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Digital	Marketing	Certification	–	Capstone	
Project	
University	of	Illinois	–	Urbana/Champaign	&	Coursera	
Prepared	by	Ken	Wood																																																																									
Founder/CEO,	ROAR	Marketing	Concepts,	LLC																																																
July	2016
2	
Executive	Summary	.....................................................................................................	3	
Client	Analysis	-	Grainger	.............................................................................................	4	
Fig.	1	–	Grainger	Customer	Breakout	................................................................................................................	5	
Client	Analysis	–	Bosch	.................................................................................................	6	
Fig.	2	-	SWOT	Analysis	for	Bosch	........................................................................................................................	7	
Problem	Statement	......................................................................................................	8	
The	Customer	Decision	Journey	(CDJ)	........................................................................	10	
Fig.	3	–	The	Customer	Decision	Journey	Diagram	.....................................................................................	10	
Fig.	4	–	Customer	Decision	Journey	Mapping	.............................................................................................	12	
Audience	Discovery	Questions	and	Recommended	Analysis	......................................	13	
Fig.	5	–	Audience	Discovery	Questions	&	Recommended	Analysis	...................................................	14	
Data	Collection	and	Analysis	......................................................................................	15	
Fig.	6	-	Types	of	Data	Analysis	...........................................................................................................................	17	
Channel	Strategy	-	(Email	and	Display)	.......................................................................	20	
Fig.	7	-	Creating	Customer	Demand	.................................................................................................................	20	
Fig.	8	-	Marketing	Strategy	for	Audience	Category	1:	New	Customer	..............................................	20	
Fig.	9	–	Content	Marketing	Strategy	for	Audience	Category	1:	Existing	Customer	....................	21	
Fig.	10	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	Scenario	1	..........	22	
Fig.	11	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	Scenario	2	..........	22	
Fig.	12	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	Scenario	3	..........	23	
Fig.	13	-	Channel	Marketing	Strategy	for	Audience	Category	1:	New	Customer	.........................	24	
Fig.	14	-	Channel	Marketing	Strategy	for	Audience	Category	1:	Existing	Customer	..................	25	
Fig.	15	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	1	..................................	26	
Fig.	16	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	2	..................................	27	
Fig.	17	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	3	..................................	28	
Test	and	Control	Plan	.................................................................................................	30	
Fig.	18	–	Four	Pillars	of	Market	Research	.....................................................................................................	30	
Fig.	19	–	Activity	Mapping	for	Research	Objective	#1	............................................................................	32	
Fig.	20	–	Activity	Mapping	for	Research	Objective	#2	............................................................................	34	
Fig.	21	–	Activity	Mapping	for	Research	Objective	#3	............................................................................	36	
Endnotes	...................................................................................................................	38
3	
Executive	Summary	
		
The	work	in	this	document	represents	the	result	of	six	weeks	of	effort	expended	to	
complete	the	Capstone	Project	for	the	University	of	Illinois	at	Urbana/Champaign	
Digital	Marketing	Specialization	through	Coursera.		The	project	is	designed	to	help	
the	student	apply	the	principles	he	has	learned	in	the	previous	five	courses	on	
Marketing	in	a	Digital	World,	Marketing	Analytics	in	Theory/Practice,	and	Digital	
Marketing	Channels	(Landscape	and	Planning).		
	
Specifically,	students	enrolled	in	the	Capstone	will	be	working	to	help	the	client,	
Grainger,	create	a	digital	marketing	plan.	The	desired	goal	of	Grainger’s	multi-
channel	digital	marketing	campaign	to	increase	sales	of	Bosch	power	tools	by	10%	
on	Grainger.com.	
	
After	completing	this	Capstone,	the	student	will	successfully	be	able	to:1		
	
• Apply	the	process	of	analyzing	a	client	to	setup	a	basis	for	a	digital	campaign.	
• Map	out	the	Consumer	Decision	Journey.	
• Apply	the	Plan,	Collect,	Analyze,	Report	framework	to	focus	the	campaign.	
• Create	a	content	and	channel	strategy	to	support	the	campaign	objectives.	
• Identify	a	test	and	control	plan	for	the	strategy.	
• Apply	skills	in	presentation	and	data	visualization	to	prepare	a	final	campaign	
strategy.
4	
Client	Analysis	-	Grainger	
	
Grainger’s	provides	significant	value	to	its	MRO	customer	base	through	an	advanced	
supply	chain	infrastructure	and	global	distribution	network.				Their	goal	is	to	supply	
the	‘right’	product	at	the	‘right’	time	at	the	‘right’	price.		Grainger’s	strategic	
priorities,	as	stated	in	their	“2016	Fact	Book”2,	are:	
	
• Create	value	for	different	customers	
• Ensure	an	effortless	customer	experience	
• Reduce	cost	
• Help	its	employees	grow	and	succeed	
• Be	responsible	stewards	within	the	business	community		
	
Additionally,	Grainger	stated	in	a	recent	press	release	that,	due	to	changing	
demographics	and	the	need	for	comprehensive	coverage,	it	planned	to	expand	its	
market	presence	in	key	metropolitan	areas	by	adding	branches,	expanding	the	size	
of	certain	existing	branches	and	adding	personnel.3	
	
According	to	SimilarWeb.com4,	Grainger’s	web	site	(www.grainger.com)	received	a	
total	of	5.1M	visits	in	May	2016.		Average	time	spent	on	the	site	was	3:49	minutes.		
Average	number	of	page	views	was	4.71	and	the	bounce	rate	off	of	the	site	was	close	
to	40	percent.	
	
Grainger	is	active	on	several	social	platforms	that	help	drive	traffic	to	their	web	site.		
However,	the	traffic	derived	from	these	sources	was	only	0.45	percent	of	the	total	
for	May	2016.		The	biggest	contributors	were	Facebook,	followed	by	YouTube,	
LinkedIn,	Reddit,	and	Twitter.
5	
In	its	2016	Fact	Book,	Grainger	breaks	down	its	customer	base	by	industry	vertical	
and	by	product	category.5		Results	are	below:	
	
	
Industry	Vertical	 	 	 Product	Category	 	
Heavy	Manufacturing	 18%	 	 Safety	&	Security	 19%	
Commercial	 14%	 	 Material	Handling	 12%	
Other	 14%	 	 Metalworking	 11%	
Government	 13%	 	 Cleaning/Maintenance	 9%	
Light	Manufacturing	 11%	 	 Pumps/Plumbing/Test	 8%	
Contractor	 10%	 	 Hand	Tools	 7%	
Retail/Wholesale	 6%	 	 Other	 7%	
Transportation	 6%	 	 HVAC	 6%	
Natural	Resources	 4%	 	 Electrical	 5%	
Reseller	 4%	 	 Lighting	 5%	
	 	 	 Fluid	Power	 3%	
	 	 	 Power	Tools	 3%	
	 	 	 Power	Transmission	 2%	
	 	 	 Specialty	Brands	 2%	
	 	 	 Motors	 1%	
	 	
	 	
Fig.	1	–	Grainger	Customer	Breakout	
	
	
Grainger	also	segments	it	customers	into	six	major	geographical	regions,	which	are:	
USA,	Canada,	Latin	America,	Japan,	Asia,	and	Europe.	
	
On	page	2	of	its	2016	Fact	Book,	Grainger	management	discusses	the	
changes/trends	in	their	customer’s	purchasing	patterns,	which	must	be	continually	
monitored	and	addressed.6		These	trends	include	an	increasing	customer	need	for	
real	time	information	that	only	a	digitally	connected	infrastructure	can	provide.	
Moreover,	Grainger	realizes	the	increasing	influence	and	demands	of	a	growing	
Millennial	workforce	that	has	“grown	up”	on	technology	and,	as	a	result,	naturally	
expects	their	business	partners	to	be	technically	proficient.			A	large	majority	of	
Grainger’s	customers	are	now	purchasing	on-line	and	have	sophisticated	inventory	
management	systems	that	require	just-in-time	deliveries.			
	
According	to	Wikipedia,	MRO	involves	the	fixing	of	any	sort	of	mechanical,	plumbing	
or	electrical	device	should	it	become	out	of	order	or	broken	(known	as	repair,	
unscheduled,	or	casualty	maintenance).	It	also	includes	performing	routine	actions	
that	keep	the	device	in	working	order	(known	as	scheduled	maintenance)	or	
prevent	trouble	from	arising	(preventive	maintenance).7
6	
Grainger	profiles	the	North	American	MRO	market	in	their	2016	Fact	Book.7	The	
market	is	divided	between	the	USA	(large,	medium,	&	small	businesses)	and	Canada.		
Of	the	estimated	$130B	MRO	total	market	in	the	United	States,	Grainger	commands	
an	approximately	5	to	6	percent	share.		Likewise,	in	Canada,	Grainger	enjoys	an	8	
percent	share	of	a	$11B	total	market.	
	
According	to	the	industrial	distribution	web	site	www.inddist.com,	Grainger	ranks	
third	out	of	the	top	50	industrial	distributors	in	terms	of	global	revenue.8		The	site	
also	provides	a	break	down	of	the	other	major	players/providers	in	the	MRO	space.	
Client	Analysis	–	Bosch	
	
Bosch	positions	their	power	tool	products	as	high-quality,	heavy-duty	tools	that	
meet	the	harsh	and	demanding	requirements	of	the	professional	MRO	market.		As	
mentioned	in	the	Bosch	Power	Tool	Branding	YouTube	video,	builders	choose	Bosch	
tools	because	of	their	ruggedness,	reliability	and	ability	to	handle	a	fair	amount	of	
“pressure”	from	the	tool	operator.8	Bosch	leverages	its	“premium	quality”	image	and	
targets	its	messaging	to	professionals	who	need	a	continuous	duty	power	tool	that	is	
reliable.		Bosch	also	makes	mention	of	its	cordless	line	of	tools	that	incorporate	the	
latest	advances	in	power	consumption	minimization	and	battery	storage	
technology.		Implicit	in	Bosch’s	branding	is	the	concept	of	a	premium	product	for	
which	MRO	professionals	are	willing	to	pay	a	premium.		
	
As	implied	in	one	of	Bosch’s	Power	Tool	Branding	YouTube	video,	Bosch’s	primary	
customer	is	the	MRO	construction	worker	who	uses	power	tools	as	a	part	of	their	
daily	job.9		This	group	demands	high	quality	and	ruggedness	from	a	power	tool	that	
is	also	able	to	take	a	little	“abuse”.		Bosch’s	secondary	audience	is	the	construction	
manager/foreman	who	manages	those	workers	who	use	power	tools	at	their	site.		
Messaging	to	this	secondary	group	focuses	on	the	quality	and	reliability	aspects	of	
Bosch	power	tools	(i.e.,	mean	time	to	repair/replace	the	tool	is	much	longer	than	
competing	brands),	which	minimizes	the	total	cost	of	ownership	of	the	tool.		
	
Both	primary	and	secondary	customers	tend	to	increasingly	leverage	Bosch’s	on-
line	presence	to	further	interact	with	the	brand.		Of	particular	interest	to	both	
groups	is	Bosch’s	power	tool	selection	guide	segmented	by	industry	trade	and	
application	that	is	available	on	their	web	site.10	
	
The	Mining.com	web	site	posted	an	article	on	Bosch’s	new	North	American	Power	
Tool	web	site	launch.11		The	article	discusses	how	Bosch	recognizes	the	move	by	
consumers	and	professionals	to	smartphones	and	tablets	over	desktop	computers	
and,	in	response	to	this	trend,	has	revamped	its	website,	debuting	a	more	
responsive,	mobile-friendly	design	along	with	a	series	of	upgraded	features.
7	
SWOT	Analysis	for	Bosch	can	be	found	on	WikiWealth.com.12	
	
	
	
	
Fig.	2	-	SWOT	Analysis	for	Bosch	
	
In	answering	these	questions,	we	have	assumed	that	the	Bosch	brand	attributes	
associated	with	product	innovation,	quality	and	reliability	extend	beyond	power	
tools	and	apply	to	all	products	and	services	under	the	Bosch	“umbrella”.	
	
According	to	SimilarWeb.com,	the	Bosch	Power	Tools	web	site	
(www.boschtools.com	)	received	a	total	of	305K	visits	in	May	2016.13		Average	time	
spent	on	the	site	was	3:23	minutes.		Average	number	of	page	views	was	3.76	and	the	
bounce	rate	off	of	the	site	was	close	to	44	percent.	
	
Bosch	is	active	on	several	social	platforms	that	help	drive	traffic	to	their	web	site.		
However,	the	traffic	derived	from	these	sources	was	only	0.38	percent	of	the	total	
for	May	2016.		The	biggest	contributors	were	Facebook,	followed	by	YouTube,	
Facebook	and	Twitter.	
	 	
Strengths	
Strong	Supply	Chain	
Infrastructure	
Unique	Products	
Technology	
Brand	Name	
Recognition	
Weaknesses	
	
Costly	solution	for	
inefnicient	worknlows	
Lack	of	Scale	
High	Cost	Structure	
Opportunities	
Ability	to	Innovate	
New	Technology	
New	&	Emerging	
Markets	
International	Expansion	
Digital	Marketing/
Messaging	
Threats	
Soft	economy	
Many	competitors	
Government	regulations	
Availability	of	substitute	
products
8	
Problem	Statement	
	
The	purpose	of	this	capstone	project	is	to	design	a	multi-channel	digital	marketing	
campaign	for	the	client,	Grainger,	as	they	target	a	sales	increase	of	Bosch	Power	
Tools	by	10%	on	Grainger.com.	The	client	wants	the	campaigns	to	focus	on	display	
advertising	and	email	for	this	project.	
	
Grainger	is	a	firm	that	supplies	MRO	(Maintenance,	Repair,	and	Operation)	
products.	They	provide	anything	that	a	firm	may	need	which	may	not	become	part	
of	the	final	product.	The	supplies	can	be	procured	through	Grainger.com,	from	370	
branches	across	the	USA,	or	over	the	phone.	They	are	a	business-to-business	(B2B)	
company	and	have	a	global	footprint	with	many	subsidiaries	in	different	countries	
across	the	globe.	Even	though	Grainger	is	a	B2B	firm,	it	is	actually	very	similar	to	a	
B2C	firm,	where	they	market	to	the	end	consumer	as	well.	Traditionally,	Grainger	
would	have	done	marketing	campaigns	by	itself	over	various	platforms	such	as	
search	ads,	displays,	social,	etc.	Recently,	they	have	started	looking	at	partnering	
with	their	big	suppliers	to	conduct	joint	promotional	campaigns.	Bosch	Tools	is	one	
such	supplier.	Bosch	Tools,	a	unit	of	Bosch,	supplies	power	tools	to	Grainger,	and	
Grainger	is	one	of	the	main	B2B	resellers	of	Bosch.	Bosch	Tools	has	several	other	
B2C	online	partners	and	a	few	B2B	partners	as	well.	
	
Grainger	and	Bosch	Tools	are	partnering	together	to	explore	ways	to	increase	sales	
of	power	tools.	They	would	like	to	increase	sales	by	10%	by	working	more	closely	to	
sell	more	products	to	existing	customers,	find	new	customers,	and	sell	across	
product	categories	as	well.	Boschtools.com	is	itself	a	consumer-facing	website	and	
has	data	on	customer	behavior,	and	Bosch	is	sharing	this	data	with	Grainger.	
	
In	this	Capstone,	our	task	will	be	to	present	a	campaign	to	the	Grainger	Digital	
Marketing	team	on	how	to	increase	the	awareness	and	sale	of	Bosch	power	tools	by	
10%	on	Grainger.com.		We	will	target	the	current	and	potential	customers	by	
focusing	on	display	and	email	channels.	Display	advertising	could	be	through	
Grainger.com	or	through	programmatic	display	ad	purchases.	The	email	database	is	
owned	by	Grainger	and	has	users	interested	in	the	category	of	power	tools.	
	
The	final	output	will	be	a	digital	campaign	strategy	document	that	helps	answer	the	
following	prompts.	
	
Question	1:	How	can	Grainger	increase	sales	of	Bosch	Tools	power	tools	on	
Grainger.com	to	customers	who	first	visit	Boschtools.com?	We	will	consider	the	
scenarios	listed	below.	
	
Scenario	1:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool	(for	example	a	
drill),	but	do	not	visit	Grainger.com
9	
Scenario	2:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	power	tools	category	
Scenario	3:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	plumbing	category	but	not	power	
tools	
	
Question	2:	How	can	Grainger	cross-sell/up-sell	more	Bosch	products	from	
categories	beyond	power	tools	to	its	existing	customers?	We	will	make	the	
assumption	that	these	existing	customers	have	already	bought	Bosch	brand	tools	on	
Grainger.com.
10	
The	Customer	Decision	Journey	(CDJ)	
	
	
	
Fig.	3	–	The	Customer	Decision	Journey	Diagram14
	
	
	
Question	1:	How	can	Grainger	increase	sales	of	Bosch	Tools	power	tools	on	
Grainger.com	to	customers	who	first	visit	Boschtools.com?		
	
Scenario	1:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool	(for	example	a	
drill),	but	do	not	visit	Grainger.com	
	
Build	Awareness15	
	
• Primary	question:	Do	consumers	recall	and	recognize	my	brand?	
• CDJ:		Initial	consideration	set	
	
Scenario	2:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	power	tools	category	
	
Influence	Consideration16	
	
• Primary	question:	“Do	the	products	I	offer	satisfy	consumer’s	needs?”	
• CDJ:	Active	Evaluation
11	
Scenario	3:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	plumbing	category	but	not	power	
tools	
	
Improve	Sales	Process17	
	
• Primary	question:	Do	my	sales	efforts	result	in	wins	for	my	brand?		Am	I	winning	at	
shelf?		Cart	abandonment?	
• CDJ:		Moment	of	Purchase	
	
Question	2:	How	can	Grainger	cross-sell/up-sell	more	Bosch	products	from	
categories	beyond	power	tools	to	its	existing	customers?		
	
Grow	Loyalty18	
	
• Do	consumers	advocate	for	my	brand?	
• CDJ:		Loyalty	Loop
12	
	
	
Question	1:		
	
How	can	Grainger	
increase	sales	of	Bosch	
Tools	power	tools	on	
Grainger.com	to	
customers	who	first	visit	
Boschtools.com?		
	
	
	
	
Business	
Objective	
	
	
	
Customer	Decision	
Journey	(CDJ)	Mapping	
	
	
	
Recommended	Analysis19	
	
Scenario	1:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool	(for	example	a	
drill),	but	do	not	visit	
Grainger.com	
	
	
	
Build	Awareness	
	
Primary	Question:	“Do	
customers	recall	and	
recognize	my	brand”	
	
Initial	consideration	set	
	
1. “Why	is	the	Scenario	1	
audience	not	visiting	
Grainger.com?”	
	
2. “Are	there	aspects	of	
Bosch’s	web	site	that	
discourage	subsequent	
visits	to	Grainger’s	site?”	
	
	
Competitive	Intelligence	
	
1. Use	“Compete”	tool	to	answer:	“Where	are	
audiences	going	after	visiting	
boschtools.com?”	
	
2. Use	Adwords	Keyword	tool	to	answer:	
“What	causes	audiences	to	visit	competitor	
sites	after	visiting	boschtools.com”?	
	
	
Scenario	2:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool,	and	then	visit	
Grainger.com,	log	in	to	
Grainger.com,	and	visit	
the	power	tools	category	
	
	
Influence	
Consideration	
	
Primary	Question:	“Do	
the	products	I	offer	
satisfy	customer	needs?”	
	
Active	evaluation	
	
“What	influencers	should	be	
installed	on	the	Bosch	and	
Grainger	web	sites	to	get	the	
Scenario	2	audience	to	
explore	Bosch	power	tools?”	
	
Experimentation/Testing	
	
1. Analyze	grainger.com	web	traffic	data	to	
see	where	audiences	are	visiting	within	the	
power	tools	category.	
	
2. Perform	A/B	testing	using	Google	Website	
Analyzer	to	determine	what	content	will	
influence	audiences	to	look	at	Bosch	power	
tools	on	grainger.com	
	
	
Scenario	3:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool,	and	then	visit	
Grainger.com,	log	in	to	
Grainger.com,	and	visit	
the	plumbing	category	but	
not	power	tools	
	
	
	
Improve	Sales	Process	
	
Primary	Question	–	“Do	
my	sales	efforts	result	
in	wins	for	my	brand?		
Am	I	winning	at	shelf?”	
	
	
Moment	of	Purchase	
	
“Why	is	the	Scenario	3	
audience	not	visiting	the	
power	tools	section	of	the	
Grainger	web	site?”	
	
Outcomes	analysis	
	
1. Use	Mongoose	Metrics	or	Google	Analytics	
to	determine	percentage	of	audience	that	
does	not	convert	under	Scenario	3.	
	
2. Perform	A/B	testing	using	Google	Website	
Analyzer	to	determine	optimal	influencers	
to	get	Scenario	3	audience	visitors	to	visit	
Bosch	power	tools	section	on	
Grainger.com.	
	
	
Question	2:		
How	can	Grainger	cross-
sell/up-sell	more	Bosch	
products	from	categories	
beyond	power	tools	to	its	
existing	customers?		
	
	
Grow	Loyalty	
	
Primary	Question	–	“Do	
consumers	advocate	for	
my	brand?”	
	
Loyalty	Loop	
	
“What	makes	loyal	customers	
for	Bosch	products	through	
the	Grainger	web	site?”	
	
Voice	of	customer	(brand	advocacy)	
	
1. Use	on-line	survey	providers	such	as	4Q	By	
iPerceptions	or	Kissinsights	to	understand	
why	customers	chose	the	Bosch	Brand.	
	
	
Fig.	4	–	Customer	Decision	Journey	Mapping
13	
Audience	Discovery	Questions	and	Recommended	Analysis	
	
Question	1:	How	can	Grainger	increase	sales	of	Bosch	Tools	power	tools	on	
Grainger.com	to	customers	who	first	visit	Boschtools.com?		
	
Scenario	1:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	but	do	not	
visit	Grainger.com.	
	
Build	Awareness20	
	
• Primary	question:	Do	consumers	recall	and	recognize	my	brand?	
• Analysis:		Competitive	intelligence	
	
Scenario	2:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	power	tools	category	
	
Influence	Consideration21	
	
• Primary	question:	“Do	the	products	I	offer	satisfy	consumer’s	needs?”	
• Analysis:		Experimentation/Testing	
	
Scenario	3:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	visit	
Grainger.com,	log	in	to	Grainger.com,	and	visit	the	plumbing	category	but	not	power	
tools	
	
Improve	Sales	Process22	
	
• Primary	question:	Do	my	sales	efforts	result	in	wins	for	my	brand?		Am	I	winning	at	
shelf?		Cart	abandonment?	
• Analysis:		Outcomes	analysis	
	
	
Question	2:	How	can	Grainger	cross-sell/up-sell	more	Bosch	products	from	
categories	beyond	power	tools	to	its	existing	customers?		
	
Grow	Loyalty23	
	
• Do	consumers	advocate	for	my	brand?	
• Analysis:	Voice	of	customer	(brand	advocacy)
14	
	
Question	1:		
	
How	can	Grainger	increase	
sales	of	Bosch	Tools	power	
tools	on	Grainger.com	to	
customers	who	first	visit	
Boschtools.com?		
	
	
	
	
Business	
Objective	
	
	
	
Key	Questions	
About	Audience	
Behavior	
	
	
	
Recommended	Analysis24	
	
	
Scenario	1:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool	(for	example	a	
drill),	but	do	not	visit	
Grainger.com	
	
	
	
Build	Awareness		
	
Primary	Question:	“Do	
customers	recall	and	
recognize	my	brand”	
	
Competitive	Intelligence	
	
“Where	are	audiences	going	after	
visiting	boschtools.com?	
	
	
	
Boschtools.com	web	site	traffic	
data	à“Compete”	tool	
	
Competitive	Intelligence	
	
“What	causes	audiences	to	visit	
competitor	sites	after	visiting	
boschtools.com”?	
	
	
	
Boschtool.com	web	site	traffic	data	
à	Adwords	Keyword	tool		
	
	
Scenario	2:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool,	and	then	visit	
Grainger.com,	log	in	to	
Grainger.com,	and	visit	the	
power	tools	category	
	
	
Influence	
Consideration	
	
Primary	Question:	“Do	
the	products	I	offer	
satisfy	customer	needs?”	
	
Experimentation/Testing	
	
“What	are	audiences	looking	at	within	
the	power	tools	category?	
	
	
Use	Google	Analytics	to	analyze	
grainger.com	web	traffic	data	
	
	
Experimentation/Testing	
	
“What	content	will	influence	audiences	
to	look	at	Bosch	power	tools	on	
grainger.com?”	
	
	
	
Perform	A/B	testing	using	Google	
Website	Analyzer	
	
Scenario	3:		
	
Audiences	that	visit	
Boschtools.com,	look	at	a	
power	tool,	and	then	visit	
Grainger.com,	log	in	to	
Grainger.com,	and	visit	the	
plumbing	category	but	not	
power	tools	
	
	
Improve	Sales	Process	
	
Primary	Question	–	“Do	
my	sales	efforts	result	
in	wins	for	my	brand?		
Am	I	winning	at	shelf?”	
	
Outcomes	Analysis	
	
“What	is	the	percentage	of	audience	
that	does	not	convert	under	Scenario	
3?”	
	
	
Use	Mongoose	Metrics	or	Google	
Analytics	on	web	site	data	for	
Grainger.com.	
	
	
Outcomes	Analysis	
	
“What	are	the	optimal	influencers	to	
induce	Scenario	3	audience	visitors	to	
visit	Bosch	power	tools	section	on	
Grainger.com?”	
	
	
	
Perform	A/B	testing	using	Google	
Website	Analyzer	
	
	
Question	2:		
	
How	can	Grainger	cross-
sell/up-sell	more	Bosch	
products	from	categories	
beyond	power	tools	to	its	
existing	customers?		
	
	
Grow	Loyalty	-		
	
Primary	Question	–	“Do	
consumers	advocate	for	
my	brand?”	
	
	
Voice	of	customer	(brand	advocacy)	
	
“Why	do	Grainger	customers	choose	
the	Bosch	brand?”	
	
	
	
	
Use	on-line	survey	providers	such	as	
4Q	By	iPerceptions	or	Kissinsights		
Fig.	5	–	Audience	Discovery	Questions	&	Recommended	Analysis
15	
Data	Collection	and	Analysis	
	
Question	1	–	Scenario	1	
	
Our	goal	is	to	“Build	Awareness”	for	the	Grainger	brand	and	we	will	perform	a	set	
of	analyses	that	will	point	to	key	insights	in	competitive	intelligence.25	According	to	
Avinash	Kaushik,	the	goal	of	obtaining	competitive	intelligence26	is	to:	
	
1. Get	context	to	Grainger’s	own	performance	vis-a-vis	its	competitors	(the	
ones	they	know	about	and	the	ones	they	don't)	
2. Analyze	ecosystem	trends,	opportunities,	failures,	impact	of	your	marketing	
spend,	emerging	customer	preferences	and	changes,	etc.	
	
The	data	sets	we	will	collect	will	include	grainger.com	web	traffic	data	reports	and	
outputs	from	various	tools	used	to	measure	traffic	to	and	from	boschtools.com	and	
grainger.com.		Key	Performance	Indicators	(KPIs)	we	will	measure	include:	
	
A. Frequency	of	Scenario	1	audience	visits	to	Grainger.com	à	Analyze	sites	
visited	by	audiences	before	and	after	visiting	boschtools.com	and	
grainger.com	(including	frequency)	using	the	“Compete”	tool.		
B. Scenario	1	audience	site	visits	after	visiting	boschtools.com	à	Deploy	the	
Adwords	Keyword	tool	on	boschtools.com	web	traffic	data	to	measure	the	
effect	of	this	influencer.	
C. Establish	metrics	for	Bounce	Rate,	Applause	Rate,	and	Amplification	Rate	for	
grainger.com	using	Google	Analytics	and	Google	Correlate27.	
There	may	be	some	sampling	bias	associated	with	the	web	traffic	data	being	
analyzed	by	the	Compete	tool	for	KPI	#1.28		To	eliminate	this	effect	(including	the	
possibility	of	seasonality),	we	will	ensure	that	we	have,	at	a	minimum,	one	year’s	
worth	of	data	to	analyze.			
	
Question	1	–	Scenario	2	
	
In	this	scenario,	our	goal	is	to	“Influence	Consideration”	for	Grainger	as	a	supplier	
of	Bosch	power	tools	and	we	will	perform	a	set	of	experiments	and	tests	to	
determine	what	influencers	should	be	installed	on	the	Bosch	and	Grainger	web	
sites.29		The	results	should	enable	us	to	induce	the	Scenario	2	audience	to	explore	
Bosch	power	tools	on	the	Grainger	site.		
	
Key	Performance	Indicators	(KPIs)	we	will	measure	include30:	
	
A. Analyze	grainger.com	web	traffic	data	to	see	where	audiences	are	visiting	
within	the	power	tools	category.		Develop	a	KPI	that	measures	the	frequency
16	
and	amount	of	time	spent	by	audiences	on	the	Bosch	power	tool	section	of	
the	site.	
B. Perform	A/B	testing	using	Google	Website	Analyzer	to	determine	what	
content	will	influence	audiences	to	look	at	Bosch	power	tools	on	
grainger.com.	
	
There	may	be	some	sampling	bias	associated	with	the	web	traffic	data	being	
analyzed	to	measure	both	KPIs.31		To	eliminate	this	effect	(including	the	possibility	
of	seasonality),	we	will	ensure	that	we	have,	at	a	minimum,	one	year’s	worth	of	data	
to	analyze.			
	
Question	1	–	Scenario	3	
	
In	this	scenario	our	goal	is	to	“Improve	the	Sales	Process”	on	grainger.com	by	
inducing	Scenario	3	audiences	to	visit	the	power	tools	section	(including	Bosch)	
once	they	arrive.32		We	will	perform	an	outcomes	analysis	to	determine	why	
Scenario	3	audiences	do	not	immediately	visit	the	power	tools	section	of	
grainger.com.33	
	
The	data	sets	collected	will	include	web	traffic	data	reports	and	outputs	from	
various	tools	used	to	measure	traffic	to	and	from	boschtools.com	and	grainger.com.		
Key	Performance	Indicators	(KPIs)	we	will	measure	include:34	
	
A. Mongoose	Metrics	or	Google	Analytics	to	determine	percentage	of	audience	
that	does	not	convert	under	Scenario	3.	
B. Perform	A/B	testing	using	Google	Website	Analyzer	to	determine	what	
content	will	influence	audiences	to	look	at	Bosch	power	tools	on	
grainger.com.	
	
There	may	be	some	sampling	bias	associated	with	the	web	traffic	data	being	
analyzed	to	measure	both	KPIs.35		To	eliminate	this	effect	(including	the	possibility	
of	seasonality),	we	will	ensure	that	we	have,	at	a	minimum,	one	year’s	worth	of	data	
to	analyze.			
	
Question	2	
	
Our	goal	here	is	to	“Grow	Loyalty”	for	the	Grainger	brand	and	we	will	perform	a	
VOC:	Brand	Advocacy	analysis	to	determine	what	creates	loyal	customers	for	Bosch	
products	through	grainger.com.36	
	
We	will	deploy	on-line	survey	providers	such	as	4Q	By	iPerceptions	or	Kissinsights	
to	understand	why	customers	chose	the	Bosch	Brand37.		The	data	collected,	along	
with	established	metrics	for	Bounce	Rate,	Applause	Rate,	and	Amplification	Rate	for	
grainger.com	using	Google	Analytics	and	Google	Correlate,	will	enable	us	to	obtain	a	
good	understanding	as	to	why	audiences	are	loyal	to	the	Bosch	brand.38
17	
There	may	be	some	questionnaire	bias	associated	with	the	survey	questions	we	
pose	to	our	audience.39		To	eliminate	this	effect,	we	will	ensure	that	we	have,	at	a	
minimum,	a	15	percent	response	rate	to	the	survey.	
	
	
	
Fig.	6	-	Types	of	Data	Analysis40
	
	
	
Question	1	–	Scenario	1	
	
Our	goal	is	to	“Build	Awareness”	for	the	Grainger	brand	and	we	will	perform	a	set	
of	analyses	that	will	point	to	key	insights	in	competitive	intelligence.41	Fig.	1	
instructs	us	to	perform	a	descriptive	analysis.	
	
Based	on	the	KPIs	put	forth	for	this	scenario,	the	following	benchmarks	should	be	
put	in	place:	
	
• Increase	Scenario	1	audience	visits	to	Grainger.com	from	boschtools.com	by	
30	percent	
• Lower	Bounce	Rate	off	of	grainger.com	by	10	percent	
	
The	overall	goal	of	the	analysis	is	to	understand	where	the	Scenario	1	audience	is	
going	after	visiting	boschtools.com	and	determine	what	influencers	need	to	be	in	
place	to	induce	them	to	subsequently	visit	grainger.com.
18	
Question	1	–	Scenario	2	
	
Our	goal	is	to	“Influence	Consideration”	for	Grainger	as	a	supplier	of	Bosch	power	
tools	and	we	will	perform	a	set	of	experiments	and	tests	to	determine	what	
influencers	should	be	installed	on	the	Bosch	and	Grainger	web	sites.42	Fig.	1	above	
prescribes	a	causal	analysis.	
	
Based	on	the	KPIs	put	forth	for	this	scenario,	the	following	benchmarks	should	be	
put	in	place:	
	
• Increase	Scenario	2	audience	time	spent	visiting	Bosch	power	tool	section	of	
grainger.com	by	30	percent	
• Increase	traffic	from	other	portions	of	the	grainger.com	power	tools	section	
to	Bosch	product	offerings	by	50	percent.	
	
The	overall	goal	of	the	analysis	is	to	understand	what	inducers	will	cause	the	
Scenario	2	audience	is	actively	seek	out	the	Bosch	power	tools	page	on	grainger.com	
and	spend	more	time	there.			
	
Question	1	–	Scenario	3	
	
Our	goal	is	to	“Improve	the	Sales	Process”	on	grainger.com	by	inducing	Scenario	3	
audiences	to	visit	the	power	tools	section	(including	Bosch)	once	they	arrive43.		We	
will	perform	an	outcomes	analysis	to	determine	why	Scenario	3	audiences	do	not	
immediately	visit	the	power	tools	section	of	grainger.com.44		Fig.	1	prescribes	an	
exploratory	analysis.	
	
Based	on	the	KPIs	put	forth	for	this	scenario,	the	following	benchmarks	should	be	
put	in	place:	
	
• Decrease	non-converting	audience	under	Scenario	3	by	20	percent.	
• Increase	traffic	from	other	portions	of	the	grainger.com	to	power	tools	
section	and	then	to	Bosch	section	by	30	percent.	
	
The	goal	of	the	analysis	is	to	understand	what	inducers	cause	the	Scenario	3	
audience	to	actively	seek	out	the	Bosch	power	tools	page	on	grainger.com,	spend	
more	time	there,	and	purchase	a	Bosch	power	tool.
19	
Question	2	
	
Our	goal	here	is	to	“Grow	Loyalty”	for	the	Grainger	brand	and	we	will	perform	a	
VOC:	Brand	Advocacy	analysis	to	determine	what	creates	loyal	customers	for	Bosch	
products	through	grainger.com.45	Fig.	1	prescribes	an	inferential	analysis.	
	
Based	on	the	KPIs	put	forth	for	this	scenario,	the	following	benchmarks	should	be	
put	in	place:	
	
• Obtain	a	15	percent	minimum	response	rate	to	loyalty	surveys.		
• Increase	Amplification	Rate	and	Applause	Rate	by	25%	
	
The	overall	goal	of	the	analysis	is	to	understand	what	factors	will	cause	audiences	
loyal	to	the	Bosch	brand	to	actively	advocate	for	it.
20	
Channel	Strategy	-	(Email	and	Display)	
	
Audience	Category	1:	Users	landing	on	Grainger.com	directly	
	
New	customers:	Many	new	customers	visit	Grainger.com	on	a	daily	basis.	Grainger	
wants	to	target	these	new	customers	and	increase	the	sales	of	Bosch	power	tools	on	
Grainger.com.		
	
Fig.	7	-	Creating	Customer	Demand	
	
According	to	the	assigned	text,	the	main	objectives	of	online	advertising	are	to	
increase	sales,	improve	brand	awareness	and	raise	share	of	voice	in	the	
marketplace.46		Moreover,	creating	customer	demand	is	a	three-step	process:	
inform,	persuade	and	remind.47		Online	advertising	takes	advantage	of	the	emotive	
qualities	of	images,	videos	and	animations.48			
	
With	these	principles	in	mind,	the	first	goal	of	our	display	advertising	campaign	
should	be	to	inform	new	Grainger	customers	that	Grainger	is	a	viable	and	credible	
supplier	of	Bosch	professional	power	tools.			
	
	
Fig.	8	-	Marketing	Strategy	for	Audience	Category	1:	New	Customer	
	
One	way	that	Grainger	could	do	this	is	to	request	that	new	customers	take	a	brief	
survey	to	provide	their	contact	information	(name,	e-mail	address)	and	disclose	
their	interests	in	various	product	categories	in	order	to	better	navigate	the	
grainger.com	site.		Customers	would	provide	this	information	in	exchange	for	value	
such	as	a	discount	coupon	(supplied	via	e-mail)	or	some	other	offer.		After	
Inform	 Persuade	 Remind	
New	customer	
visit	to	Grainger	
site	
Establish	online	
account	
Complete	
preference	
survey	
Follow	prompts	
to	persoanalized	
landing	page	
Receive	targeted	
e-mails	from	
Grainger
21	
completing	the	survey,	Grainger	could	have	a	banner	advertisement	that,	when	
clicked	on,	would	take	the	customer	directly	to	the	Bosch	power	tool	section.	
Grainger’s	goal	at	this	juncture	is	to	simply	inform	the	customer	about	Bosch	power	
tools	and	to	prominently	display	information	about	the	products.	
	
Another	strategy	would	be	for	new	customers	to	establish	an	online	account	with	
Grainger	where	the	customer	provides	their	contact	information	and	preferences.		
Additionally,	customers	would	be	encouraged	to	log	in	to	their	account	each	time	
they	visit	grainger.com	so	that	Grainger	can	track	their	traffic	on	the	site	and	
provide	targeted	display	advertisements	and	e-mails	based	on	their	on-line	
preferences.	
	
Those	new	customers	who	indicate	an	interest	in	power	tools	would	be	selected	as	
recipients	of	a	targeted	e-mail	campaign	that	persuades	and	reminds	them	to	
consider	Bosch	power	tools	on	Grainger’s	web	site.		These	e-mails	would	alert	
recipients	to	an	upcoming	promotion,	sale,	or	webinar	that	features	a	particular	
Bosch	power	tool	or	discusses	an	end-user	application	for	Bosch’s	products.	
	
Audience	Category	1:	Users	landing	on	Grainger.com	directly	
	
• Current	customers:	Grainger	wants	to	cross-sell	or	up-sell	different	categories	
of	Bosch	brand	products	to	customers	who	have	purchased	Bosch	power	tools	
on	Grainger.com.	
• 	
	
Fig.	9	–	Content	Marketing	Strategy	for	Audience	Category	1:	Existing	Customer	
	
	
Existing	Bosch/Grainger	customers	would	most	likely	have	an	online	account	with	
Grainger	and,	once	they’ve	logged	in,	grainger.com	could	take	them	to	a	landing	
page	that	features	Bosch	power	tools	and	focuses	on	a	particular	selling	feature	that	
would	be	of	interest	to	the	customer.		For	example,	customers	who	have	previously	
purchased	a	cordless	Bosch	tool	may	be	interested	in	other	tools	that	use	the	same	
battery.		This	tactic	would	be	a	great	way	for	Grainger	to	cross-sell	customers	to	
other	Bosch	product	categories.	
	
Existing	
customer	visit	to	
Grainger	site	
Sign	in	to	online	
account	
Follow	prompts	
to	personalized	
landing	page	
Receive	targeted	
e-mails	from	
Grainger
22	
Audience	Category	2:	Users	landing	on	Boschtools.com	first	
	
• Scenario	1:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool	(for	
example	a	drill),	but	do	not	visit	Grainger.com	
	
Fig.	10	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	
Scenario	1	
	
When	this	audience	is	about	to	leave	boschtools.com,	a	pop-up	advertisement	could	
be	deployed	that	asks	the	customer	if	they	would	like	to	view	the	Bosch	tool	section	
of	grainger.com.		If	the	customer	replies	‘no’	to	being	redirected	to	grainger.com,	
then	Grainger	could	send	a	targeted	e-mail	to	the	customer	containing	a	coupon,	a	
link	to	an	upcoming	webinar,	or	some	other	value	that	encourages	the	customer	to	
visit	grainger.com.	
	
• Scenario	2:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	
visit	Grainger.com,	login	to	Grainger.com,	and	visit	the	power	tools	category.	
	
Fig.	11	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	
Scenario	2	
	
For	all	customers	who	visit	boschtools.com	prior	to	visiting	Grainger’s	power	tool	
section,	Grainger	could	deploy	display	advertising	on	the	customer-landing	page	
that	offers	a	coupon	or	special	promotion	for	Bosch	tools	and	directs	them	to	the	
Bosch	tools	section	of	grainger.com.		In	conjunction,	Grainger	could	send	these	
customers	a	targeted	e-mail	that	also	communicates	the	special	promotion	details.	
Customer	
leaves	for	
another	site	
(not	Grainger)	
Bosch	
Website	
Offer	to	direct	
to	Grainger	
web	site?	
Pop	up	
window	
appears	
• New	
customer	
reception	
• Existing	
customer	
reception	
Grainger	
Website	
• Promotions/
coupons	
• Upcoming	
webinars	
Targeted	
e-mail	
campaign	
Customer	
proceeds	to	
Grainger	web	
site	
Bosch	
web	site	
Display	
advertising	
for	Bosch	tool	
promotion	
Grainger	
power	
tools	
• Promotion	
Details	
• Targeted	e-
mail	
Bosch	
Tools	page	
• Promotions/
coupons	
• Upcoming	
webinars	
Targeted	
e-mail	
campaign
23	
	
• Scenario	3:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	
visit	Grainger.com,	login	to	Grainger.com,	and	visit	the	plumbing	category	but	
not	power	tools.	
		
Fig.	12	–	Content	Marketing	Strategy	Flow	Chart	for	Audience	Category	2,	
Scenario	3	
	
For	all	customers	who	visit	boschtools.com	prior	to	visiting	grainger.com,	Grainger	
could	deploy	display	advertising	on	the	customer-landing	page	that	offers	a	coupon	
or	special	promotion	for	Bosch	tools	and	directs	them	to	the	Bosch	tools	section	of	
grainger.com.		In	conjunction,	Grainger	could	send	these	customers	a	targeted	e-
mail	that	also	communicates	the	special	promotion	details.	
	
	 	
Customer	
proceeds	to	
Grainger	web	
site	
Bosch	
web	site	
Display	
advertising	for	
Bosch	tool	
promotion	
Grainger	
plumbing	
• Promotion	
Details	
• Targeted	e-
mail	
Bosch	
Tools	
page	
• Promotions/
coupons	
• Upcoming	
webinars	
Targeted	
e-mail	
campaign
24	
Audience	Category	1:	Users	landing	on	Grainger.com	directly	
	
New	customers:	Many	new	customers	visit	Grainger.com	on	a	daily	basis.	Grainger	
wants	to	target	these	new	customers	and	increase	the	sales	of	Bosch	power	tools	on	
Grainger.com.		
	
Based	on	the	marketing	strategy	illustrated	in	Fig.	8,	the	content	display	strategy	for	
this	scenario	could	be	as	follows:	
	
	
	
Fig.	13	-	Channel	Marketing	Strategy	for	Audience	Category	1:	New	Customer	
	
New	customer	to	Grainger.com	
• Establish	online	account	
• Determine	customer	interest	in	power	tools	
• Direct	customer	to	Bosch	power	tools	section	
Bosch	Power	Tools	section	on	Grainger.com	
• inform	new	customers	that	Grainger	is	a	viable	and	credible	supplier	of	Bosch	
professional	power	tools.		
• Emphasize	long-standing	relationship	between	Grainger	and	Bosch	
• Discuss	how	Bosch	power	tools	are	uniquely	designed	for	MRO	vertical	
• Provide	special	promotion	details,	availability	of	coupon	
Targeted	e-mails	from	Grainger	(from	online	account	contact	info)	
• Persuade	and	remind	customers	to	consider	Bosch	power	tools	on	Grainger’s	web	
site	-->		Co-brand	Bosch	&	Grainger	
• Webinar	that	discussses	MRO	end-user	application	that	uses	Bosch	tool	
• Provide	special	promotion	details,	availability	of	coupon	
• Links	to	specinic	product	info	on	boschtools.com	and	grainger.com
25	
Audience	Category	1:	Users	landing	on	Grainger.com	directly	
	
• Current	customers:	Grainger	wants	to	cross-sell	or	up-sell	different	categories	
of	Bosch	brand	products	to	customers	who	have	purchased	Bosch	power	tools	
on	Grainger.com.	
	
Based	on	the	marketing	strategy	illustrated	in	Fig.	9,	the	content	display	strategy	
could	be	as	follows:	
	
	
	
Fig.	14	-	Channel	Marketing	Strategy	for	Audience	Category	1:	Existing	Customer	
	
	 	
Existing	customer	visits	Grainger.com	
• Sign	in	to	online	account	
• Landing	page	include	click	through	ads	to	preferreo	product	categories	
• Have	a	display	ad	that	linkeds	to	Bosch	power	tools	section	
Bosch	Power	Tools	section	on	Grainger.com	
• inform	existing	customers	that	Grainger	is	a	viable	and	credible	supplier	of	Bosch	
professional	power	tools.		
• Emphasize	long-standing	relationship	between	Grainger	and	Bosch	
• Discuss	how	Bosch	power	tools	are	uniquely	designed	for	MRO	vertical	
• Provide	special	promotion	details,	availability	of	coupon	
Targeted	e-mails	from	Grainger	(from	online	account	contact	info)	
• Provide	customer's	Bosch	power	tool	purchasing	history	
• Persuade	and	remind	customers	to	consider	Bosch	power	tools	on	Grainger’s	web	
site	-->	Co-brand	Bosch	&	Grainger	
• Webinar	that	discussses	MRO	end-user	application	that	uses	Bosch	tool	
• Provide	special	promotion	details,	availability	of	coupon	
• Links	to	specinic	product	info	on	boschtools.com	and	grainger.com
26	
Audience	Category	2:	Users	landing	on	Boschtools.com	first	
	
• Scenario	1:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool	(for	
example	a	drill),	but	do	not	visit	Grainger.com	
	
Based	on	the	marketing	strategy	flow	chart	illustrated	in	Fig.	10,	the	content	display	
strategy	could	be	as	follows:	
	
	
	
Fig.	15	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	1	
	
	
	
	
	
	
	
	
	
	
	
	
	
Customer	visits	boschtools..com	
• Gets	information	about	a	particular	power	tool	
• Upon	leaving	site,	pop-up	appears	that	offers	redirect	to	grainger.com	
• Have	a	display	ad	that	links		to	Bosch	power	tools	section	
Bosch	Power	Tools	section	on	Grainger.com	
• inform	existing	customers	that	Grainger	is	a	viable	and	credible	supplier	of	Bosch	
professional	power	tools.		
• Emphasize	long-standing	relationship	between	Grainger	and	Bosch	
• Discuss	how	Bosch	power	tools	are	uniquely	designed	for	MRO	vertical	
• Provide	special	promotion	details,	availability	of	coupon	
Targeted	e-mails	from	Grainger	(from	online	account	contact	info)	
• Provide	customer's	Bosch	power	tool	purchasing	history	(if	applicable)	
• Persuade	and	remind	customers	to	consider	Bosch	power	tools	on	Grainger’s	web	
site	-->	Co-brand	Bosch	&	Grainger	
• Webinar	that	discussses	MRO	end-user	application	that	uses	Bosch	tool	
• Provide	special	promotion	details,	availability	of	coupon	
• Links	to	specinic	product	info	on	boschtools.com	and	grainger.com
27	
• Scenario	2:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	
visit	Grainger.com,	login	to	Grainger.com,	and	visit	the	power	tools	category.	
	
Based	on	the	marketing	strategy	flow	chart	illustrated	in	Fig.	11,	the	content	display	
strategy	could	be	as	follows:	
	
	
Fig.	16	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	2	
	 	
Customer	visits	boschtools..com	
• Gets	information	about	a	particular	power	tool	
• Upon	leaving	site,	pop-up	appears	that	offers	redirect	to	grainger.com	
• Have	a	display	ad	that	links		to	Bosch	power	tools	section	
Power	Tools	Section	on	Grainger.com	
• Presents	all	brands	of	power	tools,	including	Bosch	
• Display	advertisement	to	redirect	to	Bosch	power	tools	section	
Bosch	Power	Tools	section	on	Grainger.com	
• inform	existing	customers	that	Grainger	is	a	viable	and	credible	supplier	of	Bosch	professional	
power	tools.		
• Emphasize	long-standing	relationship	between	Grainger	and	Bosch	
• Discuss	how	Bosch	power	tools	are	uniquely	designed	for	MRO	vertical	
• Provide	special	promotion	details,	availability	of	coupon	
Targeted	e-mails	from	Grainger	(from	online	account	contact	info)	
• Provide	customer's	Bosch	power	tool	purchasing	history	(if	applicable)	
• Persuade	and	remind	customers	to	consider	Bosch	power	tools	on	Grainger’s	web	site	-->	Co-
brand	Bosch	&	Grainger	
• Webinar	that	discussses	MRO	end-user	application	that	uses	Bosch	tool	
• Provide	special	promotion	details,	availability	of	coupon	
• Links	to	specinic	product		info	on	boschtools.com	and	grainger.com
28	
• Scenario	3:	Audiences	that	visit	Boschtools.com,	look	at	a	power	tool,	and	then	
visit	Grainger.com,	login	to	Grainger.com,	and	visit	the	plumbing	category	but	
not	power	tools.	
	
Based	on	the	marketing	strategy	flow	chart	illustrated	in	Fig.	12,	the	content	display	
strategy	could	be	as	follows:	
	
	
	
Fig.	17	-	Channel	Marketing	Strategy	for	Audience	Category	2:	Scenario	3	
	
	
Some	general	comments	regarding	the	content	marketing	strategy:	
	
• Bosch/Grainger	co-branding	–	both	Bosch	and	Grainger	need	to	convince	
customers	there	is	a	strong	relationship	between	the	two	companies.		Grainger	
needs	to	build	up	Bosch	as	a	world-class	supplier	of	power	tools	and	Bosch	
needs	to	build	up	Grainger	as	a	world-class	supplier	of	MRO	products.	
	
	
	
Customer	visits	boschtools..com	
• Gets	information	about	a	particular	power	tool	
• Upon	leaving	site,	pop-up	appears	that	offers	redirect	to	grainger.com	
• Have	a	display	ad	that	links		to	Bosch	power	tools	section	
Plumbing	Section	on	Grainger.com	
• Presents	Grainger's	selection	of	plumbing	supplies	
• Display	advertisement	to	redirect	to	Bosch	power	tools	section	
Bosch	Power	Tools	section	on	Grainger.com	
• inform	existing	customers	that	Grainger	is	a	viable	and	credible	supplier	of	Bosch	
professional	power	tools.		
• Emphasize	long-standing	relationship	between	Grainger	and	Bosch	
• Discuss	how	Bosch	power	tools	are	uniquely	designed	for	MRO	vertical	
• Provide	special	promotion	details,	availability	of	coupon	
Targeted	e-mails	from	Grainger	(from	online	account	contact	info)	
• Provide	customer's	Bosch	power	tool	purchasing	history	(if	applicable)	
• Persuade	and	remind	customers	to	consider	Bosch	power	tools	on	Grainger’s	web	
site	
• Webinar	that	discussses	MRO	end-user	application	that	uses	Bosch	tool	
• Provide	special	promotion	details,	availability	of	coupon
29	
• Value	must	be	given	to	the	customer	in	exchange	for	a	desired	behavior	or	action	
	
o Customer-provided	value	to	marketer	
§ Contact	information	
§ Preferences	survey	results	
§ Willingness	to	be	redirected	while	online	
o Marketer-provided	value	to	customer	
§ Promotions	
§ Coupons	
§ Product	information	
§ Webinars
30	
Test	and	Control	Plan	
	
From	the	‘eMarketing’	text,	the	four	pillars	of	market	research	are:49	
	
	
	
Fig.	18	–	Four	Pillars	of	Market	Research	
	
	
Based	on	the	audience	scenarios	being	considered	for	our	content	marketing	
strategy,	we	have	formed	three	objectives	for	our	research:	
	
1. What	business	‘pains’	does	a	professional	power	tool	manufacturer	like	
Bosch	address	for	the	maintenance,	repair,	and	operations	(MRO)	market?		
How	should	Bosch	and	Grainger	go	about	communicating	to	their	target	
audience	their	ability	to	meet	those	‘pains’?	
	
This	objective	dives	into	understanding	what	factors	would	influence	customers	
who	start	on	either	Boschtools.com	web	site	or	the	Grainger.com	web	site	(both	new	
and	existing	customers)	to	proceed	to	the	Bosch	power	tools	section	of	the	Grainger	
site.	
	 	
Market	
Research	
Research	
Methodology	
Qualitative	/	
Quantitative	
Data	
Sampling	
Primary	/	
Secondary	
Research
31	
2. What	is	Grainger’s	unique	value	proposition	to	the	MRO	market	as	a	supplier	
of	(Bosch)	power	tools?			What	unique	content	should	Grainger	deploy	on	its	
web	site	to	promote	the	value	of	Bosch	power	tools	and	influence	customers	
to	purchase?	
	
This	objective	investigates	which	factors	would	influence	(a)	customers	who	start	
on	Boschtools.com	web	site	to	proceed	to	the	‘Power	Tools’	section	of	the	
Grainger.com	web	site	and	(b)	customers	on	the	Grainger.com	web	site	who	are	in	
the	‘Plumbing’	or	‘Power	Tools’	section	to	proceed	to	the	Bosch	power	tools	section	
of	the	Grainger	site.	
	
3. What	type	of	targeted	e-mail	content	is	most	impactful	for	Bosch/Grainger	in	
order	to	get	potential	customers	to	convert	and	purchase	a	Bosch	power	tool	
through	Grainger?	What	type	of	information	do	prospective	power	tool	
buyers	want	before	they	make	a	purchasing	decision?	
	
This	objective	will	provide	understanding	as	to	what	elements	of	a	targeted	e-mail	
campaign	(content,	frequency,	links,	etc.)	pursued	by	either	Bosch	or	Grainger	(or	
both	Bosch	and	Grainger)	for	all	five	of	the	scenarios	presented	in	Module	4.
32	
	
	
	
Fig.	19	–	Activity	Mapping	for	Research	Objective	#1	
	
	
Scenarios	Covered	
by	Research	
Objective	#1	
	
Visit	Grainger.com	
nirst	/	New	
customer	
Visit	Grainger.com	
nirst	/	Existing	
customer	
Visit	
Boschtools.com	
nirst	/	Do	not	visit	
Grainger.com		next	
Research	Objective	1:		
"How	do	Bosch	power	tools	address	the	'pains'	of	MRO	
market?"	
Primary	Research	
	
	
	
	
Qualitative	
Data	
Focus	Group	
Session	with	
Bosch	Tool	
users	in	MRO	
Market	-	Google	
Hangout	
Interview	20-25	
participants	
that	have	
experience	with	
Bosch's	entire	
power	tool	
offerings	
Craft	MRO	
customer	
testimonials	to	
display	on	
Bosch	and	
Grainger	web	
sites	
	
	
	
	
Quantitative	
Data	
Listen	to	social	
media	trafnic	
using	keywords	
"MRO+power
+tools"	using	
Socialbakers	or	
Technorati	
Bosch	to	develop	
MRO	subject	
matter	expert	
(SME)	social	
media	strategy	
based	on	
observed	results	
Bosch	to	engage	
in	online	
discussion	as	
MRO	SME	
Secondary	Research	
	
	
Qualitative	Data	
Online	research	-	
What	attributes	do	
MRO	customers	
seek	in	
professional	grade	
power	tools?		
Google	search	of	
MRO	industry	web	
sites,	trade	
journals,	
publications,	etc.	
Develop	"how	to"	
webinars	for	MRO	
applications	using	
Bosch	tools	
Review	MRO	
deninition	/info	on	
US	Government	
General	Services	
Administration	
web	site	51	
Integrate	key	
points	into	
messaging	to	
MRO	market	
	
Create	custom	
landing	pages	for	
MRO	power	tool	
customers	on	
Bosch	&	Grainger	
web	sites	
	
	
Quantitative	Data	
Analyze	sales	data	of	
Bosch	power	tools	
through:	
Grainger.com	=	
identinied	MRO	
customers	,	
what	Bosch	
power	tools	
did	they	buy?	
Create	online	
sales	
promotions	for	
most	popular	
Bosch	tools	
Other	sales	
channels	=	
unidentinied	
MRO	customers,	
what	Bosch	
power	tools	did	
they	buy?	
Create	online	
sales	
promotions	for	
most	popular	
Bosch	tools
33	
General	comments	regarding	Research	Objective	#1:	
	
• The	results	achieved	in	Research	Objective	#1	will	be	implemented	in	a	series	of	
landing	pages	and	display	advertisements	on	both	the	Bosch	and	Grainger	web	
sites	that	influence	audiences	to	select	Bosch	as	their	power	tool	supplier	of	
choice	through	Grainger.		
	
• Grainger	will	measure	cost-per-click	(CPC)	and	cost-per-acquisition	(CPA)	for	
banner	ads	displayed	on	the	Bosch	power	tools	site.	
	
• It	will	be	important	for	Bosch	to	actively	engage	the	MRO	audience	through	
social	media	channels	to	establish	itself	as	a	subject	matter	expert	on	its	ability	
to	meet	the	needs	of	the	market	from	a	power	tool	perspective.
34	
	
	
	
	
Fig.	20	–	Activity	Mapping	for	Research	Objective	#2
	
Scenarios	
Covered	by	
Research	
Objective	#2	
	
Visit	
Grainger.com	
nirst	/	New	
customer	
Visit	
Grainger.com	
nirst	/	Existing	
customer	
Visit	
Boschtools.com	
nirst	/	Visit	
Grainger's	
power	tool	
section	next	
Visit	
Boschtools.com	
nirst	/	Visit	
Grainger's	
plumbing	
section	next	
Research	Objective	2:		
"What	is	Grainger's	unique	value	proposition	to	the	MRO	market	as	a	
supplier	of	(Bosch)	power	tools?"	
Primary	Research	
Qualitative	
Data	
Focus	Group	Session	with	
key	Grainger	power	tool	
purchasers	-	Google	Hangout	
Interview	20-25	participants	
that	have	experience	with	
Grainger's	various	power	
tool	offerings	
Craft	MRO	customer	
testimonials	to	display	on	
Bosch	and	Grainger	web	sites	
Quantitative	
Data	
Listen	to	social	media	trafnic	
using	keywords	"Grainger
+MRO+power+tools"	using	
Socialbakers	or	Technorati	
Develop	MRO	power	tool	
subject	matter	expert	(SME)	
social	media	strategy	based	
on	observed	results	
Grainger	to	engage	in	
online	discussions	as	
MRO	SME	
Secondary	Research	
Qualitative	
Data	
Online	research	-	What	
attributes	do	MRO	customers	
seek	in	a	supplier	of	
professional	grade	power	
tools?		
Google	search	of	MRO	
industry	web	sites,	trade	
journals,	publications,	etc.	
Develop	eduacational	
webinars	for	MRO	
procurement	
professionals	featuring	
Bosch	power	tools	
Quantitative	
Data	
Analyze	Grainger	sales	data	
of	all	power	tools	(including	
Bosch)	
Analyze	audience	web	trafnic	
on	Grainger.com		for	each	
power	tool	brand	using	
Google	Analytics	and	Google	
Keyword	Planner	to	
determine	keywords	used	for	
Bosch	
Create	targeted	banner	ads	
for	Bosch	power	tools	on	
Grainger.com	to	map	with	
identinied	'Bosch'	keywords
35	
	
General	comments	regarding	Research	Objective	#2:	
	
• The	results	achieved	in	Research	Objective	#1	will	be	implemented	in	a	series	of	
landing	pages	and	display	advertisements	on	both	the	Bosch	and	Grainger	web	
sites	that	influence	audiences	to	select	Grainger	as	their	supplier	of	choice	for	
Bosch	power	tools.		
	
• It	will	be	important	for	Grainger	to	actively	engage	the	MRO	audience	through	
social	media	channels	to	establish	itself	as	a	subject	matter	expert	on	the	needs	
of	the	market	and	its	ability	to	service	those	needs	by	supplying	quality	products	
like	Bosch	power	tools.
36	
	
	
	
	
Fig.	21	–	Activity	Mapping	for	Research	Objective	#3	
	
	
Scenarios	
Covered	by	
Research	
Objective	#3	
	
Visit	
Grainger.com	
nirst	/	New	
customer	
Visit	
Grainger.com	
nirst	/	Existing	
customer	
Visit	
Boschtools.com	
nirst	/	Do	not	
visit	
Grainger.com	
next	
Visit	
Boschtools.com	
nirst	/	Visit	
Grainger's	
power	tool	
section	next	
Visit	
Boschtools.com	
nirst	/	Visit	
Grainger's	
plumbing	
section	next	
Research	Objective	3:		
"What	type	of	targeted	e-mail	information	would	a	prospective	power	tool	buyer	want	before	
making	a	purchasing	decision?	How	often	should	they	receive	this	information?"	
Primary	Research	
Qualitative	
Data	
Focus	Group	Session	with	
key	Grainger	customers	
who	purchased	Bosch	
power	tools	-	Google	
Hangout	
Interview	20-25	
participants	to	get	their	
input	on	desired	content	
for	a	targeted	e-mail	
communication	series	
Create	Grainger	MRO	
power	tool	User's	Group		--
>	role	would	be	to	critique	
upcoming	e-mail	
campaigns	before	launch	
Quantitative	
Data	
Send	targeted	e-mails	to	
medium	size	MRO	
customer	population	
(Grainger	and	non-
Grainger	customers)	
Measure	open	rate,	CTR,	
opt-out	rate,	visits	to	
Grainger.com,	visits	to	
Bosch	power	tools	section	
on	Grainger.com,	
Conversion	rate	
Adjust	content	of	e-mails	
and	frequency	of	sending	
to	improve	KPIs	
Secondary	Research	
Qualitative	
Data	
Review	MRO	deninition	/
info	on	US	Government	
General	Services	
Administration	web	site		
Integrate	key	points	
into	messaging	for	e-
mail	campaign	
Create	customized	e-
mails	for	MRO	power	
tool	customers	that	
point	to	Bosch	&	
Grainger	web	sites	
Quantitative	
Data	
Investigate	Bosch	power	
tool	banner	ads	on	
Grainger	competitor	web	
sites	
Obtain	CTR	of	visitor	
segments	to	understand	
what	market	segments	are	
most	attracted	to	Bosch	
power	tools	
Identify	factors	affecting	
KPIs	and	incorporate	into	
e-mail	messaging
37	
General	comments	regarding	Research	Objective	#3:	
	
• According	to	the	eMarketing	text,	there	are	several	KPIs	that	can	(and	
should)	be	measured	for	a	targeted	e-mail	campaign.		These	metrics	
include:52			
	
o Open	rate		
o Clickthrough	rate		
o Number	of	emails	forwarded		
o ROI		
o Number	of	social	shares		
o Database	growth		
o Conversion	rate	(activity	on	your	site	generated	by	the	email)		
o Delivery	or	bounce	rate			
	
• Our	goal	will	be	an	iterative	process	of	sending	out	e-mail	communications	
approximately	3X	per	month	where	we	intend	to	maximize	all	of	the	KPIs	
listed	above	(with	the	exception	of	the	bounce	rate,	which	we	intend	to	
minimize).		The	e-mail	content	will	be	modified	or	adjusted	to	reach	our	
goals.
38	
Endnotes	
																																																								
1	"Digital	Marketing	Certification	-	Capstone	Project	Syllabus."	Coursera.	Accessed	July	04,	2016.	
https://www.coursera.org/learn/digital-marketing-capstone/supplement/vLqxy/syllabus.	
2	Grainger	Forward:	2016	Fact	Book.	Lake	Forest,	IL:	W.W.	Grainger,	2016.	Accessed	June	11,	2016.	
http://invest.grainger.com/phoenix.zhtml?c=76754&p=irol-irfactbook.		
3	Grainger	Sets	Growth	Course	by	Expanding	Market	Presence.	October	9,	2015.	Accessed	June	11,	
2016.		
http://invest.grainger.com/phoenix.zhtml?c=76754&p=irol-newsArticle&ID=544519.		
4	Similarweb.com	Results	for	Grainger.com.	Accessed	June	11,	2016.	
https://www.similarweb.com/website/grainger.com.		
5	Grainger	Forward:	2016	Fact	Book.	Lake	Forest,	IL:	W.W.	Grainger,	2016.	Accessed	June	11,	2016.	
http://invest.grainger.com/phoenix.zhtml?c=76754&p=irol-irfactbook.		
6	Ibid.	
7	"Maintenance,	Repair,	and	Operations."	Wikipedia.	Accessed	June	11,	2016.	
https://en.wikipedia.org/wiki/Maintenance,_repair,_and_operations.		
7	Grainger	Forward:	2016	Fact	Book.	Lake	Forest,	IL:	W.W.	Grainger,	2016.	Accessed	June	11,	2016.	
http://invest.grainger.com/phoenix.zhtml?c=76754&p=irol-irfactbook.	
8	“The	2015	Industrial	Distribution	Big	50	List”.	Industrial	Distribution.	September	2015.	Accessed	
June	11,	2016.	http://www.inddist.com/article/2015/09/2015-industrial-distribution-big-50-list.	
8	"Bosch	Power	Tools	Brand."	YouTube.	March	11,	2016.	Accessed	June	11,	2016.	
https://www.youtube.com/playlist?list=PLfJFBAodzdn37-E8mXS0rGfhvF_C-edRK.	
9	Ibid.	
10	Bosch	Power	Tool	Finder.	Accessed	June	11,	2016.	
https://www.boschtools.com/us/en/boschtools-ocs/trade-24170-c/.	
11	"Bosch	Power	Tools	North	America	Launches	New	Website	with	Responsive	Design,	Intuitive	
Search	and	Added	Features	|	MINING.com."	MINING.com.	February	9,	2016.	Accessed	June	11,	2016.	
http://www.mining.com/web/bosch-power-tools-north-america-launches-new-website-with-
responsive-design-intuitive-search-and-added-features/.	
12	"WikiWealth."	Bosch	SWOT	Analysis	-.	Accessed	June	11,	2016.	http://www.wikiwealth.com/swot-
analysis:bosch.		
13	Similarweb.com	Results	for	Boschtools.com.	Accessed	June	11,	2016.	
https://www.similarweb.com/website/boschtools.com.		
14	"The	Consumer	Decision	Journey."	McKinsey	&	Company.	Accessed	July	04,	2016.	
http://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/the-consumer-
decision-journey.
15	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.		
16	Ibid.	
17	Ibid.	
18	Ibid.	
19	"Best	Web	Analytics	Tools:	Quantitative,	Qualitative,	Life	Saving!"	Occams	Razor	by	Avinash	
Kaushik.	October	19,	2010.	Accessed	June	16,	2016.	http://www.kaushik.net/avinash/best-web-
analytics-tools-quantitative-qualitative/.
20	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.		
21	Ibid.	
22	Ibid.	
23	Ibid.	
24	"Best	Web	Analytics	Tools:	Quantitative,	Qualitative,	Life	Saving!"	Occams	Razor	by	Avinash	
Kaushik.	October	19,	2010.	Accessed	June	16,	2016.	http://www.kaushik.net/avinash/best-web-
analytics-tools-quantitative-qualitative/.
39	
																																																																																																																																																																					
25	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.	
26	"Occam's	Razor	by	Avinash	Kaushik	-	Digital	Marketing	and	Analytics	Blog."	Occams	Razor	by	
Avinash	Kaushik.	Accessed	June	22,	2016.	http://www.kaushik.net/avinash/.
27	"Best	Social	Media	Metrics:	Conversation,	Amplification,	Applause,	Economic	Value."	Occams	Razor	
by	Avinash	Kaushik.	2011.	Accessed	June	23,	2016.	http://www.kaushik.net/avinash/best-social-
media-metrics-conversation-amplification-applause-economic-value/.
28	"Lesson	7	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Theory.	Accessed	June	
23,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-4-
readings.	
29	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.	
30	"Occam's	Razor	by	Avinash	Kaushik	-	Digital	Marketing	and	Analytics	Blog."	Occams	Razor	by	
Avinash	Kaushik.	Accessed	June	22,	2016.	http://www.kaushik.net/avinash/.	
31	"Lesson	7	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Theory.	Accessed	June	
23,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-4-
readings.	
32	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.	
33	Ibid.	
34	"Occam's	Razor	by	Avinash	Kaushik	-	Digital	Marketing	and	Analytics	Blog."	Occams	Razor	by	
Avinash	Kaushik.	Accessed	June	22,	2016.	http://www.kaushik.net/avinash/.	
35	"Lesson	7	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Theory.	Accessed	June	
23,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-4-
readings.	
36	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.	
37	"Occam's	Razor	by	Avinash	Kaushik	-	Digital	Marketing	and	Analytics	Blog."	Occams	Razor	by	
Avinash	Kaushik.	Accessed	June	22,	2016.	http://www.kaushik.net/avinash/.	
38	"Best	Social	Media	Metrics:	Conversation,	Amplification,	Applause,	Economic	Value."	Occams	Razor	
by	Avinash	Kaushik.	2011.	Accessed	June	23,	2016.	http://www.kaushik.net/avinash/best-social-
media-metrics-conversation-amplification-applause-economic-value/.	
39	"Lesson	7	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Theory.	Accessed	June	
23,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-4-
readings.	
40	"Lesson	6	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
23,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-4-
readings.	
41	"Lesson	2	Lecture	Notes."	Marketing	Professionals:	Marketing	Analytics	in	Practice.	Accessed	June	
16,	2016.	https://www.coursera.org/learn/digital-analytics/supplement/HOmSL/module-2-
readings.	
42	Ibid.	
43	Ibid.	
44	Ibid.	
45	Ibid.	
46	Stokes,	Rob.	eMarketing:	The	essential	guide	to	marketing	in	a	digital	world	(Kindle	Locations	
4328-4329).	Quirk	eMarketing	(Pty)	Ltd.	Kindle	Edition.	
47	Ibid,	(Kindle	Locations	4375-4376).	
48	Ibid,	(Kindle	Locations	4625-4626).
40	
																																																																																																																																																																					
49	Stokes,	Rob.	eMarketing:	The	essential	guide	to	marketing	in	a	digital	world	(Kindle	Locations	991-
993).	Quirk	eMarketing	(Pty)	Ltd.	Kindle	Edition.	
51	"Maintenance,	Repair	&	Operations	(MRO)	Government-wide	Strategic	Sourcing	Solution."	Home.	
Accessed	July	02,	2016.	https://interact.gsa.gov/group/federal-strategic-sourcing-initiative-fssi-
maintenance-repair-operations-mro.
52	Stokes,	Rob.	eMarketing:	The	essential	guide	to	marketing	in	a	digital	world	(Kindle	Locations	
6189-6192).	Quirk	eMarketing	(Pty)	Ltd.	Kindle	Edition.

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