spam_detection.py
index f59e24d..2528af3 100644
--- a/src/utils/spam_detection.py
+++ b/src/utils/spam_detection.py
@@ -19,6 +19,8 @@
     "I want to give out my MacBook 2020 & Charger** for free, it's in perfect health and good as new, alongside a charger so it's perfect, I want to give it out because I just got a new model and I thought of giving out the old one to someone who can't afford one and is in need of it... Strictly First come first serve ! DM IF YOU ARE INTERESTED or on my iMessage…..jaynicky626@gmail.com",
     "Hi! Everyone, please I’m trying to sell my Billie Eilish tickets because I can’t attend the show anymore due to change of plans. Anyone interested should Text me on (360)-572-6816",
     "Hello, I'm Tutor Dublin Assignment/Exam help 🎯 Friendly prices 🎯All hours revision policy 🎯 Good grades guaranteed 🎯 Qualified tutors Assignment/Exam helper👇 📚 Architecture,mechanics,Physics 📚Law, Biology, Engineering courses 📚All math(calc,stats, Algebra...) 📚Html,Css, Design,Angular,Realitics, JavaScript, Python,Canvas 📚 Computer science, Business, Accounting,Finance,Economics ✅ Online classes ✅ Exams&quizzes ✅ Dissertation,thesis&Resumes,C++ ✅ Proofreading&Editing, Proposals ✅ Midterms ✅All courses Why Us? ➡️ Plagiarism free writing ➡️ Timely Delivery ➡️Unlimited Revisions ➡️Refund ✅Email: DublinAssignmentHelp@gmail.com ✅https://wa.link/yegwpz ✅ TELEGRAM:https://t.me/Studentshelper16",
+    "Hi everyone! I don’t know if this would be allowed here but I’m looking to sell my Zach Bryan Tickets. I got them for me and my family but we’ve got an important place to be on that exact date. Anyone interested should Text me on 380 888 6213 or DM",
+    "Hi! Does anyone have an idea if I can request a refund or cancel my tickets to Billie Eilish concert on the Dec 13 at the Desert Diamond Arena, Glendale, AZ. I just can't attend anymore. Or if anyone would probably like to buy them off me, I'm willing to make a good deal. Thanks Hmu on 2096804186",
 ]