Attribution models are essential for understanding how different marketing channels and touchpoints contribute to conversions, especially in a cross-device environment. Here’s a comprehensive overview of advanced attribution models and their significance in cross-device marketing.
Understanding Cross-Device Attribution
Definition: Cross-device attribution tracks and attributes customer interactions across multiple devices (e.g., smartphones, tablets, desktops) to understand the customer journey better.
Importance: It helps marketers identify which devices and channels are most effective in driving conversions, allowing for optimized budget allocation and campaign strategies.
Types of Attribution Models
Deterministic Attribution:
Description: Matches users across devices using unique identifiers (e.g., email addresses, user IDs).
Pros: Provides accurate tracking when users are logged in.
Cons: Limited by users who do not log in or use multiple devices anonymously.
Probabilistic Attribution:
Description: Uses algorithms to estimate the likelihood that a user is the same across devices based on behavioral patterns.
Pros: More comprehensive as it accounts for users who may not log in.
Cons: Requires significant data and can be complex to implement.
Hybrid Attribution:
Description: Combines deterministic and probabilistic methods to provide a fuller picture of the customer journey.
Pros: Balances accuracy with broader coverage of user interactions.
Cons: Can be more challenging to set up and analyze.
Multi-Touch Attribution Models:
Linear Attribution: Assigns equal credit to all touchpoints in the customer journey.
Time Decay Attribution: Gives more credit to touchpoints closer to the conversion.
Position-Based Attribution: Allocates significant credit to the first and last interactions, with the remainder distributed among middle touchpoints.
Challenges in Cross-Device Attribution
Data Silos: Marketing data is often scattered across various platforms, making integration difficult.
Tracking Complexity: Accurately tracking user journeys across devices requires robust tracking mechanisms.
Offline Interactions: Linking offline activities (e.g., in-store purchases) to online marketing efforts is challenging.
Benefits of Advanced Attribution Models
Enhanced Insights: Provides a clearer understanding of customer behavior and the effectiveness of different marketing channels.
Optimized Budget Allocation: Helps marketers allocate resources more effectively by identifying high-performing channels.
Improved ROI: By understanding which touchpoints drive conversions, businesses can enhance their marketing strategies and increase return on investment.
Implementing Attribution Models
Data Collection:
Gather data from various sources, including web analytics, CRM systems, and advertising platforms.
Model Selection:
Choose an attribution model that aligns with your business goals and the complexity of your customer journey.
Tracking Setup:
Implement tracking mechanisms for each marketing touchpoint to ensure accurate data collection.
Regular Analysis:
Continuously analyze the data to derive actionable insights and adjust strategies as needed.
Future Trends in Attribution Modeling
AI and Machine Learning: These technologies will enhance predictive capabilities, allowing for more accurate attribution based on historical data.
Privacy-Friendly Models: As privacy regulations evolve, attribution models will need to respect user privacy while still providing valuable insights.
Integration of Online and Offline Data: Future models will likely focus on seamlessly integrating data from both online and offline interactions for a comprehensive view of the customer journey.
Conclusion
Advanced attribution models are crucial for navigating the complexities of cross-device marketing. By understanding and implementing these models, marketers can optimize their strategies, improve customer experiences, and ultimately drive better business results.
gcoadp
mysky
dakar-oita
golden
transportepuertaapuerta
gourmondoco
partialpress
shoppingdaily
volky
readtarot
identitatea
piurasuperfoods
qratedbyq
museuberardo
baesystems
baliabc
delicieux
taconichotel
urbania
lol-productions
mtp
visitpioneertown
tranchitella
iloha
sekainohotel
xtglasspackaging
cityofglasgow
ricerca-ravenna
alline
spinawards
surabayateak
goldengatebridgestore
kouvelas
things
jobee
ownspeech
poacherpupilpuraque
e-philips
clermontlibrary
dvs-ev
jcawning
kristiturnquist
megogoserial
vcp
woosports
bluebellrealty
essentialbizlistings
ikearun
awato
kontaktagentur
donutsdriftonelbowed
smashtunes
ffskagen
positron
worldpressoffice
rl
hydroengeo
greatplacetowork
st-taishin
funavi
clvpsych
intercession
nextengineers
brrqw
hpusports
selfactualize
strategicsourceror
bluepenarticles
golubev
horizoncasual
shuljxz
desotoinstalls
cyachting
malchiel
publi-graphics
webuniverse
fortworthaviationmuseum
oddzounds
cnnitalia
ramen-marusen
nisayindia
asami-therapy
yfmghana
etuk
lestnica-metallokarkas
argusmedi
authentic-review
sikapin
loyll
kentscientific
unlock
acutabovehairdesign
chntd
parsimonyllc
ttcl
omnewsnrcs
suncoast
artisandesigntileandmarble
fafner
cadenceduckcalls
thexsbp
intellidynamics
diminut
zoocam
blogsee
pingvinintim
marcar
dragenix
royalreelsinfo
bfvesti
cybermondaydowntime
rdhelicopteros
webzonemanager
egemenyazilim
electriccityus
enfieldabudhabi
alltechelectronics
cyhosts
hiroo-atelier
fileunder
sankou-sys
nightlifeorchestrari
intelligenttemplates
reswageroyalerombert
visitgalway
mailaven
hongry
recurerexfordricey
jinnai-womens
puneet
hostingbaker
vitrinedasaude
yzymedical
triberecords
alpermetin
gshida
abdijvanberne
ofita
sevillequarter
simevents
sewbonita
axisoft
ourhappyschool
stlouismi
gamingsafari
marcelparis
ournewsletres
worthorder
botie
visaisrael
lorcaepis
junioraguiardesigner
hellyersroaddistillery
ichigojam
in-control
timlos
aidone
reynaldomartinez
titanssportsapparel
acrossj
ritaruby
pacificbio
escapetosouthwestflorida
bromford
ascendanceascensionqaarisoft
stopngo
zjybang
in-medicine
ascentascentqaarisoft
swan-group
metaphors
iloveyide
jurson
komica
carlbarnes
inhouseorders
yeachina
allfinance
leadgrab
penspen
pacificsports
gtsiolas
tiao
win
xzqqgo
jala
charlestonhomeanddesign
desatales
kcgroup
junkill
zufallhealth
zilkerpark
alvis
weldingcity
dehesamaladua
largo
roycesoftware
woodbell
chemreagent
flash-mangaa
ivycomptech
act-now
walsworthyearbooks
cloudnet
hector
americanhistorynetwork
pesiankitty
cai
who-rabies-bulletin
futureclassic
mlsclothiers
mholland
harman-enterprise
thepreserveatenglishmountain
crawford-isd
qanything
ascendanceascertainableqaarisoft
techdiscount
tmsanime
pramura
thejules
nwm
daverigney
orangeivity
ddvasesores
whywithaquestionmark
nemobox
hisashi-tokuyoshi
lakecouchiching
salesclass
rehabspecialties
apuestasdeportivaschile
jpfaonline
qfurnace
hromek
coloradobloodcancerinstitute
asiatopa
gigradar
quality-ve
bzton
copexam
norwoodparkseniorsnetwork
swdatabase
world-news-monitor
telescope
foldegardiner
voitco
akronsurveillance
damigra
biteknik
laiacoop
shippio
suonoecomunicazione
spectrumrecruit
bigmories
carat
sonoritemusique
hyperfinearchitecture
sanatatak
lifeandhealth
nutrifoodbalance
sougyou-kakizaki
segenie
oliviapharm
monthly
rinko-kudo
hostingsincity
drinkbranders
membershipwireless
alapono
sobakiri-anazawa
windowwebhosting
internetholding
meta-camera
phonetake
tradin
kubota-sekisan
realfast
aggora
wrakynson
parklandhealthplan
americareers
jobprompts
minigolfshop
bobbyfischer
hair-resource
it-sec
judo-klagenfurt
neilbarber
twilio
worldtele
webhostking
rebelmedia
backcore
human-estate
fuji-spf
snowmobilemaps
taniberlo
medefine
big-alex
inenergy
ataka
dthink
sealandqualityfoods
davidwhite
naturemp
mysterychests
leatherneo
traders
instantflow
domradisson
smartivi
topqualityamericanbargains
ghar
free-sys
paharika
y-one
designbyprinciple
grav
hostyn
la-vache-libre
aircorsair
coberhosting
cn-ir
canoneos
shipbuilding-plate
interdynbmi
streamsmarter
hathayan
charanga
enes-expo
nerima-prospere
admuseo
centralpoolsandspas
dvid
ccxc
ctflab
smartsjob
steiner
talis
keepn
pschamber
revelio
matcha-slim-official
ankaranakliye
socialsuite
bureausaneringverkeerslawaai
immoweltpro
unitedtranzactions
nissyokikaku
happiesthourdallas
airmakt
innovativecerebrum
jaselyn
labolera
ihobo
toolboxinclusief
fa-part
bnl-verzekeringen
smartduvet
mrsa
bigo-news
sbox-technology
ntcgnj
game-pal
amazingtecnologia
thailandtravel
sobuy
necatigoksel
newmexicohotel
photoevent
jaldipay
safetysector
fliesensteiner
taricshirt
whitemocha
wethepeopleofdetroit
mercatica
fikirsozluk
wzhyjc
sitepresser
revivallabs
guangqian
seymourford
centeragent
wixanma
soykanproduction
sky
jakartaee-ambassadors
vhma
valuefastener
wollhofer
kengoshimiz
cathygillespie
goodtogo
netspink
passivehome-nagoya
vaughans
smnetworks
sinjinsolves
oakky
lindsaybrown
catalinvoinea
artstudiographics
empow
kellersp
kochllc
healthywaymag
robit
sigleconsulting
adyton
messiahtexas
manado-pools
fhsc
calibex
katiedavis
theamericanenterprise
edge
searchforhappiness
edgkey
glitled
vivekam
smitpfo
profino
sxfx
heirloomsathome
alastairphilipwiper
bresslergroup
kupa
refidest
masumori
hemming-group
gentekinc
dumpsterrentalboise
jemacs
hannuk
fieldday
sidentus
prepasoficiales
pharmaciendefamille
riversoulwellness
acelawgroup
gentille
bujnor
jeffrainforth
ms-gebaeudemanagement
beautyonlocation
bulu
calgarydeals
crw-feindraht
lucasguerrero
valenpedia
ctech-usa
griphystone
salvador-hotels
udoitlive
angusaustralia
icysmedical
nut
spectacle
dinosaurdesigns
outlledoutmansparaded
micromode
nomade-mali
drifthotels
maternityhousing
promofest
hagelin
codela
maruzen-sj
napoms
outlookinsight
thehiu
artechhome
pubbangs
docudepot
goldshare
conceptci
secretisp
golden
cnjsmould
ikedapan
coralap
jasonmehrvarz
northlandspecialevents
chattanoogadailynews
sarb
phpconsultingcompany
info-vb
edtinc
aquaticathletes
videoplayerdownload
raleigh
smtgslt
ballroom
lime
csbdesign
i-cotacao
signlanguageclasses
timelesspursuit
iriday
visitstonecounty
rda-group
targetfive
jonandclairecrider
cougarglobal
carmencasado
stevenmartin
theplaceforitall
exam-edu
xtra
syoubundou
rapidrxpharmacy
gradenusa
tosteds
nanbyou-shien
veiglevittleswaygone
draudemarketing
loraincountyhealth
juliebrickman
arrowllc
visapaymentcard
buyagreekisland
torilogy
seedoflife
gogillette
zwicktechlabs
emsystems
jahado
fepaf
jicuitiantai
kupit-dveri
hotelsin-chester
wpmrealestategroup
virtualuniversity
thewetbrush
aphroditewomenshealth
rummydaddy
linkgifts
netuserdigest
itabashisalon
digitalskillacademy
academy-martialarts
shiraishi-spine
chinazlp
goereshotels
uqg
edgar
ramanboards
senixtech
sudo-kitano
clicked
superstarmc
nam-china
dydglight
gxyqxc
tawnie
kangdajie
iroquoiscsd
shdysb
techgearinc
embraceable
skyacademy
tntservers
liuweixing
wxhenglongrb
higuchizouen
aceaisi
cnyongyang
huayasuji
qxkbkm
btmyth
oppeineh
xiaowentong
fiserv
gangyuantech
rrljorhat
trafficsource
bcb
blackhillshosting
ayurvedum
tradfolk
adorableplush
kalifiye
copd-deutschland
pwblues
baidu
brewfault
polyvision
prudentialpmg
xinwujin
riffuchs
jackrules
avolver
londonscreenwritersfestival
metasonix
centrodeayudaalfanatico
nrrk
oshan
yuejing
beachcitydoula
dertox
renyu
airbuspilot
ekilibria
stiersupply
henleyhost
hi-ko
jingzhongjia
bridge
soulexpress
misuzu-ss
agentscompeting
bressmsv
jazzkeller
passportsandadventures
zyngavip
visapoland
easysite
medmap
umcs-lemans
thelogomix
hmicapital
thecalminghand
hallp
kawada-fudousan
aerationfenetre
retailcentral
stickworld
mypitcrew
ebrave
danieldean
tetedoie
einexenergy
dc-pilot
acmngvprecinct
timeaston
pcd
fledge
lebia
centavo
tsrinfo
vurbmoto
mobi-test
edal
banzy
scrap-school
charitylink
derekerdman
avirtualflorist
lr-web
blueriverbistro
vertigo
zest-developpement
mightysparrow
pocmicrosolutions
electricalcodeacademy
rbd
mbwit
ramazzotti
abc-tax
builtbyswift
amatuergalore
smedanweb
desavarylondon
ligarafarms
roshi
stubbington
spip
squirrelenthusiast
appbuey
reverseosmosis
mimiguarneri
starpage
tryex
riotintodev
keepstrong
aerotime
kayakalabama
devilspoint
arkema-inc
homersawcycle
braininjuryaustralia
planetcritical
athenos
filejet
splatteredink
hilove
ujnhecj
reusejapan
emlaw
hajicompany
purpleboxmedia
devpanel
fam-sorg
rosatom
miningmountain
weliver
saro-gem-usa
newcitiesfoundation
azuredigitaltwins-test
portokalkulator
longyuangypsum
lovetonus
machi-gas
teachmepersonalfinance
redditspoilertags
hanninen
juengel
chcswebservices
nzjlgy
combocambiar
nurol
aecf-lille
ucon
dovesofttech
adventureinparadiseinc
andjce
ihateelectus
wavefactory
taifon
theroaringfork
villanova
microsoft-project
liqifastener
turingturning
diamondphotographs
agrifoodtoscana
tamannegara
gnrturizm
autoexotica
ishikawa-kenshoku
postalmag
anaremis
ardf
indlindia
digitalzentrum-fokus-mensch
cocis
nssq
webhostingchile
prdesignandprint
sio
akoeva
cyberusa
mctxmvp
bzkc
nakanihonsogyo
crackerbarreldonations
safehavenhealing
internetperformance
stonal
reservoir-watch
autohitch
tetuden
gigaverse
yamarketing
hacap
architecturesupply
planet-express
proimages
flyhost
catepillarinc
collect-xl
claveserver
crio
universal-f
netinfobrasil
insure-tek
backxrcise
harlemstage
knespl
ascension
zjgkj
goautochrysler
xn--gnstigerstrom-wob
cnfjautoparts
devleap
bigmedia
fauchon
echomatters
kidsgate
nemsoft
psrv
colorserver
rmsnet
savedata
qualitydiamonds
wmpweb
hama-kensetsu
getheartbeat
nurses
cae-sur-a
almatoscana
zeroclicks
lounges
agggi
sfmconsultants
polytika
qhxblk
drouvot
ps-patent
okamotokenzai
sxyspy
iperfumy
techpals
vangif
professionalsciencemasters
workfeel
deanofrealestate
mielofon
mtwain
funreading
digitalcrayon
redbux
larutamayaonline
petersfundracer
blue-j
huntingtonaudiofhungtingtonstation
essensuals
mississity
grancanaria-hotels
ermchosting
bangonmedia
help-site
sdgagency
expenselogicapp
parrot
vietnamvacation
millworkshopdrawings
jessicaharrison
escaderocking
nlxc
piedchem
ukcdr
normsplash
bluestem
floorsbyshaw
pgventureslab
debie
mysweetescape
trinity-media
aliasys
biodlarna
keskkonnainfo
livermoreaudica
chanelcafe
aminism
creativewebsites
verniervictorsvocalic
la-diligence
protoshost
hamovhotov
certificatetracking
invisible-teeth-braces-usa
exciteme
ogami
biggestmarket
hokkaido-bayu
mwerr
lightsabercard
zfhdi
csfgbmwsxjgibf
jtmdevelopment
basislink
aksalmonsisters
mahmutaydin
youngsuntan
esteticabrasilbeauty
tag-chain
usweb
luckystardownload
vmdgroup
kaito-iw
darkware
ettechs
schwimm-service
petlink-dev
gregorioulaw
aithcrew
yyjps
artistauction
darware
icd-hosting
tjyta
greinplast
iretire
termolituristica
vision-direct
urban-decay
economiasustentable
chat-quiz
puniten
jesusislord
muenze-hall
redphotography
pragmasec
tampanativerealtor
reillending
informalert
uxers
polemovebook
sitedataroom
llank
simonberg
rekparsan
foxhillshotel
wodipay
nend
norwalkchevrolet
rentfontana
collectables-online
coltonknoll
moragspinner
joinhorizon
bestbizlistingsever
drmariano
epongekonjac
habittrackerapp
zanatskiradovi
discovercreditscoretracker
beverlyawilliams
dianima
goodtimeproduct
ebanana
acutedata
krbessant
lcsolutions
alignmentartefactqaarisoft
juegos
lpt
tourforcharity
bestnaturesremedy
openthailandsafely
mydfn
smarterbooks
smfcjk
coloradospringsgift
athlink
jpchungdam
liabilitycrisis
nico-urayasu
ishigakifoods
abashirikogyo
blocky
mswitch
eticketmaster
cqnetcr
bayless-conley
mrwinterinc
albirex
ncvm
sakaide
strategygamer
integrityfloorcare
exmedia
jemange
wechat
roadonehundred
elementhydro
agehasprings
hunch
umufumu
nextlevelconstruction
recurringpay
dienetzflix
southernfriedcouture
sanbox
xbookz
kawazoi
smart-develop
kamikatsu-anime
bookmarkingsiteslist
guscdenver
hallcroft
thephpconsultingcompany
shawcleanfloors
annestevenson
vidonn
aoq
scenenoise
priceactionlab
videohubsite
recombinant
woori-mall
losangelesheatingandcooling
opredniso
phillipflowers
monugstore
eccf
gpgt
easystore
duncanbannatyne
apmforum
chevronjuniorchampionship
torc
mituken
webrtc
mintsnuffmail
lynchchevroletofmukwonago
chungling
justicedegree
gntamami
ccrta
burgler
gshelm
workingnowandthen
sabori
celsiuspro
hailongtun
ssmbos
aspen
estelletrust
aiffluence
ispaus
kniktribalcouncil
nycdwellers
eternal-todo
gronows
avar
romek
yubikey
quickline
connectcardiff
conectic
kisalink
rtme
terlecki
xgame
wildchimps
e-giftshop
wwzz
datatrackplc
tiger-trading
skycolt
getzep
vikont
c-amie
reposta
rashoom
anfex
emlyn-jones
pupeide
bookmytutor
chongsoowon
sacservices
sportlaedchen
fabricsauction
ipneumatics
charmcityswing
imiwinr
qspl
trailball
internationalbusinessdegree
volatile
atlanticcs
chaozism
inlabs
fillatre
catrentalbr
corianna
sojitz-infinity
wecited
takneda
justpreiods
jenosize
mrkus
rdlincoln
americanfreedomins
nwxsjh
answerforbusiness
repair
lusoockoart
szxhyxj
ervekots
chinnorrailway
genomicgentoosgermain
moyuru
visainc
lawandterrorism
starcorprestaurants
du-bist-deutschland
xmbangxin
diagram
pcr-station
hiltonheadaudiofhardeeville
tukasa-sekkei
berardomuseum
bluemullet
veteranticket
weeklyd
sumraan
fiberopticlighting
canyoning
nuoffice
positionfiller
wwwfields
canadianacademics
arrk
gkgroup
blaufood
deffort
hidalgocountylppf
newtki
adspy
trust-cap
raycote
nndirectpensioen
optionsforherpes
featureplanner
hyko
lancasterelderlaw
lilleliis
scriptor
willoughbyaudioh
zhufon
mayflowervanlines
hoa-project
theselftaughtcook
peterallegretti
paypack
mediatalk
parsisksa
pacificcustomflooring
orbee
fictionwriterstoolbox
hollandbio
lytup
atoiz
idp
cafe-green
bougetaboite
tokkicoldservice
gedankenfluss
jeffmelancon
beyondzeroemissions
megyazilim
eurekarental
arroyoarquitectura
japan-pr
smarteremail
midgard-naturkost
advancingtimes
kocuce
nhtsa
ymes
it-tribe
fleetsmith
vqczr
velillum
tcpos
samperfoto
robbyhigginbottom
f-isac
idolink
blendle
keystonefreightcorp
power-link
esperanto
conversify
technize
onipaa
curtmudgins
gasworks
gxkjzy
ivreapharma
fuji-amagigolf
dashexecution
sparklegate
beko
poket
getstencils
thefamilyoffice
expositio
matthewtaylorattorney
lively
stucacrylique
sanomaservices
reviewstalk
solar-sense
lupo
grillconcepts
application
mensliposuction
kovaleni
ellira
ezud
mahieu
fsboct
chtbat
neusiedlamsee
ebookers
cardholderincentives
mindfulmachines
bloemenzaak
consumershows
cilecenter
vbinternational
shananigansteacuppoodles
videomeet
cephalexinv
georgiablackjack
postpilot
punk-o-matic
lux-limo
ndjobsskillsdb
gabapentin
charley
ohiohealthbenefits
glynt
heyapril
dotmeme
power-jacks
electionselection
m-cam
aix-en-dialogue
data-driven-japan
onlyforpros
susanfaludi
rokko-housing
uxknowledgebase
kashiv
dresden-stadtfuehrung
yamanashi-seimitsu
stewartmg
tmfyw
foldenandassociates
shinnumazu-cc
greenworksetc
sjc-net
bigchieftire
nvq-cpcs-cscs
gameflo
gyokushin
syly
vitreus
cafejose
cesic
nelsondeedle
gpcasiapac
nolandnowchnuance
syakai
kirkeyracing
caopolitie
desu
tensil
leonvoss
fluoroprep
nxzhsh
bizlistingsusa
qgbhn
atessainc
sidedoorstudio
venisproductions
meridium
creawin
hanasuke
alojarteya
lenvdo
gosilverpoint
gksn
hjjmm
ryanfisch
gostivar
zkang-e
armsuaa
myabacusdesk
ttl-blue-line
histoidhunkersimagers
hamaradomains
tandartswereld
tonysandiego
bennett
cresapartments
patrickdacquay
polyphonia
granmainternational
josephinelyons
brickborrow
accountantsurreybc
dunhamtransmission
exteon
ingeniasrl
serifsserinusshradd
pinkbar
cabuquest
fastcoins
pinupkazinozerkalo
alfatekservers
cartwheel
kidnappedfromisrael
bailiwei
verifi
lucrativedigitalmedia
berdisys
highlandvetclinic
tierradesabor
pilarplaybesok
granitosistemas
dinyes
rwrs
nutritionprice
burosoft
greenqubeworkspace
bradshell
tdpp
ingeniarte
makershed
sleepspace
mccordian
hygenier
flashloaded
parfuemerie-pieper
ledina
xianghehg
miaf
reversionary
stampfree
kalundborgrefinery
radiantret
ors-retail
info-pogba-az
masshamradio
asunooto
babyworldtoys
icebells-kennel
iomics
onelxk
cliniquefreshfaces
showmemoscow
satu
hmjyy
commercialfordtrucks
recruitonline
laflammenet
fida
namedirectors
s-ic
sbidental
ukclippingpath
websightdev
telephonewireless
thenctimes
soloblitz
casa
reneegasch
neipperg
andersonpacificfloors
marinedocs
livewellwithpain
progressnet
sumiyoshi-clinic
alternativefactstheshow
zizoo
agiprodj
serverworld
rayonsreavailredtops
applicasolutions
thedeforestfamily
empire
foryoubynn
bravocura
surwill
qjwm
sunagacpa
tasburun
asahi-bussan
restrac
glou
euonymic
sceptr
b-int
soian
veritasadvisors
cheaplyhost
seresgames
webite
indiancyclefitness
poska
bleimh
softe
windbridge
instantcompanion
unsolicitedpress
viostyle
facelesswealth
chengyecorp
djameskennedyministries
igp-vast
reiselife
lianjie
winsonfocus
sscannabis
korbiwiki
hamid
lowescabinetdesign
steveslatterycarsloughborough
atti-telecom
haodd
xatlsfs
roche-bobis
devitastyle
stitchscreen
oddfields
armanayegh
siyuanpx
kontranet
gilville
glbyh
nev
sovereign
dinnersite
printgrowpro
civicone
jssmed
pegasocorp
xcraft
exocard
theus-puravive
nodai-bio
szsjty
euroasfalt
gotgoodcars
mizutori-shika
pinnaclevista
dinamikservis
rioapps
neonkid
puntagordadamagerestoration
ailene
salonhomepage
wishongolf
mediamove
kgmuw
hotelescuatroestrellas
aljazeera
liketly
gavinnewsomforpresident
debraepsteinmd
westcovinaaudica
ayakami
honolulusurgeons
opium
visamyrewards
graduatesociety
iraeducationfoundation
muzteatr
skysports
iridology
serviceinfoapp
fanfaremag
fpysjy
eleanorclarke
specialneedsatc
preferencelink
herbrueggenhof
seejaeger
ariitea
crude
ultd
airflow
treas
protegocoatings
kantana
todaymade
dusterteam
gritandgrace
graduationworld
friends-kazino-zerkalo
laicode
brentbachmeyer
seekingwisdom
forwardlabs
innologies
octobot
nansyu
okuno-apa
unipi
wediglaw
cellphoneclinic
crux
sanesu-fp
deliciousdenverfoodtours
nursemanagementcareers
hyusys
deltasys
superscale
szliangyuan
mats-inc
autoxygen
bigdrenters
infinitywalls
cima
thefijinews
nanxue
vynyl
hotel-marketers
littlebigh
interact
exams-andalucia
fcknlove
madison
impdreams
rustichella
idevit
gypsyy
kowe
pasture
ruraltanda
techconsvc
medcostadvisor
gtphoto
bmrdr
resistance
wizcomm
cylex-france
gamla
quarante-cinq
vnshop
nu-denmark
j-beautybody
nbicagent
mangohua
parlament
theunderwaterwoman
uinteract
boccuse
maslamanihome
ateliervert
azcy
beefresearch
functionalsmiles
jakegreenbaum
aimishow
tek-assur
threehotsandacot
retirees-aa
geesoft
anka
wwwchryslercom
jhbuffalomeat
jianuojiapet
brightspark-consulting
platinapouchyprated
tanxhk
berkleyequine
valuesolution
x-j
skinsecretsbeauty
campaxe
pharmaceuticalfinance
hilrocks
treeclimbingspikes
brancott-estate
adddomains
aizu-higashiyama
avghelpdeskzorg
inspiratu
reefhouse
probityeps
benchmark
pejman
greeksky
moritaseiki
miss-poca
needs
x-alpha
web
hikkou
estrel
earth-geo
visaswitzerland
aregapizza
androidinthecloud
publigrup
yangfung
svkz
rytechsolutions
hello-omotesando
osone
verdinexor
villageofmalvern
slowdownra
oneway
bunee
tipagolada
worldexbroker
building-with-nature
preownedcalatrava
unionstreetdentalcare
trout-tracks
netmcs
automotoretro
scottmcn
southafricancountrystyle
visasouthafrica
serenehealthandwellness
occupychi
straighthaulin
kamakei
crownevents
ronrenaud
onecare
daikokusign
qen
imanet
aafgb
nullwebsolutions
gws-tokyo
armony
enkidu
daozhizun
conveyance
oda
panhandleent
shoptrade
aimingalantolalethia
blognet
sommerkonfituere
frankenwein
llama
verneidegm
teramonews
agile-x
kolcaluka
optimizationedge
cottoecrudo
vanwezelacc
basicforensics
cathayoptical
jmmf
vibescripts
costruire
meta-hub
castlemedia
alicesamachrealestate
meta-objects
voiceofoc
highcamera
laimo
futureclass
daikisan
reposter
ywmingluan
ikedakankouji
bs-nishida
hotelgranadacolca
saiminweb
pikespeakcam
infopost
marclabranche
cakes
luxorcarehhs
bez-diploma
karpaczhotels
acceshosting
zaishen
bouwendnl-verzekeringen
dykangle
covna-china
drywallers
careerassessment
gcmta
meridianquantum
stonegroundchef
vakityerel
secureforensic
clovercarehomes
tinypng
crosstherubicon
aaeportal
fukuisekkei
dualplover
dtpschmid
douglas
target-distribution
trasterosenbarcelona
mandeltrae
hr-dept
customs-lawyer
oceanwild
etbstudio
snoke
arobiz
rwd
wpbizhost
kinnco
suita
peacenet
feihongtai
lucbaiwir
visaexchangerate
myadoptionchoices
malawielkafirma
ccij
tik
jake-hempson
ciacci
explicitlyourspencils
webp
nerdlike
taevin
jtc-china
chiforum
ihatemystuff
mediatrix
zhibit
costumestudios
mymary
bytefactory
drom
click-s
dkthcqrkooyb
lojamelissa
typcc
fdthk
prime-creative
wernardweslacowielder
kara
brdg
relishrescuesroasts
gekkofyre
theimpalerspeaks
technicalseminar
barnmanager
codecards
affectlab
madeirahotels
msfa
ganoderma-for-health
vertretungsplan
houseoffaiza
toxicnation
cryptodt
illnoistollway
deepkarma
cosmosaic
supplychainproducts
kamicode
aigptek
freemalls
cypressbio
gabidental
aeroportofortaleza
juliagraff
actohio
sapphirelondon
optbooking
itak
serverninjas
phxzhd
newmanopause
highlyqualified
barefootsauto
libertychristian
gearzap
lucidity
czqsoft
scanace
smallbizweb
thanksdad-pg
onlytap
danishtaimoor
aquamiho
cmts
ir-ltd
cru-z
ngherb
asyml
bcya
becksondergaard
cnglobaltone
tecumsehmotors
austinenviroconsultants
streamlinetransmission
vancer
moskva-business
ireadtheend
yaqob
helfbernd
gciwest
fujii-e
prediksibolajitu
hafio
okna-spb
manger-local
ourbeacon
cowichanculture
renacer-latino
joeyschoblaska
alchosting
missfirefetish
market-bridge
determinetobediferent
handweaving
hielspoor
yourscrib
endoluminalsurgery
caldus
top-vidange
orangecountygaragedoorrepairs
xn--cbkxbyfwj
acharlesnyc
darcsporthawaii
trackeasier
itstandby
christinehoffman
verifine
aquana
track-weight
coreprocessor
padfonewiki
corecorporate
thrivinghealthoasis
quatre
elios
adnode
pattonsfoods
nfnportal
zgcbh
visacz
izumo-ookuni-shintotsukawa
pixelmeow
stockfluence
sparklepool
turkiyehaberleri
patronis
nnlife
nhly
bushtrimming
youjia-estate
doormaintenance
myminecraftskins
infoway-marketing
jonathan-parker
redesignme
vrline
xfttjd
douchedeverresyver
sayarbobinaj
ayumino
bartolomei
vari
omi
officeanemone
airside-nissan
deepreader
ljmapservices
cdn-systems
roudiam
bkyle
adsolutionline
dineplus
plumbingcorona
photonic
tietz-baustoffe
zoetrope
yvoiretourism
yaymicro
hennessymorris
biospring
archer-soft
scalarchives
legacyjewelers
heb
sothys
sendex
enmmail
kavo
chicagomessenger
architext
sewcatalog
zenkaikyo
ovorider
tgt-ltd
wt-ns
thebidenplan
villamotorsports
pchime
tomwoodford
iflyboise
coded
beginner
officerealty
gemond
vconfiles
paulandcarolynn
m-clear
nantucketdreamland
codekidz
hollandscheveld
brandonadvertising
yasainoyousei
prolificstudio
kestro
scktt
xeno
pkpp
hmo-architect
ammuthemes
entrophi
amretailgroup
epupl
rackhardware
shorashim
gzhtzy
tsv-weitramsdorf
minerasantaana
kitaurakenso
easyteam
ggml
silvercreekhomepreviews
dancounsell
caterpillar-lawsuit
hscompanies
herbivita
mamista
idomsoft
findevcanada
klik
griffn
jvdh
shallow
nexusitc
dprd-bengkuluutarakab
erectionpills
bandcexpress
catholic
beehivebedlam
awsharbarberobarming
fixfoto
stormservers
amplifyd
onetechnologies
centesmchassischatons
strictlyballin
auto-klimat
kartalsel
nuvo
lj
dslforum
signumcreative
jumpy
third
o-dachnik
syte
billkiddstoyota
lowesunpaidovertime
hesvd
fromnanda
unforkunhumanusuary
mrwellington
ssn
stego
torchbat
viralchain
mejdisadiku
dxppf
agserver
zipzip
designerbuilderthomaswrightstaggs
tsurusawa
onthenumber
fastaff
langlegal
ho-yu
cheematraders
easyshop
medjournal
appvalet
upperranchco
rise-co
speakeasytees
foxroad
goatstack
kuir
xytjd
aeolus
jiofinance
onlyfan
vebo
matsumotokensetsu
taxicabsservice
somenogawa
basehost
northcoastrivets
ungenau
idatasolucoes
whonome
toonburn
truenorth
fgotus
improov
scherpeblik
berkshiregas
elmas-nature
casenrun
efg-herne
fruitafucusedgaughan
distinctivecabinetry
chemicalresources
imperialhoods
mbtuolian
lockheed-martini
webdevelopmenthome
yudingmaoyi
finesandfees
china-valve
mcaconstructionanddesign
testograf
cp-ins
webpress
becapricious
giesenconstruction
pipops
aldilieferanten
humorly
offlineaerie
internapcdn
visa
terukensetsu
takauji
arcoconstruction
canadian-shield-whisky
teecreek
gender-api
superofertas
as-japan
presidents
tancms
automotivesupplychain
documentacaoimobiliaria
rvdk
craftar
ananea
istmocenter
cookpharmica
royalhaven
roboventure
fossil
mety
nflonlinetrade
lillanails
advicefy
yzccba
jaguar-media
eaplicacions
cantest
wowgames
davesnow
teammyrtill
cowboycoin
sandiegomobilegrooming
stocks-house
usspro
jthompson
sportequine
genericpartners
vfes
yamato-am
platezhnyj-modul-getkurs-promokod
akarfly
tlrserver
carcamera
skywifi
pokitty
titanicandco
lement
aacy
bukkakehd
sasy
makelaarsamsterdam
snitch
corsaire
buyworldshoes
com-seeds
denkapolymer
pskov-do
bricast
dpsludhiana
studiolines
maysunsolar
archie
mjs
holidayrooms
chuokensetsu-kk
aquest
panchroma
owenshome
thecutups
dseoinc
arvitec-vidros
feelgood
frisuranova
ryoushinhd
hdweb
se-hotels
kennytheking
runwayea
stive
vyom
ztechindonesia
myjs
zwiss
queer
debreceniugyvedikamara
muzonoff
alwaysfresh
hotstonepizza
cimentonacional
talstar
mrs-inge
compmetrica
repreugo
jaychildress
jtmh
binome
cornerstonemedlegal
yunchengfc
mozer
tt-beauty
makingwavesusa
useyourears
werkenvoorderijksoverheid
farshad-shop
designed
usolutions
capitalonepromo
swaneve
z
byzyjy
stcypriansprimaryacademy
tinstung
thefork-awards
fgdyh
expressyourtee
norgau-store
cn-japan
anpesindicato
steunpuntpassendonderwijs-povo
ensystem
worldclassfilipino
disbeliefstudio
entreamis
eaejj
rejwi
serial-patisseuse
editorialakadia
senkintan
blumen-buschmann
notohantou
aegate
jal
nlww
cat-miniexcavator
bolsadirect
zupt
photosorter
abakedcreation
daemar
lebenshilfe-berlin
mkl
leftlanemedia
orion-fliesen
digital-directions
ducati
imicrosim
oznet
twyersuptoreurachal
jsy
nissantransportation
chibashokai
devbusinc
exumwinterguide
qualivar-sst
dronskiearedectopia
grnspace
meteor
shortinsights
stellato
skytoday
curioshift
autostar
kyushu-pc
haynes-family
bdn-steiner
guts-land
nostalgiatogo
fuji-kikai
cootera
klangagenten
berkleyprogramspecialists
markamarket
robingroppe
nelito
lowesappliancerepair
kristenluidhardt
zeropointscreen
daniel-jost
duckchat
thinkerworks
rgjiarui
chrisgreer
datahuiswadden
mootopia
navigoconsulting
heaventreehosting
allpvaaccounts
productosyempresas
partner-design
farassoo
peckzo
crypto-expert
monpetitami
rmhcwichita
mahniyukle
gx-gj
pceggs
aoslogin
ahmassociates
kitsaprealty
deklompdierenartsen
accurately
billsweeney
inspiredmedia
octrackchampionships
ialope
apollobeachconcrete
electricparlor
havanaempat
agiledc
sabusuisan
expensemate
hardinpaving
investmentadvisor
kkwallingart
newoaks
btinfo
tomgq
lamborghinihosting
mocimo
choop
ortho-k
iv
sirdemonslayer
dwhblog
tmtusa
restituo
uwewegener
wiiwish
rytechsoftware
oita-fta
circuitpride
wilsonvillesubaru
aboutkupangfs
asiaglobaltravel
canvas-net
rothfeld-waterkamp
raleighsigns
brendal
pnl-mnt
aj-hkc
vehicleintercom
strunk-connect
pixshost
dapat
smxca
kcw-dgk
fantasyiowa
poweraceindia
webmlc
garag
cubedroute
skynet
fujisawa-co
vpra
fortunazone
leaseonmarket
boredomsociety
queleas
letoiledulac
myunum
vermaent
dariusfontaine
gigahouse
lives-here
ujobucredit
estatsale
zqbf
thermotraffic
lontec
ilanastern
wnyventure
cellularconnectomics
ionsource
jsrds
weiyiyun
ogmaconsulting
smr-web
gigacity
rexite
napletonmazdalibertyville
ji-dc
lakelandbaseball
wowbistro
performancemotorcare
zelivingroom
mountainwilderness
cia-artists
sabcnews
scej
sochidialog
cartuner
nilgoun
talentcultivators
werkstatt-essen
designsbysonia
bigorre
listingsscoop
smjk
cubeheap
numbernumbernumber
colossalwebs
handbags-direct
pnksemi
toyota-td
teidesa
pohta
orgrim
trj-g
edulan
trafficjam
shinya
arashow
asr-informatique
integrauk
ramins
commseebiz
glaber
arb-services
mielu
paulcoffey
bosscollectivedesign
tongrentangsygs
mykiwi
othermen
ihnews
vektortek
scottylaptop
steri-shop
filter-world
skyraceday
bbedu
visitorid
lintberg
financieel-plan
keys-tex
lowescode
angryteeth
institutedigitalgames
camspl
davestewart
prophecyproject
iatok-diving-paradise
hickokhieinghilum
sbt
autoreve
bossdoorcontrols
icus
lotus-dachziegel
starfoxweb
belfastmc
andeamo
golexa
landbo
immunoassays
melanintouch
hostnet
rwa
conpehtgastronomica
turbopar
gradons
confluency
nwft
animalvisit
azlicense
osi-incorp
revenueguys
dkgeast
razorvenue
cactusbowl
ceomasterclasses
aji
heatherpierceinc
michael-ketterer
rephase
miespaciogourmet
proware
lvlt
rppman
osai
confidentialsite
stallion
toledofaxrepair
planetariahost
pharmasan
boomserialz
efubo
convum
voyage
youngbo
hotelszeged
kotarabears
unclescooby
bkb
premiumvi
realestatesalesofhotspringsvillage
nsna
mvpf
theoceanseries
jmfmye
vcti
altaworx
iloyyj
marlenejaschke
ionnewsroom
businessmessen
plaud
mediwerke
carroz
revive-net
octaine
tecinfo
happenings
danielmemorial
ruralgalega
digiweather
kslconnect
buvez
flyingsolo
scentsy
peterbarakan
watchkopi
digitalbooking
memoryplastic
southernocean
washingtonsemesterprogram
phonegatealert
online-distance-learning-education
mbatz
washngo
topher
e-a-i
evelpie
solazeiss
dtribe
serverdpi
aimeemillermarketing
ensemble
jobbland
skillbuyer
kinki-michinoeki
oakandrope
xn--thomasjntsch-mcb
lessonplanz
gk-mps
faith-pay
lm-associati
vitzkrieg
sieunddieniederlande
clients-portal
pfmss
libros
rhumbriberoriksdag
ecosis
superiorbowen
wellson-interior
g-bm
moodysys
relegate
milicgroup
hannah-marie-ouzes
cvministerio
abautomobile
akabou-osaka
atiquality
voyeurspycams
glc
frandsens
superfoon
profigarden
brendabowen
solomansmithbarney
kowh
timsouthall
gowi
yourhealthylifestyles
akunvipsins
nbpengjin
scifeeds
longtower
sitesearch
meian-blog
unmiterunreelsunvisor
visainc
helicopter-flights
screamingrose
btfish
healthcareaideprogram
isaacalexander
helpeditor
inbound
fynboshill
cardsystem
dkayser
phreshly-squeezed
ykew
mrs-and-mrs
companyvisacard
panovision-hosting
lanyiantenna
visaglobalpublications
dinamiaperu
heatherandjimmy
txorbi
ceadcs
parkhillapartments
caseykeyrealestate
toten
getman
icantu
intercon-spacetec
beachpleasemexico
force-ad
sunnycommunications
ispacademy
battery-news
zetechbd
hola
sanomaservices
vsesvit
hugh
info-pogba-uz
husalyckan
polefoundations
wyattaerialproductions
ashikaga-miyai
luniversocasa
quelleenergie
arvikajsk
zerotwo
marketingtransformation
belodetek
biodiversiteit
tapfoto
apponward
therockhosting
camaragallery
theregisteroffice
deployment-site
indigenweb
bourgeois
mleom
qualitysports
metallink
gyanbatua
sprouthost
elem
dqzhimei
lotus-office
webyes
feelingman
schluderbacher
emilioiaia
hikelink
computerstore
velx
celecoxib
miamiconcierge
stum
free-litecoin
hardzip
ecmweb
ffbinet
eladureshop
selleren
straitjacketed
saveonmedicare
ono-san
ishii-p
laicw
echobox
kored
myart-print
binhchauhotspringresort
plateinquiry
cbcrp
sentientprime
akcigerkanserilazer
edreamhosting
statreporter
bioacousticmedicine
imavia
concorsi-online
archive
paofumiyu
lizkor
enrollunum
aquaponica
baumgartner-holz
uranosu
gigasolar
imageofsport
psychotherapie-praxis-muenchen
tsuka-cpa
qzhp
rti-services
power-division
draft
qilu
proautobiz
martinecodaccioni
stainless-steel-world-news
nutrigene
amplified
conwayfamily
coachingyouthbasketball
jackmouse
nextseason
kinoquzu
coppercreekresort
tianjihealth
trophyridgeoutfitters
glanceability
labsense
emidigital
inis
intellia
fastday
useco
selfstoragemobileal
antarcticcruise
dpospectehprof
theberglunds
hfyswlw
liorafineart
tiptoplaptop
visaczechrepublic
zoomtak
charismabeat
t-adapt
bestjoomlahost
schumanities
alta
benecon
aleppoalginicarbalos
kahy
hdfull
kiyooka
bradleydean
annahost
ujes-ao
grey-bruce
spolt
burg
prozonedns
immobilier-vincennes
autodiscountsnow
hitshot
qxnbubiao
adasinstruments
rsquad
hangchengny
protomot
virtuelebajes
patriotdns
nybo-architekten
tlsy
house-c
romasofttecnologia
pinnokio
j-sakamoto
numachan
reversedomainnamehijacking
canadagoose-jackets
productdrive
itclogi
gujia
olneeonflowouyezd
cultureelwoordenboek
montana
responsivemiracle
eyecentric
kk-mic
redcosmos
lnlsl
kk-ym
lechen
uhii
businessp
essayiste
mygranitecare
spillkongen
pbwater
edubridges
gekkanbijutsu
hypno
besthotelstulum
antiwrinkleskin
neoboot
baidigi
whiteallenaudiofdayton
keiryu
pailemai
cti-co
parkmillenniumchicago
nicheblasta
bcbsofnj
widodowisma
safeguard-rx
golfequipmentshops
fortunecookieday
hemeiyun
geekinpink
yoneyando
dcnokill
gasupfree
samketcham
eguchi-law
eagle-house
hillflint
ente
dialma
steyne
bax
gdubultimate
linateparking
lab
es-test-domain
kulturland-rheingau
bigislandlove
checktor
foliagraphicdesign
zealsafe
troac
powerlot
temujin
fondofoods
my-esb
huacai
limamot
sulerank
eligesilversummit
porttownsend
sagemuse
sharetheridenc
romware
standardstrax
openadvicereviewcba
cornwall
perceive
soteria
ailo
chinasolarpower
foqing
agenciacovere
nigelpeacock
onairservices
cloudibility
berkleyseguros
yourparts
karaway
accelerant
kamio-kogyo
classicaudis
toyota-daishin
iamsmeofindia
newgroundnetwork
insatinternational
hoteloasisbarcelona
supersite
catmachineselector
cristina
wwwpunkt
sysquid
ppmpower
ytpro
turkbil
lesliesoto
j-techsuspension
mfind
particle
kadrae
myspycher
premotion
stylehasarrived
visasmartcard
polandtrade
soupe
digestoryonline
biomi
pureoceantec
lian-wo
yournewchoice
syncope
itulan
hntxjz
getbarter
hpcfgiving
kqger
e-auditoria
ipmx
lefdalinstallasjon
denghui
silver-machine
onlinecourses
allofe
devonholidays
presidentchoicejewellery
melangemediaservices
royalbooks
findsouthcarolinadoctors
phofever
fluidomidia
mobilityofny
siteguitar
yesonmetal
wxzfc
vvbb
unitedrecords
corptek
hendersonbuilding
arpc
child
jetcdn
nltradeandinvest
best-hostels-berlin
cybermex
transporter
stress-release
spectant
dibaociliao
manchikyu
lady-flash
natties
jakondo
stagit
rockstarconsulting
cutepig
hifi
toursvoirquebec
austintuplertrucking
naturgreen
ecotechp
kadoya-ltd
in-grid
epluspvy
xstash
donerightyp
puremall
honeynutclusters
ncuma
panfantastic
stowelltabulistaenia
catelectronics
bewithoutborders
kaigo-kango
localtraveldeals
umigoroshi
corenow
mdh
saitsumasao
zomo
voxzambezi
cosmos-batake
machinetoolsupplier
nationalfourballamateurchampionship
mvlfurniture
bottools
nas-adaptatietool
inacc
hypr
irisheuroguides
aisle
harborcomputer
jpa
connectingmobility
wealthwizards
gnxmajx
primecontactcenters
jessicazdiamond
kubislahoreleegte
livecamhotties
csdancestudio
kahalaniresort
gymequipmentsuperstore
goodon
ikeamebeles
parow
gamalogistics
moneyconfidentkids
blubattery
ai-feed
kowo
cavehotels
phimset
mutumikai
my-calorie
conseilcrypto
intellai
tecsupplies
otrium
phab
tlscompliance
cirkis
spcursosonline
telenor
waterheatersgurus
ytaomh
comunicaestudio
moesbar
lxae
docohr
dnsfantasy
ceciliasepp
mediasetpremium
v-bus
gold-school
hospedajewebcr
pdaviet
southern-kitchen
shoperheaven
thrivedesignstudio
fhh
mkzgk
bkd
super-voice
tflabs
hbdigital
bookzy
devrun
bosch-aquatak
shelain
meatfactory
zjbxcj
sauconys
rainbowsixlockdown
x-xtra
nj-tokyo
marinochiropractic
enjoy-amic
speciald
mixtre
dragonflytx
rokujogata
ubsecure
hamburg-hotels-de
marielita
tatsuya-seitai
hellomove
continuomics
powerflexfence
syokutakubin
physiosunit
wsgamecompany
grauworks
berkleyfianzas
smartergolf
hafio
sakura
visaireland
liceclinicstcloud
uppervalleybusinessalliance
netarx
fabfem
warezinfinite
dltdq
appliancedirect
eikoboeki
bdsc
optimed
domoscape
fesumo
mobile-download-j-app
van-g
nszk
aladdinsanfrancisco
githubuseremail
geogiken
ukr
thobiaswiklund
geodisrewards
entaileruptedevictor
hcc-df
thanyaas
productflow
intel
mausgmbh
eurowh
ganghangedu
