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Customer Experience, Voice Search, and Digital
Assistants:
Purna Virji | Senior Manager of Global Engagement
How AI is Changing the Way We Engage
@PurnaVirji
@PurnaVirji
54%	of	consumers	have	stopped doing
business with	a	brand	due	to	poor	
customer	experience.	- eMarketer
Source:	eMarketer	report	“Customers	Don’t	Have	Time	for	Poor	Customer	Service”
https://content-na1.emarketer.com/consumers-don-t-have-time-for-poor-customer-service
@PurnaVirji
“When	you	play	the	game	of	thrones,	
you win or you die.	There	is	no
middle ground.”	– Queen	Cersei	Lannister
Falling	from	Fortune
Only	188	of	Fortune	500	companies	
from	1995	remain	on	the	list	today.2
About	half	of	the	S&P	500	companies	
will	be	replaced	over	the	next	10	years.1
Avg	lifespan	on	S&P	500
Sources:
1. Corporate Longevity: Turbulence Ahead for Large Organizations, Innosight, 2016
2. Fortune 500 firms 1955 v. 2016, Mark J. Perry, American Enterprise Institute, December 2016
2026
33
20
14
years
@PurnaVirji
@PurnaVirji
Experience
Centric	Players
@PurnaVirji
@PurnaVirji
We	are	no	longer	in	the	age	of	
digital	marketing,	but	marketing in
the digital age.
@PurnaVirji
@PurnaVirji
@PurnaVirji
Cortana’s	To	Do	List
Reschedule	Purna’s	meeting
Submit	Purna’s	expense	report	on	time
Let	Purna	know	to	leave	early	for	trafficAlexa,	reorder	dog	food.
@PurnaVirji
“We	will	slowly	become	used	to	the	
idea	of	outsourcing our thinking and
decisions somewhat	to	machines.”	– Tom	
Goodwin,	Head	of	Innovation	at	Zenith	Media
Source:	TechCrunch	“7	things	to	think	about	voice”	https://techcrunch.com/2018/12/06/7-things-to-think-about-voice/
@PurnaVirji
We	need	to	plan—and optimize—for	it
@PurnaVirji
Cortana’s	To	Do	List
Reschedule	Purna’s	meeting
Submit	Purna’s	expense	report	on	time
Let	Purna	know	to	leave	early	for	traffic
How	are	people	engaging with	voice?
Source:	Microsoft’s	2019	Voice	Report
@PurnaVirji
Cortana’s	To	Do	List
Reschedule	Purna’s	meeting
Submit	Purna’s	expense	report	on	time
Let	Purna	know	to	leave	early	for	traffic
Satisfaction	rates	have increased too
Source:	Microsoft’s	2019	Voice	Report
@PurnaVirji
Search	is	the	intelligence platform
powering	intelligent	agents.	
@PurnaVirji
@PurnaVirji
The		opportunity	
here	is	to	assist the
assistants.
Which	assistants	are	people using?	
@PurnaVirji Source:	Microsoft’s	2019	Voice	Report
Not	all	answers	are	created equally
I	keep	getting	sick,	I	need	to	buy	more	vitamins.
I	can’t	help	with	
purchases	right	
now.	Here’s	what	I	
found	on	the	web.
Sure.	Vitamins.	The	first	
thing	I	found	on	Google	
Express	is	150	vitafusion
multi-vits at	Target	for	
$9.89…
Based	on	Purna’s	order	
history,	I	found	
NatureMade Vitamins	
for	$13.49	on	Amazon.	
I	found	this	on	the	
web…
@PurnaVirji
@PurnaVirji Source:	Microsoft’s	2019	Voice	Report
The	lines	are	blurring
@PurnaVirji
Fulfilment	à Discovery
Discovery	à Fulfilment
@PurnaVirji
Everything	is	a	remix
@PurnaVirji
@PurnaVirji
Three	heroic tips	for	success	with	voice	and	beyond
@PurnaVirji
1.	Broad Match: Turning	a	
villain into	a	hero
@PurnaVirji
Source:	Internal	Microsoft	Data,	June	2018
Voice	queries	use	natural	language...
@PurnaVirji
@PurnaVirjiSource:	Internal	Microsoft	Data,	June	2018
Which	reveals level	of	intent
@PurnaVirji
@PurnaVirji
And	offers	more	specificity
@PurnaVirji
I	/	me
Can	I	/	Should	I
Can	you	/	Will	you	/	Show	me
Best	/	Top	/	Highest	Rated
Now	/	Today	/	Tomorrow
First	Person	
Permissive	
Assistance	
Quality	
Time-Bound
[City	Name],	Nearby,	NearGeo-Mods
@PurnaVirji
With	natural language becoming	
more	common,	we’re	even	seeing	
typed queries getting longer.
SEMRush	data	shows	a	slow but steady change
@PurnaVirji Source:	SEMRush	Data,	North	America	from	March	2017- March	2019
@PurnaVirji
Raise	the	ROI	(and	the	roof)
@PurnaVirji
Every	day,	roughly	30% of queries coming	to	
the	Bing	Network	contain new terms.
@PurnaVirji
About	31% of our queries have	enough	
words	to	be	considered	“long tail.”
Note:	Long-tail	queries	here	are	defined	as	five	or	more	tokens.
@PurnaVirji
Cortana’s	To	Do	List
Reschedule	Purna’s	meeting
Submit	Purna’s	expense	report	on	time
Let	Purna	know	to	leave	early	for	traffic
Think	about	the	main uses for	digital	assistants
Source:	Microsoft’s	2019	Voice	Report
@PurnaVirji
“Quality	is	an	issue.”
But	what	of	the	risks	of	using	broad	match?	
“Broad	match	campaigns	are	perceived	being	less	efficient	and	not	hitting	KPIs.”
“Agencies	don’t	use	broad	match	as	a	best	practice,	but	rather	invest	in	
phrase	&	exact.”
Improved	language	
mismatch	signals
Enhanced	
negative	sentiment	
detection
Tighter	control	
and	restrictions	on	
adult	queries
Vertical-specific	
brand-product	
improvements
5+
algorithm	
changes
per	month
Entity
recognition	in	
query/ads
@PurnaVirji
Deep	neural	nets	and	other	machine learning at	work
@PurnaVirji
Your	bid is	your	control	lever.
@PurnaVirji
Audience-agnostic	
Broad	Match	campaign
Audience-agnostic
Reduce	(+)	anchors	in	BMM	campaigns
In-market	audiences
Bid	+	target	
Retargeting	audiences	(or	custom)
Bid	+	target
Incremental	conversion	opportunity
Manage	risk	via	a	phased approach
@PurnaVirji
Clicks
Exact RMKT	- BMM RMKT	- Broad
*	Recent	two-months	test
Exact RMKT	- Broad
CPA
Exact RMKT	- Broad
CPA	19%	more	
efficient19%	incremental	
click	volume
We	tested	broad	match	+	remarketing	(target	and	bid)
Make BM your new BFF
● Rethink the goal– discovery not conversion
● Lower your bids + monitor to identify themes
● Minimize risk + maximize reach with audiences
@PurnaVirji
@PurnaVirji
2.	Be	a	hero	and	get context
right to	increase	relevancy
Context matters	almost	as	much	as	keywords
I’m	hungry.	Ok,	I	admit,	I’m	hangry.	What	should	I	eat?	
Have	you	tried	staring	into	the	
fridge,	closing	it,	then	returning	
as	if	there	might	be	something	
new	in	there?	Give	it	a	few	tries,	
then	order	pizza.
Here	are	local	
restaurants…
Here	are	recipes	
you	can	try...	
Eggs	are	an	eggs-
ellent source	of	
nutrition	and	
protein.
@PurnaVirji
@PurnaVirji
@PurnaVirji
Think	of	the	nuances	and	different	scenarios
@PurnaVirji
- Voice	only
- Voice	+	Screen	(same)
- Regular	SERPs	
- Voice	+	Screen	(different)
@PurnaVirji
@PurnaVirji
Age:	30-35Gender:	Female
College	Student
Avid	Gamer
Parent
Audiophile
Visited	Warby Parker
Cortana/Invoke	Owner
Purchases	on	Mobile
Use	intelligent audiences to	improve	the	CX
@PurnaVirji
@PurnaVirji
a)	Test	out	broader In-Market	Audiences
For	example:	
• /Beauty	Products	&	Services/Tanning	&	Sun	Care	Products
• /Apparel	&	Accessories/Formal	Wear/Bridal	Wear
• /Autos	&	Vehicles/Motor	Vehicles/Motor	Vehicles	by	
Type/Luxury	Vehicles
@PurnaVirji
b)	Test	out	LinkedIn Profile	Targeting	(open	beta)	
@PurnaVirji
Target	groups	of	users	based	on:
• Company – e.g.	Microsoft,	Verizon,	Adobe,	etc.
• Job function – e.g.	engineering,	sales,	consulting,	etc.
• Industry – e.g.	retail,	banking,	marketing,	etc.
@PurnaVirji
b)	Test	out	LinkedIn Profile	Targeting	(open	beta)
@PurnaVirji
• Target	up	to	1,000	companies,	1,000	job	functions	and	
1,000	industries	at	ad	group	level.
• Target	1,000	companies,	1,000	job	functions	and	1,000	
industries	at	campaign	level.
• If there is targeting at the ad group level, this will
override the campaign-level targeting.
b)	Test	out	LinkedIn Profile	Targeting	(open	beta)
@PurnaVirji
e.g.	You’d	like	to	target	20,000	companies.
q Create	20	ad	groups,	each	targeting	1,000	companies.
q The	campaign-level	limit	of	1,000	will	be	overridden	by	
ad	group-level	targeting,	so	you	can	target	all	20K.	
b)	Test	out	LinkedIn Profile	Targeting	(open	beta)
@PurnaVirji
c)	Score	big	via	deeper insights Custom	Audiences	offer
@PurnaVirji
Custom audiences to reach:
@PurnaVirji
Get context right with the help of intelligent audiences
● Cast a wider net with tangentially-related in-market
audience lists
● Optimize bids for high-value professional demos via
LinkedIn targeting
● Tailor ads based on 1st party data with custom
audiences
@PurnaVirji
@PurnaVirji
3.	Recognize	how	heroic	
voice + visual can	be
@PurnaVirji
@PurnaVirji
There	are	already more than 1 billion
visual searches per month on	platforms	
like	Pinterest,	Amazon,	eBay	and	Google	
Lens.	- eMarketer
Source:	eMarketer	report	“Ten	Key	Digital	Trends	for	2019”	https://www.emarketer.com/content/ten-key-digital-trends-for-2019
@PurnaVirji
Source:	https://www.prnewswire.com/news-releases/voice-shopping-set-to-jump-to-40-
billion-by-2022-rising-from-2-billion-today-300605596.html@PurnaVirji
@PurnaVirji Source:	Microsoft’s	2019	Voice	Report
62.3%!
“Have	you	ever	attempted	to	make	a	purchase	using	
either	a	digital	assistant	or	your	smart	home	speaker?”
@PurnaVirji Source:	Microsoft’s	2019	Voice	Report
It’s	not	just	for	food	(tho pizza=happiness)
@PurnaVirji
@PurnaVirji
voice-driven	
channel
Or	related
products
results	in	
organic
@PurnaVirji
Cortana	app
@PurnaVirji
<	HTML	>
@PurnaVirji
1
• Titles
2
• Descriptions
3
• GTIN’s (Global	Trade	Identification	Numbers)
4
• Brand	/	Manufacturer	Part	Number
5
• Product	Category	(Taxonomy)
6
• Product	Variant	Attribute/Item	Group	ID	
• (color, gender,	size,	material,	pattern)
Matching	&	relevance
Matching	&	relevance
Matching
Matching
Matching
Matching
@PurnaVirji
- Include	the	following:
• Brand +	Product	Name	+	Product	Type	+ Size + Color (if	
applicable)	
Example:	Contoso	(COI37117)	3/8in.	Drive	Standard	6	
Point	Impact	Socket	17mm	#	37117
- Normalize	to	most	common	(used	vs	pre-owned)
- Know	your	limits:	35	|	150
Titles	Cheat	Sheet:
TIP:	
Check	the	search	
term	report	for	
ideas	to		make	titles	
more	relevant.
@PurnaVirji
In	Feed:	Ready	to	drink	Protein	Coconut	water	Size:	330ML.	Color:	Coconut.
Goal=relevancy,	not winning	the	click
Optimized:	Ready	to	drink	Protein	Coconut	water	Size:	330ML.	Color:	Coconut.	Coconut	water	drink	with	
fruit	juice	concentrate,	whey	protein	and	sweeteners.	Coconut	Water	(48%)*,	Whey	Protein	Concentrate	
(Milk),	Water,	Strawberry	puree	(1.2%),	Banana	puree	(0.7%),	Colour (Carrot	Concentrate),	Lemon	
juice*,	Natural	Flavouring,	Sweeteners (Sucralose,	Acesulfame-K),	Acidity	Regulators	(Lactic	Acid,	
Sodium	Citrate),	Stabiliser (Pectin).	Size	(330)	Unit	(ML)
@PurnaVirji
Turn your product feed into a superhero
● Make titles and descriptions work harder
● Use the same feed across search and audience
campaigns
● Refresh often, ideally daily or weekly
@PurnaVirji
@PurnaVirji@PurnaVirji
Putting	it	
all	
together
@PurnaVirji@PurnaVirji
1.	We	need	to	manage	
our	presence and	assist	
the	assistants.
@PurnaVirji@PurnaVirji
2.	We	need	to	get	
the	context right.
@PurnaVirji@PurnaVirji
3.	We	need	to	make	it	
visually compelling as	
well.
@PurnaVirji
Cortana’s	To	Do	List
Reschedule	Purna’s	meeting
Submit	Purna’s	expense	report	on	time
Let	Purna	know	to	leave	early	for	traffic
Handy	links
- Microsoft	2019	Voice	Report:	aka.ms/2019-voice-report	
- Product	Audiences:	aka.ms/prod-aud
- LinkedIn	Profile	Targeting:	aka.ms/LI-prof-targ
- Rethinking	Broad	Match:	aka.ms/rethinking-BM
@PurnaVirji
Thank	you!
Say hi
@purnavirji
Customer Experience, Voice Search and Digital Assistants: How AI is Changing the Way We Engage

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