You were right The Skeptic, this time I found they added a new option, "I recently upgraded to iOS 10" (they should have written 11, wonder why they had written 10). I selected that and was able to chat with the support. He suggested me a lot of things, but my battery is still the same.
Highlights from our chat:
1. I was on 11.1.2 at that time, he asked me to update to 11.2. He told me that iOS has many battery saving/improving fixes.
2. He ran a remote diagnostic test on my device and found that the battery did not have any problems.
3. Asked me for app battery usage summary screenshot.
4. I had only 350 mb of free space, he said that could be one reason for battery issue.
5. To save battery he asked me turn on auto brightness(which was already ON), reduce notifications, reduce Background App Refresh, use Low Power Mode more frequently.
6. Updating my phone to 11.2 in RECOVERY MODE.
BTW I have addressed all the points mentioned above.
In my phone he also found that system(OS) is taking up 7gb of space, which is abnormal(I think normally it is around 4 gb ), that should have been cleared automatically but cos of some bug it is not cleared is what he said. Updating iOS in RECOVERY MODE will clear that I was told but it did not.