diff --git a/backend/lib/seeds/test_survey_questions.csv b/backend/lib/seeds/test_survey_questions.csv
index 909a62bd..d54bcc60 100644
--- a/backend/lib/seeds/test_survey_questions.csv
+++ b/backend/lib/seeds/test_survey_questions.csv
@@ -3,22 +3,22 @@ display_order,text,response_type,response_options
 2,"Have you heard of heat pumps for home heating and cooling?",0,"Yes/No"
 3,"Here are some common benefits associated with heat pumps - are any of these important to you? Which are your top 3 priorities?",4,"Save money on energy bills/Having cooling as well as heating/Quieter than AC/Reducing use of fossil fuels & climate change/I like heat pumps more than my current HVAC system"
 4,"Have you or would you consider(ed) heat pumps for home heating? Or for cooling?",0,"Yes, for heating, not for cooling/Yes for cooling, not for heating/Yes, for both/No - heard of them but have not considered them for either/No answer - Not Available"
-5,"If you didn't consider heat pumps for either or both heating/cooling, why not? [Choose any that apply]",4,"Didn't know they could do heating & cooling/Only need help with one: heating or cooling/Didn't think heat pumps could be efficient & cost effective doing heating & cooling/Didn't know how to get more info & begin the installation process/Too expensive/Home not compatible with heat pumps/Other"
-6,"If you did consider heat pumps for either or both heating & cooling, how far have you taken your interest in heat pumps?",0,"Basic research & Looked at a website/Decided on a plan/Contacted installers & Got quotes/Installed a heat pump/Other"
-7,"If you have considered but have not installed a heat pump yet, what factors have prevented you from moving forward? Was it... [Choose any that apply]",4,"Didn't understand the options, details & next steps/Too expensive/Complexity, too much time, or hassle to do paperwork/Installation concerns & Bad installer experience/Home not compatible with heat pumps/Other"
+5,"Why not? [Choose any that apply]",4,"Didn't know they could do heating & cooling/Only need help with one: heating or cooling/Didn't think heat pumps could be efficient & cost effective for heating & cooling/Didn't know how to get more info & begin the installation process/Too expensive/Home not compatible with heat pumps/Other"
+6,"How far have you taken your interest in heat pumps?",0,"Basic research & Looked at a website/Decided on a plan/Contacted installers & Got quotes/Installed a heat pump/Other"
+7,"What stopped you from moving forward? Was it... [Choose any that apply]",4,"Didn't understand the options, details or next steps/Too expensive/Complexity, too much time, or hassle to do paperwork/Installation concerns & Bad installer experience/Home not compatible with heat pumps/Other"
 8,"Have you heard of Mass Save, the energy efficiency program?",0,"Yes/No"
-9,"If Yes, what was the extent of your contact?",0,"Talked on the phone/Scheduled a Mass Save visit/Had a Mass Save visit/Installed something in your home with Mass Save help/Other"
-10,"If answer to extent of contact is anything other than having a Mass Save visit then: what stopped you?",1,""
-11,"If answered NO to contact with Mass Save, then: have you heard of any of the following local partners of Mass Save: [Choose any that apply]",4,"ABCD/RISE/Homeworks Energy/CET/ClearResult/None of the above"
-12,"If answered YES to contact with Mass Save, then: what was the extent of your contact? [Choose any that apply]",4,"Talked on the phone/Scheduled a Mass Save visit/Had a Mass Save visit/Installed something in your home with Mass Save help/Other/None of the above"
+9,"What was the extent of your contact?",0,"Talked on the phone/Scheduled a Mass Save visit/Had a Mass Save visit/Installed something in your home with Mass Save help/Other"
+10,"What stopped you from proceeding to the point of installing something?",1,""
+11,"Have you heard of any of the following local partners of Mass Save: [Choose any that apply]",4,"ABCD/RISE/Homeworks Energy/CET/ClearResult/None of the above"
+12,"What was the extent of your contact? [Choose any that apply]",4,"Talked on the phone/Scheduled a Mass Save visit/Had a Mass Save visit/Installed something in your home with Mass Save help/Other/None of the above"
 13,"If you could save money on your utility bills with a state-discounted or free heating & cooling system upgrade, would you like to learn more?",0,"Yes/No"
-14,"If answered NO to heating & cooling system upgrade, Do you have other concerns about upgrading your heating and/or cooling systems",1,""
+14,"Do you have other concerns about upgrading your heating and/or cooling systems",1,""
 15,"So we can report back on your potential savings: What TYPE of heating system do you have? How is heat moved through your house? ...across the whole house, not in just 1 room?",0,"Furnace with Forced hot air - vents/Boiler with Radiators - water/Boiler with Radiators - steam/Boiler with Baseboard - water/Baseboard - electric/Other"
-16,"What FUELS your heating system?",0,"Oil/Gas/Electric (for baseboard)/Other"
+16,"What fuels your heating system?",0,"Oil/Gas/Electric (for baseboard)/Other"
 17,"We have free, volunteer heat pump coaches who are available to answer questions and can walk you through the process - (they are not sales people, not affiliated with any installer or brand, just interested in helping fellow homeowners). Would you like to know more about how to get free, personalized assistance from a heat pump coach?",0,"Yes/No"
 18,"In order to follow-up with you - what is the homeowner's name?",1,""
 19,"How would you like to follow-up? By email address?",2,""
-20,"OR by phone number?",3,""
+20,"Or by phone number?",3,""
 21,"What is the primary language spoken in your household? (Optional)",1,""
 22,"How would you describe your ethnicity or ancestry? (Optional)",1,""
 23,"Does the homeowner work 2 or more jobs? (Optional)",0,"Yes/No"