Seller Growth by Automated Etsy Data Extraction for E-Commerce
                     DReraivl-Tinimge  GSrmocearryt P rCicrei cket 
SMStortanriteoeraginmige Fsol riU nZesipnitnog,g B lPinrkitc, Aindg  
EODSthPeeNrc PcilasrtfiicooirmsHow Does nAfsou  tDWoamittah  How ated 
CaESsetC Cascrap Syot uDdapinag Wnge bP rSocraping y - A DualFoodhubta R Eexvtirewc S
dtitso
uranct et gy 
For  
Ofpo
 rP NrEia-cCveeo rm ScmPrreaorpdcuct Data 
Scraptiinm
ien g 
SuSpepgro 
iUze Your Food rts
SDcrealpiivnegvryic 
i6n Se0
g AP
t%ra B
Is
tee
 A
gtt
nd Web 
ye?r 
Handmade Seller 
Insights?
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"Our previous approach to gathering cricket statistics relied on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
saItnisftarcotidonu. ction
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
SInertvircoe dreuvocluttiionnized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em empowered the client 
•TInwh ietth oC duoanyrmea Ctcheadll einn es
atches
2I8n% t ihnecre'asvs ed iynn uasmeri
sc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitma
lvnmitn egrvc ies ibp-cillaiottyfmo rmin.teor cmea erkceot syprsitceinmg , the handmade n average user deposits trends and consumer 
•1pm8re%fae rrkedneuctce thsi.oa nTs hi ncis da arctvaase elad t seatnu cudyyn- rieqlxauateemd is nupessae rc hceoo wmf oparl aalienrattsdisinagn sgr oacnedry  delivery 
csOheauilrnl e crwussit.th oW m3iiz0teh+d   poslnoalltiunfteoio rnms tdosre ellisivk eearec Edro tsrssoy b mubsaetj ocmro amIrnkdienita gni n ctmeelenlitgtreornapcol elti,to ae nn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins, swiftly adaonline crafts and hand g solutions 
pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn e
mnhaade goods, understanding telligennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
smtsrpaaetcerigkaieleiztsep.dl aCcoeup tarnegn Pdrosd aucntd D actuas Stcorampienrg  bSoelhutaiovniso src irsa pcinrgit ictaool lsfo, rt he 
scTluihesnetta  Cginaliianeebndle tt hger sotwrattehg.i cT ehdrgoeu ngehc eAssuatroy mtoa etxecdel  Ewtitshyin D Caoutapa ng's fast-
Tehveo clvl ing marketplaWeEbx strcarieacnptti nisogtnr uin gfvogolrlev dEe 
cwei.s- Cetoxht rmamcatiinentgrac ilneairn,g gse  ceaolmlmeopruesnt itctsiav oenf  pdaraiccthian igfer oavmcer owdsse bethspioteussr ainnd asn  
auoiftn osmSiKagUthesdt   aimnnadton nideerrevenue leakag ce o
.n nFtiosfyouidnmhgu due to e
br
sr
 eRgeiovnieawl s 
u binotpetirmeas
pSrtciscr,ian ppge rrop idas tudtecerstni gsp.n oeTpdh uetolya  hraeitllspyo ,b  uassuniffndee rsesde s 
collect cust l pricing strategiepricing osmheifrt re vinie wres afrlo-mtim Foodhub, a popular food de
sli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to proevi.d Te hdiest ailuedto imnsiagthetsd  inmtoe tqhuiocdk- commerce 
Bmyt rasarckrneastp fidnoygrn maremsvi icehswo aswn, d rba etuninasgbisnl,e e apsnrsedec fisse eea dpnbriaccleyk  ozfperot immth izceau tspitoeonmr afeocrrrsom,s bsa utnhsiecnier s dsoievfse  rcsaen  
gaghirnoa cnienrdsyim gchaattsad leoing tl.ois tvianrgiosu sa nasdp escetsll eorf  cthoemir psertviticieo,n i.ncluding food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
InmsBtaeyna adleg evomef ernaretg lyibninygg   imEotpnsl eymm Pearnnotuidnaugl  cdata dDtvaa ntccaoe ldlSe ccGtriraoonpc,e inryFgo  oPSdriehcurevb  iDcRaeetasv ,ie Swcsra pDinagta  
Ctoebllcuehcsntionolnoeg stihesrseo. su gTghha issic nr araepscinucglte easdlsl o wtinos  fsroetrrm ureacartklu-atbirmeleed   aipmcrcpoersdosvu etcomt ,ea n rletasrv giein wv o,ml uaamnrkede o t f 
responsiveness, profit margins, and substantial revenue growth.
strsCutlcoiteurnere-tdl e Sdvuaetcalc,  iewnshfsoic rhSm tisoa ertsyisoen tfiaol rf odr emtakiilnegd i nafonramleyds idse.c Sisuiocnhs. data-
driven insight enables sellers to refine inventory planning, 
  enhance visibility, and boost engagement through 
evidence-based decision-making. As more artisans 
compete for online visibility, automation is proving to be 
a 60% more efficient way to enhance marketplace 
strategy and maintain consistent profitability.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
pErevfaerleuncaest.ing Market Patterns and Performance 
Shifts
"Our previous approach to gathering cricket statistics relied on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
saItnisftarcotidonu. ction
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBiyo ndeploying advanced techniques, wThe Core eCmeanltl einn useesr engagement during live 
em aetmchpeoswered the client 
•2Inw8 %itth oi nducanryem'asas tecd hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
U•1pn8re%dfee rrresdntucacetnsi.od nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery cOhauirn  cwusittho m3izi0ne+dg   ostnohlleiunt eido nys ntdoareemlisv eicare cpdro esrrsof bomursmatj oamr naIcrnkedei tao nifn  thmealelintgrdeonpmcoelai,t daenen  aabrleinags  
mlecavlierekrnaetgste pdtol a Rcderiavsle- T riedmaqetua -iGbrearocsck eecrdoy n psrPiircsiicnteg  ndMte odcniasititooarni nsi,gn  swsigoiflhtulytti soa ntdsoa  pmftr ootmon  imtuoasr k etot  
trtrecahnasdnfsogr,em sc,  utahsnetdoir  msbiguensriifi npcearsens tflieyn rteenlnlihgcaenncsce,e   atchnaedpira  pbpirrloiitcfiieitns  mgaa nmrdg ionmvsa.e rLmkeevte enpraotgsii.tn igon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the Secllileenrts  in the handmade space often struggle to adapt 
quTeivhcokelvl iynC
galiineend tthe strategic edge necessary to excel within Coupang's fast-
The clien gwt  mshtareurnkge gtrlpeeldaly cwieni.tgh  monai nltiaminiitnegd c oomr pfertagmented analytics. This Web scraping involves extracting large amounittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
acuohft aomSllKeaUtnesgd  eamn iadsn  naideder.dn Ftrioefyosidnshgeu dbr e Rwgeiiovtniheaw la su pSrtciocriamnpgea rtp ieasd tdt eesrsnyigs.n teeTdmh etosy  htaehllsapo tb  ucssuoiffnlleersecsdet, s  
coorrelglveaecntn ucieuz setl,eo amakneardg re ea vdnieuawel sy tfzoreo m svu baFoosoptdt iahmumabl,o  apu rpnicotipnsug lo afsr tfdroaaotedtga di eefslri.ov emTrhy e pylr aontfdeoeurdmce.td   a 
licsotminpgresh,e rnsive solution to provide detailed insights inmarket dyneavmieicws asn, da ennda bcleo mprepceistei tporricse,  oopfftiemrizinatgio an r
ttoi sqaunicsk -aco mmerce 
Bsyt rsuccratupirnegd r evvieewrsv, ireawtin ogsf,  tahnedi rfeedback from custom
aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects  mof atrhkeeir t ssetravinced, iningc.luding food quality, 
delivery times, and customer satisfaction.
MTahen uclaieln ttr raecvkoliuntgio noizfeted nth ceoirn aspupmroaecsh  stoig pnriicfiincga nsttr attiemgye ,a wndh iinleve ntory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta error  
Ctoellcehcn
s can d
tioolnog tiherso. 
isTthort ugh issc rarbesusipinuglt ende sisn  dreecisions. Byallows form reaarkl-atbimlee  aim pardovopting data-ccess etom ean ltasr gein v omluamrkee ot f 
drreisvpeons ievxentreassc,t pioronfi,t  smealrlgeinrs,  caandn  smubisntaimntiazle r etviemnuee s gproewntth .on 
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
repetitive tasks and focus on creative growth. Automated 
 dashboards visualize product performance, best-selling 
categories, and demand fluctuations, empowering 
businesses to plan more efficiently.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferencesM.etric Before Automation After Automation
Time Spent on Market Analysis 10+ hours/week 2 hours/week
"Our previous approach to gathering cricket statistics relied on manual 
updateSsal esa Cnodnv erbsiaons Ricat eAPIs, which becam35e% increasingly inefficient5,6"% says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
perforImnveanntocrye T umrnoevetrr Ricatse, matches were oSflotwen over, leading to useOprti mfriuzesdtration. 
Our prediction algorithms also failed to reflect player form, resulting in 
Data Accuracy 60% 95%
inconsistent user experiences accurately.“
Adopting Mobile App Scraping Services transformed their operations. With 
aAccuetsos mtao tiroena l-etinmseu, reascc sueraltle rsm caatcnh  adsastea,s st heevyo lcvrianftge dm adarktae-dt riven 
sctroantedgiietiso ntsha itn sitmapnrotlvye,d  idtehneitri fyc ocmopnestiutimve ere dtrge ndansd,  abnodo sateddju suts er 
slaiItsnistiftanrcgotisdo nau. cctoiordningly. Faster insights lead to smarter stock 
Inre tphlee nfirissht mcriecnket,t  ismeapsroonv aefdte pr riimcipnlegm pernetcinisgi otnhe,  asenrdv iacen,  the client 
sianTwhc:irse acassee  inst updryo dhuigchtl igvhistsi bhiloitwy . oBuyr  iCmoupplaenmg ePnrotdinugct  sPmricaer tSecrr aping 
Service revolutionized a client's market analysis and pricing optimization 
mstorantietgoyr. inByg  dseypsloteyimngs ,a davratnisans no long•3In2%tr oimdpurocvteiomnent in user engagceemd etnetc hdnuirqinuge sli,
e rw ere elym poon ve matcheswered the client 
•TaInwhe28s %istthu C oi nmduocanrpyre C aem'atsais otecdn hiynsen —dlal meusietnhn esrisc ire geyhtqet usmni tciinkao-tnkco oe rtam hdtmeee secroicmsei poenlatisnti dvgserc oadpuyen,a dmesitcdasy  iionnfg rS eoculoitamhb pKleeotr ietiav'es  
•2erSel1veq%taiudd igridneronsgyw  cetei-hnc. soigtnma  namCvt eeorrvcamiesg iebpp ilulaiesttyfeot rr idmitneo.tpoor s miDtsayrkneta mpriiccinsg wtreitndhs Eandh aconncsuemde r 
•1pD8re%afe trrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  c
a 
wus
A
itto
cmcizesh 30e+d  sosnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveo clvliienngt  mstarurkgegtlpelace.Web scraping involvde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into quick-commerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
The competitive handmade sector demands detailed 
"aOwura rperenveiosuss  oafp oprtohaecrh  steo llgeartsh’e rsintrga tcerigckieets .s tTahtisrtoicusg rhe laiedd voann cmeadn ual 
updates and basic APIs, which became increasingly inefficient," says the 
caUlinennadtl’yse trDicsiratelac ttnoordo oilsfn  Pglriko Wdeu etchtb eD  SeEvctesrloyap pmAiePnnIg tD.  "FaBotyao  tSdhech rtuaimbpee  Rrw,ee a vuripteidswaatsends  pclaayne r 
piderefonrtmifayn cwe hmicehtr icso, mpatechtietso rwse rpee orfftoenrm ov bere, sleta, dwinhgi ctoh  upserirc firnugst ration. 
Opuart tpererndisc tdiorni vaelg coroitnhvmesr sailoson sfa, ilaend dt oh orewfle pctr epslaeynetra ftoiromn,  areffseulctitnsg  in 
icnucosntsoismteenrt  ucsheor eicxepesr.i eAncccese ascscinurga tceloy.m“ prehensive insights from 
Aadno pEtitnsgy M Dobaitlea sAeppt  Secnraspuinreg sS esrevilclesr str aunsdfoermrsetda nthde tirh eopire rpaotisonitsi.o nW ith 
arcecleastsi veto  tor eoatl-htiemres, ina crceuaralt eti mmea.tch data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
saItnisftarcotion.With stdr uccttuiroend data, sellers can evaluate performance 
Iin dthicea fitrosrts c aricrkoest ss evasroion uasft cear timegpolermieesn, tfinrogm th jee sweervlricye a, nthde  client 
saTwh:is case study highlights how our Coupang Product Price Scraping clSoetrhviicneg r etvoo lcuutiosntoizmed  ha ocmlieent 'ds emcaorrk.e tT raancaklyisnisg a rnedv piericwinsg,  opprtoimdiuzactti on 
•im3Ins a2t%trrag oitedgsuy,Cmomppr.aoc anrivtsBoeiynom  dnd epprliocyein ga dajduvsatnmceedn tesc allow th m t  r fine their Crietenrita in user engaLgowe mPerefonrmt ihndgnu Sireqillneurges  sli,v ew em aetmchpeTooswp Peerrfeordm intgh See llecrslient 
•aT2Inpwhe8 %pitthr  oioC nduocanrycre C allem'hasas teacd nhiynedn dua  imesinnenritsc rir geeohtqdetsusni tciinkoe-tnco  oc rtamohtmee secproecmet piteilatvinteidv seac dadpvyena,a nmtsaitcagsy eionsfg  S soucuoctmhh p Kaeostrie tiav'es  
•o2repl1eq%tauid migrinerPiosgrziw c eientig-dhn cF sloeittxnmaiib tinalmiltvtey eesrrv caioesg irebp  ileulaisnttyfeho rr adminne.tpcoo esdmitLs aivmriitkesedut aplsr.icing trends anDdyn amciconsumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaProduct Descriptions atemdinBa ues howsicser com pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns delivered robust market intellig
SeEOn-Ocptimizetores across major Indian metropoeli,t aenn
d
 aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot Review Management Manual Automated  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigailSeiazsle.sd G roCwothupang Product Data S2c5r%aping Solutions scraping6 0%t+ools, the 
cTlient gained the strategic edge necessary to excel within Coupang's fast-
Tehv
h
eo
e
 clv
 
liien
Cgl imeanrktetplace.
Web scranpti nsgtr uingvgollevde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
aDuoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
cor
aevtean uines ilegahktasg er edvueea lt op asuttberns that may otherwise go 
unllnecott cicustdom—elri kreev ihewows f rformeq Fo
oopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to prouveidnet ldye ttaoilped s tinosrigehst su ipndtoa qteui cink-vcoemnmtoerryce  
Bomyr  ashrcokreawtp  idncygun saremtvoiicmesw easn,r  dria nettnineagbrsal,e c aptnriedoc nfise ece dhpbraiacncekg  oefprsoti mma fizctauetsrito ocnm eaercrtrsao,s inbs u thsienier sdsievse rcsaen  
gpagrironom cienorsyti gicohatntsas loi.n gSt.oe lvlaerriosu ws haosp elecvtse oraf gthee itrh seesrvei cle, airnncliundginsg  afdooadp tq uality, 
dfaelsivery times, and customThete crl ietont  crehvaonlugtiionngiz ecdo
e
 n
rd sthei
attiisir aopn
fac
psro 
taionn.achd  tco rperaictineg s sttrroatneggey ra ncdu sintvoemnteorry  
Ienmnstagenaaadg eomf eenrent ltyb.i nyAg s im ocpnol emmpeanentutinaitgli  odanad tviana ncccroeldlae scGteiroson,c ,e croyFo noPtdriinhcueub o DuRaset av ieSwcsra pDinagta  
Cotobellscehecntriovolnoag ttiiheorsno. u tgThh rissoc urargephsinu gslt teardlul ocwitnsu  rfroeerdm r eadarakl-atbiamlsee  taimsc cpberseosvc etoom ean eltassr  gtehin ev  omluamrkee ot f 
foresnpodnastivioenne sfos,r p lroofintg margins, and substantial revenue growth.strCulciteunretd  Sduatcac, ewshsic hS tiso- etresysremnt isaul fcocr emsask iangn din fmormaerkde dte cleisaiodnes.rship.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"SOturr epnregviotuhs eanppinrogac hC tuo sgtaothmeriengr  cUricnkdete srtasttisaticns dreinliegd  on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cTUliehnnrdt’ose urDsgirtehact noSrd eoifnn Pgtro iWmduecetb nD tSev cIenrloasppmigiennhgt.t  s"FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
saItnisftarcotidonu. ction
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuy.c tBiyo ndeploying advanced techniques, we empowered the client 
•TInwh ietth oC duoanyr
roev eCment in user engagement during live matches
28% increm'asas t
allen es
ecd hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
Cstsurpasettceoigamileizse.dr  Csoeunptainmg ePnrotd iusc ta D dateafi Sncrinapgin fga Scotlourti oins  dscertaeprinmg intionogls , the 
pTcrloihedneut  cCgtal iinseeundc tcthees sst.r aBteugsicin eedsgsee nse ctehsasatr ye fftoe ecxtcivele wlyit hdine cCooudpea nbgu'sy feasrt -
Tehveo clvliienngt  mstarurkgegtlpeldace.Weemb osctriaopninsg c ianvno lfiven swe ei-ttxhut rmnacaeti innqtgau ilnaailrnigtgey  c,ao mpmropeuesntiettsinv oetfa  pdtriaioctiann g,f r aoamcnrd ows se bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeional pricmessaging for better aligvniemwse Snctr
ianpge rp ias tdteersnigs.n eTdh ey al with expectattioo nhesl
so suff
.p  Mbuosdin
e
ee
r
rs
e
ns
de s 
corellveecnt uceu stleoamkearg ree vdieuwe 
 
s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
aconmaplyrethiceansl ivtoe oslosl uttoio nS ctor approev iEdets dye tParioled uincsti gahntsd i nSteo llqeuric Dk-acotmasmeetr ce 
Bpmy rasorcvkreaidtp iedny gan ar ecmvoiicemsw apsn,r dera hetnienangbsl,ei v apenred vc fiiseeew dpb roiaccfek  h ofporotwimm  ibzcautsyitoeonmr asec rprso,es bsr cutehsieinviere sds ievse rcsaen  
gpagirrnoo cdienursyci gcthastt sab loiangst.oe dv aorinou rse vasiepewcsts,  cofo mthemir esnetrsvi,c ea,n idn crluedpinega tf ood quality, 
dpeluiveTher c
rhy atismescliente r eb
, eahnd cvoluatiov
uiostro.mer satisfaction.nized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
CUtoelslceihncntgioo lnotg htiehersso.e u gTihnh issic grarheptsisnug,lt  eadrll toiwisnas  nfroserm creaaarnkl-a tdbimliese t iainmcgcpeursoisvs ehtom  beaen lttaswr gein ev noml uamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
sptrCoulcsiteiutnrievtde  Sd uantcadc, e wnshesic ghSa tisto ievrsyes esnetinalt fiomr emnatksin ga nindfo rcmaetde gdeocriiszioen st.hem by 
product type or season. Sentiment analysis helps sellers 
 
uncover what drives satisfaction—whether it’s 
craftsmanship, price fairness, or timely delivery.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platfoSernmtimse nta Mnedtr icthe rise oPofs itiEveS (P%)Ncricinfo DaNteau traSl c(%r)aping by coNemgaptiveet (i%to) rs 
threatened their market standing and ability to respond to shifting user 
Product Quality 80 15 5
preferences.
Delivery Experience 70 20 10
"Our previous approach to gathering cricket statistics relied on manual 
updaPtreicsin g aSantisdfa ctiboansic APIs, whi6c5h became increasi2n5gly inefficient," sa10ys the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
OTuhr ep riendticetgiorna tailogonr iothfm asu atolsmo afatieledd  rteo vrieeflwec at npalalyyesri sfo hrme,l prse sulting in 
inconsistent user experiences accurately.“
eliminate guesswork. It also supports better 
Acdopmtinmg uMnoibcilaet Aiopnp  Stchrraopiung hS etravicloesr etrda nrsefosrpmoends ethse itrh aopt erreatsionsa. tWe ith 
acwcietshs  ctuos troemal-etimrse’,  toancceu raanted  cmoantcche rdnast.a ,B yth meya pcpraifntegd  emdaotat-idorinvsen  
sttroa taegciteiso ntsh,a ts eilmleprrso vcead tsatisfaction. n c
hoeinr ticnoumopuestiltyiv ee veodlvgee  tahnedi r booffosetreidn guss er 
wInhtilreo rdeutacitnioinng authenticity.
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping TSheirsvi ceem reovtoilountioanl izinedte al licglient'cse m naorkte to nanlyal ynsuisr taundre psr icbinrag nodpt itmruizsatt ion 
•3Ibns2ut%trrta  oitamedglpsuyro.oc  vtBteiyrom andenensptf loinyr iumnsges r a cedanvgsaanugcaeelmd b etunetyc hdenrisqu ienst, ow leo negm-ptoewrmere d the client 
•T
uring live matches
2Icnwh8u e%itsth otC oduoamnyrm'eesa  rCtscd.hy eaAndla l meintn increase in userisrc oir gesenhtqetgusn i tciinko-tncon o rntamhetmeec sectrioocmen p eblateintitdvwsec eadepyenn,a  dmsaitcatsay io nafg nS odcu otmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaitform.empathy becomes astye  rc doinemtpoo psemittsaitrkiveet  aprdicvinagn tatrgened sin  atnhde  consumer 
•1pS8ret%fe rerehandmad
nucmcetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery cOhauirn  cwusitathod mle3iinz0 em+idn  aosgrnokll iueSnteitpo nolsa trdocreel i.svM earaecdrno sraso bgmuesatmj omr eaIrnnkdetita  nain ntmedlelit greonpcoeli,t aenn aabrleinags  
lPecvleieernaftgsoe drto m Rdaeriavnle-T cidmeae ta O-Gbparoctckieemrdy  ipzrPiarciictneig o dMneocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tevolving marketplace.Wehbe  scclrieanpti nsgtr uingvgollevde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into quick-commerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
pEreffifecreiencnets .store management determines how well artisans 
maintain consistency and productivity. Through Etsy API 
"SOucrr appreinvigo ufso ra pSptrooraech a tnod  gParthiceirningg  Incrsicikgeht tsst,a stiestlilcesr sre cliaedn  ogna imn anual 
updates and basic APIs, which became increasingly inefficient," says the 
cUoliepnnedt’rsea rDtisiortenacatnolr d toriafn nPgrso pWduaecrteb Dn Secvyce rlboapypm iidennegtn.  t"FiBfoyo itndhgeh  tauimrbee a Rwse et vhuiapedtw antsede pdl ayer 
paeurfotormaancteio mne—trwicsh, emthatechr eist ’ws eurep dofatetinn ogv elirs, tlienagdisn,g  ttroa cuskeinr gfru pstrriacteiosn,. 
Oourr  apnreadliyctzioinn ga lsgtooricthkm les vaelslos . fAaidledd ittioo nreafllelyc,t  apulatyoemr faotrmed,  rseysusltteinmg sin  
inconsistent user experiences accurately.“
help to Extract Etsy Listings for Competitive Analysis, 
Aednopstuinrgin Mgo bsielel lAeprps  Srcerampianign S aerwviaceres  torafn esfvoormlveidn gth meira rokpetra ttrioennsd. sW ith 
aaccnedss c otom preeatli-ttoimre p, earcfocurrmatae ncmea.tch data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
sa
TI
tnisftahe r
c
ino
ti
cd
on.
luuscitoino nof 
InW tehbe Sficrsrta cpriinckge Et tsseya sPorno dafutcetr iDmaptlae mfoern tEin-Cg otmhem serrvciece I,n tshieg hcltisent 
saTwh:is case study highlights how our Coupang Product Price Scraping  sSiemrvpicleifi revso lluatriogneiz-esdc al ecl idenatt'sa  mcaorlkletc atinoanly,s irse adnudc pinricgi nmg aopntuimailz ation 
Operational Impact Manual Approach Automated Approach
•3iIns2t%trera oirtmevdgpeuyrn.oc vttBieiyom nde.en pSt leoinyl liuensgre sra  ecdnavganan gcmeemda entneatc ghdneuir qicnuage tslai,v lewo emg  aeutmcphpdeoaswteresd,  athnea lcylizeent  
•T2rInewhe8 %aitthlP Core C allen es o-ir notdudciaumnrcyetm 'Uaespas d teasctd eahi ynFelrn eeduqau smeie nnacriscy cir gethtqievtusni tciiynko-t,nco  oa rtamnhtmeed s eceMrocnomenht phlayelantintcidvese c padrpyienc,a imnsgitca ssy tionrfga S tRoeecuaoglt-Tmhiime peKseo trietiav'es  
•2rel1eq%aud igrinerosgw  eti-hncsimultane s
oitnmoau na
m
svt 
e
le
r
yrv
caie. sg
 iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
preferOerdnecr ePrsoc. esTsinhgi Tsi mce ase stu High Reduced by 45%•18% r duction in data latencdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osolPrice Adjustment Responnseli
unteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPircin
Dge laydedice Meocnisitioornins,g  swsoifltulyti a
Ins
ondsa pftr ot
tant
mo  muasr ketot  
trcahnasnfogrems,  and significantly enhance their profit margins. LeveragingInventory Styhnechiro nbizautisoniness intelligencIerr egcualapr abilities and markeCto nptinousoiutsion oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveo clvliienngt  mstarurkgegtlplace.WBeyb  ascuratopimnga itnivnogl
evd e
 
ds
w eitxht rmata wac
atioi
nntga inrkflloa
irngge ws 
caommopetitive p, selulentrss  ocf ad
raictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Fti
n achieve faster 
ofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
cuorelplvedecnta ucteu sstl,eo amimkearpg rere ovdvieuewed s  tforo pmseu rbFaoootpidtoihmnuabl, l  apc rpliacoirpniugtly as,r  tfaroanoteddg  dieensli.vh eTarhyne pcyle andtfeo esrdmtoe.d r ea  
pcoemrfporermheansnivcee .s oMluatinonu atol  pprroovcidees sdeesta itlheda tin psirgehvtsi oinutsol yq urieckq-cuoimremde rce 
Bhmyo asurckrreastp  iodnyfg n rareempviieceswt iastn,i vdrea et niwnagboslr,e k ap nrnedoc fiwseeegrocery catalog.  
 hdpbariacpcepk  oefprnoti mmw izcitauhtsiitononm  maecrrisno,s ubst utehssien,ier  gsdsiievvsei nrcsgaen   
gaarint insights into various aspects of their service, including food quality, deliviesray ntism tehs,e a nadb ciluisttyo mtoe rr seaaticstfa icntisotna. ntly to consumer behavior. 
UThltei mcliaetnet lrye,v oslturteioanmizeldin tehdei rm apapnraoagcehm toe pnrtic einmg pstorawtegrys  asnedl lienvresn ttor y 
Inmmstaaenainadgt eaomifn e nraetc lycbinyug r iamocpnyl e, mmceoanntusinaigls  tdeaadntvaca yn,cc oealdlne cdGt iroconoc,em ryFpo eoPdrtihictueivb  eDnRaetavs iesSw csra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinulted in remarkable improvements in market arecsrpoosnss ivtehnee spsl,a ptrfoofirt ma.
g allows for real-time access to a large volume of 
rgins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"AOunrt picreivpioaust ianpgpr oFaucht utor ega tThreering dcsric akent dst aMtisaticrsk reltie d on manual 
uMpdoatvees mande nbatssic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
strategies that improved their competitive edge and boosted user 
saItnisftarcotidonu. ction
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyo ndeploying advanced techniques, we empowered the client 
•TInwh ietth oC duoanyrm'esa  C
meanltl einn useesr engagement during live matches
28% increastecd hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
Isntsr patethceeiga ilehizsae.dn dComupaadneg Percooduncot mDayta,  pScrreadpincgt iSnoglu ftuiotnus rsec rpapriondg uctoto alsn, dt he 
pcTrliihceinent  Cg altiirneendn tdthse  csatrnat edgeict erdmgei nec ewshsaertyh teo re xac ebl uwsitihnien sCso utpharnivg'ess f aostr- 
fTaehdveo eclvWeb scsliie.n ngAt  dmstvaraurkgneraping invgoctlpllevdace sw e ai.etnxhta rmalycatiininctga ilnla itrngogeo  claosmm lopikueentit tsEiv otesf  pydr aiPctiarno gfdr oaumccr otws sea bnthsdiot euss ainnd asn  
aRuofte ovmSiKeaUtwesd  D amnaadtn ani deEer.xn Fttiorfyoaidnchgtuo brr e Rhgeieovlniepaw l se pSrlcilcerianrpsge  ripd iase tdnteetrsinfigsy.n  eTdah retolyy  h asellispgo nb usssu oiffnfee rsesde s 
corellveecnt ue leakage duchangcuinstgom perre rfeevrieew
e s tforo msu bFooopdtihmuabl,  ap rpicoipnugnces and adap l
 asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detati ltehde iinrs ipgrhotsd iunctot  qliuniceks-c ommerce 
Bamyc ascrckoreartpd idninygng arlemyv.ii ceCsw oasmn, drba etininaegbsdl,e   awpnriedtc hfise eRe depbraiaclc-eTk  oifmprotiemm  iEzcatustsiytoon mA aePcrIrs o,fs obsr ut hsPienrioer sdsiuevsec rtcs aen  
gIagnirnos cigienrhsyit gcsha,t tsa leoinlglt.eo rsva criaouns  aacscpecsts loivf eth meire tsreircvsic ea, bionculut dtirnegn fdooindg q uality, 
dcealivteergy otirmieess,  aanndd customer satisfaction.The client revolutio aniuzeddie tnhecier  aepnpgroaagche mto epnritc.ing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
CTtoehllcehcn tviooalnolg utihers o.o ufgT hEh itsssc yrar epPsirnuiglct eadl l Torwians c fkroeirnm rgea arakl-antbimdle e T raiemcncpedrso svA etnom aealn yltassri gsei nl iv eomslu aminrke ei tot sf 
arebsipliotnys itvoen reesvs,e parol fiet mmarrgginins,g a nodp spuobsrttaunntiatli revenue growth.strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making infoersm bede fdoerceis iconosm. petitors 
react. Automated prediction models evaluate thousands of 
  listings to determine which colors, materials, or product 
types will gain popularity next season.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platfoTrrmensd  Preadnicdtio n tAhspee ct rise of ESPWNitchroiuct iAnuftom atiDoan ta Scraping bWyith  Acuotomaptieontitors 
threatened their market standing and ability to respond to shifting user 
preferPernicec Feosre.cast Accuracy 55% 90%
"OuPrro dpucrte Dvevieoloupsm enat pLepardo Tiamceh to gatherin3 gm oncthrsicket statistics relied1  moonnt hmanual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’seT rerDnsdir Atedacotpnotiordn  Roiafnt ePgro Wduectb D SevcerloappmiSenlonwgt.  "FBoyo tdheh tuimbe  Rwee vuipedwRaaptseidd player 
performance metrics, matches were often over, leading to user frustration. 
Stock Planning Accuracy 50% 88%
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
ATdhopisti nfgo rMeocbailes tAinppg  Sccarappainbgi lSietyrv iecensa tbralenssf osremleledr sth teoir  mopaekreat ions. With 
aicncfeossrm teo d rdeaelc-timsieo,n sa,c cmuraantea gmea rtcehs oduartcae, st hweiys eclyra,f taend d dtaimta-edr iven 
sntreatweg pierso dthuactt  liamupnrocvheed s tpheirrf eccotmlyp.e Ptirteivde icetdivge  aannadl ybtiocoss tnedo t user 
soaItnislftyar ciotmidonpu.rcotvieosn creative direction but also provides the 
Ina gthileit yfi rnste ecrdicekde ti ns etaosdoany a’fst eerv iomlvpilnemg ehnatinndgm thaed see rcvoicme,m theerc celi ent 
slaTwhn:ids sccaaspe es.t uSdeyl lehrigsh bligehctso mhoew m oourr eC pouropaancgt ivPero dauncdt  Pcroicnefi dScernapti ning  
Service revolutionized a client's market analysis and pricing optimization 
a
•3Ins
d
2t%trra o
p
itmed
tgipu
nyr.oc
g vtB
 
ei
tyoom nd
 changing con
eenpt loiny iunsge ra ednvgaangc
seumer desires, ensuring steady 
TIhne eCgore C em
d etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•2bInw8u %istth ioin nduceanrysem'assas  tgecd irhiynnoean wdglal mtei nhMnisc.i guehqtlsuser reteusnti tciink-o-tSnco o ortamhutmeer secroceme  pDelataintidtvseac a dfpyoen,ar m sSitcamsy ionafg Sr otcueotmhr  pKeotrietiav'es  
•2rDel1eq%eaud icgrineriosgw  eitio-hnc snoitnmas namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveo clvliienngt  mstarurkgegtlplace.Web scraping involevde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into quick-commerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
pSreufecrceencsess .in e-commerce depends on combining insights 
"fOruorm p rdevivioeurss eap dparotaac hs otou rgcaetsh.e rUinsgi ncgri cmkeot dsetartnis teicxst rraelcietdio onn  tomoalnsu al 
uapldlaotwess  asnedl lebarsi ct oA PcIes,n wtrhaiclhiz ebe acanmde c ionmcrepaasirneg lmy ianrekffiectiepnlat,"c es ays the 
cUpliennrdtf’ose rrDmsirteaacntnocred o imfn Pgero tWrdiucecstb  fD rSeovmcerlo adppmiffienenrgte.  n"FBtoy co tdhaeh ntuinmbee l sRw.e eT veuicpehdwantiseqdu pelasy er 
pseurfcohrm aansc Ee tmsyet rPicrso,d muacttc hDesa twae rSec orfatepni nogve fro, rle aMdainrgk etot  uRseers efrausrctrhat ion. 
Our prediction algorithms also failed to reflect player form, resulting in 
inmcoankseis tietn et uasseire erx tpoe rcieonrcrees laactceu rparteiclyi.n“g patterns, product 
popularity, and consumer engagement rates.
Adopting Mobile App Scraping Services transformed their operations. With 
aWcchesesn  tcoo mrebali-ntieme, accurate match data, they crafted data-driven strategies that imdp rwovietdh  Athpepir  Dcaotmap Setcitriavep inegdg Se eravnidc ebso, otshteisd  user 
satpInis
pfarcotaiocnh.  provides a complete picture of performance, troduction
allowing sellers to cross-validate their marketplace and 
Inm tohbei lfier sdta ctraicket season after implementing the service, the client 
saTwh:is case stu
 dfoy r huignhilfiigehdts  shtorawt eoguric  Cpoluapnangin gPr.o Cdurcots sP-rciche aSncnraepl ing 
vSiseribviicleit yre veomluptionwizedrs a d celiecnist'iso mn-amrkeatk aenrasl ytsois  iadnedn ptirficyin hgi dopdteimni zation 
stratDeatga yIn. teBgryati odn eAprelaoying advanBecfoered Implementation•3gIn2a%tpr osim dapunrocdvt eiompnepnot irnt usneirt iensg afgoerm i metneptc hrdonuivrqineuges, we emp
Aoftwer eImrpelementationm lieven mt.atches d the client 
•TInwh ie28%tth  oCi nduoanyrm'esa  Ctcd allen escrease hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy of South Korea's Data Acc ssibility Fragmented inCgen tracliozemd petitive 
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fe Drreecdinsiuocnce Rtseis.op noTn shinei Ts dim aectaas ela tsetnucdyy- r elxaatemDdelia nuyeesdse r hcoowm pal alienatsding groIncsetarnyt  delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
clieMntuslti -Ptlaotf ordmr iAvnalyticsleveraged Reale-T idmaeta -Gbacked prici
Lnimgit eddecisions, swiftly aCodmappreth entosiv erocery Price Monitoring solutions from muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon our 
s Sales Campaign RO
ing 
strpaetceigaileizse.d Coupa
I ng Product Data S3c5r%aping Solutions scraping65 %tools, the 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveo clvliienngt  mstarurkgegtlpelda ce.Web scraping involvesw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
aBuofty o mSinKaUtteesd g armnaadtn innideger .n mFtiofuyoildnthigpu blre eR gdeiovanietawl ss pSorciucriarnpcgee rsp i,as  tsdteerlsnliegs.nr seT dhr etoyd  huaecllspeo  b ussuiffneersesde s 
ciornellvceecontn ucseui stlteoeamkneacrg iree svdi euawen sd tfo ruo msnu cbFooovpdteihmru arble,  alpa rpticoiiopnnugl sashr tfiropaotsed g bdieeslti.vw eTerhyee pynl a ntfeoerdme.d  a 
ccoumstporemheenrs iavec tsivolutmarket dynamics aintdy
io, np to p enarbiclein
rogv iaded jduestatmileed ninsights into quick-commerce 
By scraping reviews, ratings,  apnrecise price opti
tmsi,z aatniodn  ascarloesss  tghreoirw dtivhe.r se 
gSagiruno cihenr syci gochanttsas loinlgit.do avtaerdio uisn taeslplieg
d
ce
 fe
tsn oc
e
fe
db
  ts
atcrke fnrom cheir segrtvhice
unstsomers, businesses can e, in cbluodtihn gm foaordk eqtuinalgit y, 
daelnivde riyn tvimeenst,o arnyd  sctursatotmegeri esast.i sSfaecltlieonrs.  who operate with a 
hThoeli sctliiecn tp reervsoplueticotniivzeed  ctahenir  aadpaprpota cmh otor ep reicffinegc sttirvaetelygy t oan sdh iinfvtienngto ry 
Inmstanagemenmaearkd etopf lare
t lybinyg  implce dynoan 
emmeanntuing admics, aeln sduat
vaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinag 
technolog ring steady impr
ta 
Collection tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom
o
 e
v
an
e
 lt
m
asr 
e
gein
n
 v 
tm aanrkde olume ot f 
hreisgphoensri vpernoefisst,a pbroilfiitty m. argins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"Our previous approach to gathering cricket statistics relied on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
OuHr oprwed icMtionb aillgeor iAthmpsp  aSlsoc rfailpedi ntog  rCeflaecnt pHlaeyelpr  foYromu, r?esulting in 
inconsistent user experiences accurately.“
AdMopotidnge rMno beil-ec Aopmp mScerarpcieng b Srearnvidcess  btreannsefofirtm iemd mtheenirs eolpye rwathioenns.  With 
accaenssa lytoti crse atol-toimlse ,c oamccpulreatme emnat tAchu todamtaa, tethde yE tscyra fDteadt ad ata-driven 
strEatxetgrieasc titohnat  foimr pEr-oCveodm mtheeirr cec.o mWpee tsituivpe poedrtg er eaanl-dt imboeo satcedc esusse r 
saIttniosft acrcoutisdontuo. cmteior nengagement metrics, trending product 
In dtheet afiirls,t  acrnicdk ecta steagsoorny -alfetveer li mppelrefmoremntaingc eth ae nsaelryvticices, .the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
InsHttrreaotredg’uys.c  htBiyoo wnde iptl •32% im ocya  benefit you:The Coprroev eCmeanltl einn 
iunsgee
 a
sr e
dnvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•2Inw8 %itth oi nducanryem'asas tecd hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1e•q%aud iTgrineroasgw  cetik-hnc solitnimav namevt  eeprrvcraieisgc iebpi nilulaigsttyfe o rar dmnined.tpo o ssemitasasrkoent alp roicffinegr s.trends and consumer 
•1p8r•e%fe Arrendnuacceltysi.oz neT  hincis ud ascttaaos ela tseOur me
tnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
chain cwusittho m3iz0e+d  osnolliunteio n 
rd realitvienregs and purchase preferences.stores acdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lec•vlieernIadtgsee dnto t iRdfyeria vtle-oT ipdm-aepta e-Gbrfaroocckremerdyi  npgrPirc ilicinesg t indMegocnsisi tioonrnisnst,g a snwstoilflytul.yti oandsa pftr otmo  muasr ketot  
trca•hnasnEfognremhs,a  tanhncedier   svbiguinsiifinbceialsinst tyliyn  ttehenlrlihogauenngccehe  trcheaeapiral -bptirilmoitfiiets  mdaaanrdtga inm ssa.y rLkneecvt. epraogsiitnigon oinugr  
sts•rpaetcePigarieleizdse.idc tC ocuaptaenggo Prroyd gucrto Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic ed
wget hne bceesfsoarrye  tpo eeaxcke ls weiathsion nCso.upang's fast-
Te•volSvitnrge nmgatrkheetpnla mcea. rketing campaigns with verified Wehbe  scac
lriena
npti nsgtr uingvgollevd walytics. es e
itxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
coCmopmrebheinnsinivge  msoloubtioilne  tion spirgovhidtse  wdeittahil emd ainrskigehttpsl aincteo  qduaictka- ceonmsmuerreces  
Bmy asrckreatp idnygn aremviicesw asn, dra etninable precise pricecross-channel consgiss,t eanndc yfe eadnbda cpk
  ofprotimm izcautrecisions
itoonm aecrrso,s bs uth. Integratsi
enier sdsievse rcsing Etsya
e 
grocery catalo  
n 
gain insights ingt.o various aspects of their service, including food quality, 
delPivreoryd utimcte sD, aantda  cSucstroampeinr sga tfiosfra cMtioanr.ket Research in this 
Thaep cplireonat crehv ohluetliponsi zcerde athteeir  uanppifiroeadch b tuos pinriecisnsg  isntrtaetellgigy eanndc ein avenndto ry 
Inmstsaemnaadag erotmef ernr eet l-ybcinyog m imompnl eemmrceaenn tusinatglr  adataedtvgaa ineccsoe.ldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"Our previous approach to gathering cricket statistics relied on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Conclusion
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
strDatieggiiteasl  ttrhaant sfimorpmrovaetdio nth heiar s cmomapdeeti tmivea rkeedgtpe laacned abnoaolsytetidc su ser 
saIitnnisdftaricsotpidoenun. cstaibolne. With Automated Etsy Data Extraction for E-
Commerce, sellers can turn scattered marketplace data 
In the first cricket season after implementing the service, the client 
saTiwnh:itso  caacseti osntuadbyl eh iignhtleiglhlitgs ehnocwe ,o sutr reCaoumpalinngi nPgr owduocrtk flProicwe sS acrnadpi ng 
Simervpicroe vreinvogl ubtiroanized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt lo
nydin gp osin usera ed
ivtaioninngangceemd 
gt  across digital ecosystemsenetc hdnuirqinuge sli,v ew em aetmchpeoswered the c
.lient 
•TInwh ietth oC duoanyrm'e C alle28% increasas tecd hiynen dua sminnerisc es ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1Teq%ahud eigrine roesgw  ffieti-hnc soiitnema namvtc eeyrrv caioesg fiebp  ailulaiusttyfeto ror dmine.tpoao tsemitdsa rakneta lpyrtiiccinsg t htrreonudgs h aEntds yc oAnPsuI mer 
•1p8rSe%cfe rrraedpnucincetsgi.o nfTo hinris dS acttaoas rela t seatnuncdyy-  rPerlxaiactemindi ngues sIen r hscoiogwmh patls a lienbatrsdinings g rocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelligence, enablingtransparency, scalability, and h etropolitan areas 
 
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMe
igcihs er profit predictability onitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcfahonarsn faogrermtsi, s tahnnedisr   sabigunsdiifin cesasmns taliynl tle-esnllcihgaenlnecce es  techlaelpeira rbpsir.loi tCfiietos  nmatanardgc itnm sa. rLkeevt epraogsiitnigon oinugr  
stsMrpaeotcebigaiilleizse .Ad pCpou Spacnrga pPriondgu ctto Ddaatay  Sacnradp inegn Shoaluntcioen sy socurarp ein-gc otmoomls, ertchee  
Tcinlihetnetl  lCgevolvinigg
aliieneenndc  markte
th
e 
e
tjo
 sutraplacren
tegic edge necessary to excel within Coupang's fast-
The client struggled wi.
ey.
Web scraping involves etxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into quick-commerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
Source:
  https://www.mobileappscraping.com/automated-etsy-data-extractio
n-for-e-commerce.php
Understanding Web Scraping Foodhub Reviews
InIntrtordoudcutciotnion [email protected]
InT htihse  ccaosem psettuitdiyv e hfiagnhtliagshyt s crhicokwe t omura rCkeotu, pagnagin inPgro dinuscitg hPtsri cien toS cpralapyinegr  
pSeerfrovrimcea nrecveo aluntdio nmizaetcdh a d cyhlnietantmtp'iscs sm: /ias/wr kcerwut cwaian.la mflyosro isibn aifolnerdma peprdipc disnegc irosaipotpnim-imnizagakt.iicnogno  
asntdr asteugsyta. inIntroductB
eyd  dgerpolowytihn.g  Tahdimsv ac/nacseed  stteucdhyn ieqxupelso,r ewse  heomw pao wleion eareddin gth efa ncltiaesnyt  crwicitkhe tu pnlmataftocrhme,d w iintshi gohver 2 million active users, utilized our ESPNcricinfo 
DIna tato dSacyra'sp indgy nsaomluic q
tusi cin+k-tco1o t mhe cotions to enh4ma2ne4crec m e2 peb2ulat6isint4idv6sec dyness6a p4inen,at micellsitgasy ionfg S ocuth Koence anodm pmeatriertkiav'es lead et 
 
preoqsuitiir
ing e-com
oens. instan
mt ervcies ibpillaittyfo rmin.to market pricing trends and consumer 
preferences. This case study examines how a leading grocery delivery 
cOhauirn  cusThe cliewnit
tho m3iz0et faced+
d s
  doen
olution
laliyneed  ss
 tdorelivered tatse,s  inaaccrcous
rsobust marketra tme apjloary eIrn dpira
 nin tmelelitgreonpce, enabling 
clients to drive data-back edictions, a
onlidta rne vaerneuaes  
lloesvseersa gferodm  Rpeoaol-rT iumsee r Genrogcae
erdy  prPirciing decisions, swiftly adapt to gementc.e T hMeoyn niteoeridnegd  aso sluotliuotniosn  ftrhoamt  
muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsificantly enhance their profit margins. Leveragi
onffge roeudr  
resaple-tciimaleiz einds Cigohutpsa inn
intoe scsr iicnkteetl limgeantcceh ecsapabilities and market positioning 
strategies. g Product Data Scrap
 ianngd S oallulotwioends  sfcorra paicncgu ratoteo lsp,l aytheer  
vcalliueantti ogna iancerdo stsh eva srtiroauts The Clie eg
toicu rendagme ennetc feosrsmaaryts t.o excel within Coupang's fast-
Tehveo clvliienngt  msta
nrktetplace.
WBeyb  asdcorpaptiinngg r ouinugvrg oalledvdev asw neictxhet drma EcaStiinPntNgac ilnraiicrngigne f coao mAmPopIu eSntcittrsiav opefi n pdgrai cteianc gfhr noaomclro owgsyse ,bt thshioteeu ssc alinnedn ast n  
atuorfta onmSsKfaoUtresmd e amdn adtnh neideirer .nf aFtnioftyoaidnshgyu  cbrr eiRcgekioevnite aswlc so prSirncicrgian pagne rdp  iaus tsdteeerrs neigsn.ng eaTdgh eetomy  heaenlltsp os b trusasutieffngeeirseesde.  s 
cCoTrelhllvieisec nt lucteeu dS s tlueotocam kceasergi sgreens vi fidSiecutaweon srt t fyoroi msup bFroovopedtimhmueabnl, t sap  rpiicnoi pnugl saesr rtfr oaroteedtg edineetslii.ov neT rhyae pnyld a ntfepoelradmtef.od r ma  
pcoromfiptarebhileitnys aivned ,s uolltuimtioante tlyo,  par souvbidseta dnetitaal ilbeodo sint sinig rhetvs einnutoe  gqruoicwkt-hc.ommerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.