Insights Description App Analytics are siloed, there is no way for you to know get insights into your competition's app. Insights leverages the android accessibility API to get you all the metrics you want to track in any 3rd party app.

Use cases As a PM at snapdeal, you want to know if the new chat feature in Flipkart is successful. While you can conduct paid surveys - those generally fail to record user behaviour accurately. Insights allows you to run survey to track usage of chat feature on real android devices, without requiring any user intervention. So, as a PM you better spend your team's time. As UI/UX developer you want to know which date widget is more effective. Insights allows you to run surveys on our platform - to get insights into data widget usage patterns. Survey Schema

{
	"Survey-id": "survey"
	"event_type": "instant", // interval
	 // For interval based events - start_trigger, stop_trigger
	"Event_trigger": {
	"On_action" : "click",
	"Resource_id": "add_to_cart",
	"Package_name": "com.flipkart.android",
	"Activity": {
// identifying app screen here
"Contains_text": ["ratings", "reviews", "description", "ratings"],
		"Contains_id": ["add-to-cart", "favorite-flipkart",]
}
},
"Parameters": [
	{
"Type": "Integer",
"Name": "price",
"Resource-id": "flipkart-price"
},
{
"Type": "Float",
"Name": "rating",
"Resource-id": "rating"
}
],
 }

Datapoint Schema
{
	"Survey_id": "f23bea784aef729",
	"Start_time": <timestamp>,
"User-data": {
	"Id": "b4168aed127012ef" // unique user device identifier
	"Age": 20,
	"Phone-model": "",
	"Phone",
	"Cellular or wifi"
},
Params : {
	"Price": 50,
	"Rating": 3.4
}
}

App Flow

• Accessibility Service
• Read survey file (surveys.json) and create in memory data structure
• For each accessibility event (needs to be quick!)
• Get current active app
• If event trigger exists for active app
• Run rules
• Extract data
• Send information to backend (possibly in background worker - queue requests)
• Main app
• Update surveys file
• Installed apps?

Backend

• API Endpoint
• Have ES index for each survey
• Index datapoint into appropriate survey index User data? other

Frontend

• Landing page
• Login/Signup
• Account home
• Dashboard
• showing active surveys
• Edit Survey
• Survey Dashboard
• Visualization on active dashboard
• Create Survey
• Form to create survey schema