Job Trends By Real-Time Job Data Scraping From Computrabajo
                     DReraivl-Tinimge  GSrmocearryt P rCicrei cket 
SMStortanriteoeraginmige Fsol riU nZesipnitnog,g B lPinrkitc, Aindg  
EODSthPeeNrc PcilasrtfiicooirmsHow Real-Tnifmso  eDW aJiottaHo b
h   
DS
w
CaseaCcro aCpapinag Wnge bP rSocraping  tSatu Sdcyr a- pAi nDgu aFl rSodtmurac tet gy 
FFooCr 
od
oPmN
hub Re
riapcvueet rr SacbP
views 
Optimize Yora
rajoopduct Data 
Scraping Us ur
  iFnogo d 
DUenlSicveoervvreyirScraping cs
ine g S7
 
tr8
APIs
a%t eH
 And Web 
giryin?g 
Trends Across Latin 
America?
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 
S
sI
ervice 
tnrattregoyd
reuvocluttiioonnized a client's market analysis and pricing optimization 
•3In2%tr oimdpur.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•TInwh ietth oC duoanyre C allen e28% increm'asas tecd hiynen dua smienrisc ir gehstqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2reAl1eq%caurd igorinersosgsw  e tLi-hnca soitnmai namvt  Aeerrvmcaiesge iebpr ilulaiicsttyfeao r,r  dmijneo.tpobo  smitsarkkeet tsp rhicainvge  terevnodlsv eadn din tcoo nfsausmt-er 
•1pm8re%foe rvreidnucgce tsdi.o ingT hintis ad lac teaasc eloa tsseytnuscdtyye- rmelxasat emwdi nhuesser re hc oouwmn pdal aelirensatstdainngd ginrogc ehryir idnegli very 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  p
lecvl
aieetntteragse rntos  drreivqeu idraes accurate, d Real-Timeta -Gbarocckeerdy  prPirciicnreg ae dle-tciimsioen insightsMonitorins,g  swsoifltulyti oa. ndTradsa pftr otitional mo  muasr ketot  
trscahunarsnvfogeremyss,   tahnendidr  s birguenspiifinocerastnss tl iyno tfeetnlelihgnae nnfcaceei l  ttchoaep irca abpirploittfiiuets r mea antrhdg einm spa. raLkceevet e proaofgs iitnigon oinugr  
sstsrphaeitfcetigainileizgse. dd eComupaanndg  Parcordouscts D iantda uSscrtarpieinsg  aSnoldut iroengs isocnrasp.i nTgh isto oisls , the 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-wevolvrineg R maarkl-eTtipmlacee .Job Data Scraping From Computrabajo 
WTehbe  ctrasnc
lriesa
npti nsgtruform i
ggl
sn vtohl
evde sw eith maintainie recxrtruaicttminge nlatr
n
 g
g comp
lae nadmsocu
entittsivape o
ef  p. d
raictian 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 
cBomy pcreohllencstivine gs omlutaiosns itvoe p, ruovpid-teo d-detatiled j oinbs ipghotss tiintgo sq,u ick-commerce 
Bmyo asrrcgkreatpn idinzygna artemioviincesws a scn, adra net ninvagibssl,ue  apnrliedzc efise ee dpmbriacecerk g ofpirnotigmm  itzcrauetsintoondm sae,c rrtsor,s absc utkhsie nsiera sdlsiaevrsey rcs aen  
gagirno ciery catashifntssi,g hatns 
lo
din
g
 it
.
do evnatriiofyu ss kasilpl egctasp osf  btheefior rsee rcvoicme, pienctliutdoirnsg  dfooo.d   quality, 
delivery times, and customer satisfaction.
TRhe ccrliuenittm reevnoltu tAiopnpiz eSdc trhaepiri nagpp Sroearcvhi ctoe sp reicmingp ostwraeterg rye acnrdu itneversn tory 
Inmsatanenadad g aeonmfa elnryet slytbisny g t iomo ppnl reommceaennstuisna glm  daialdltivaoa nnccsoe ldole fc Gtlirosontc,ie nrgyFo soP dqrihcuueib c DkRalyeta—v ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersovements in market 
retuspronninsigve nuensss,tructu
s to a large volume of 
 profit mreadrg idnsa, taan din stuob satacnttiioanl raebvelenu ien gterolwligthe. nce.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
  From Argentina to Mexico, Computrabajo stands as one of 
the most influential employment platforms, hosting 
thousands of listings daily. Extracting structured 
information from it provides a clear picture of which roles, 
sectors, and locations are driving growth. 
Our client, a well-established fantasy cricket platform with five years in the 
inUdlutismtrya, thealyd , eraernael-dt iam reep duatattaio ne xfotrr aecntgiaognin gre gsahmaeppelasy  haonwd  substantial 
poriplar
zgea potfornmiz
ol
s a
s.
at
 
nio
Howe
dn sth m
vear,k ein cwreasing competition from global fantasy sports e rise of orEkSfPoNrccrieci ndfoe cDisaitoan sS—craepmingp obwy ecroinmgp etitors 
tthhreamte nwedit hth eai rf amcatrukeatl , sctaonmdinpge taintidv ea beildityg eto a rcersopsosn dL atot insh ifting user 
pAremfeererniceas..
Decoding Regional Workforce Dynamics Across 
"LOuart ipnre vTioeurs raiptpororaicehs 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 vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•TInwh28 %ietth oCore C i nducanryem'asas tecdhyea innllen dua smienrisci gehqts reteusni 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 to market Ucnderst
om us to 
trahnasnfogrems,
a annddi nsgig nhifiocwan etlym epnlhoaynmcee tnhte ilra pnrdofistc ampaergsin es.v Loelvveer aagcinrgo sosu  their business intelligence capabilities and market positioningr  
dstsirvpaetcerigsaieleizs eL.da tCionu pAamnge Prriocdaunc t rDeagtaio Sncsra hpiansg Sboeluctoiomnse s cvriatpainl gf orto sotlsr,a ttehge ic 
reTcclihernueti  tCgmaliineenndt t tphela sntrnaitneggic.  Aedcgcee nsesciensgs alriyv eto  deaxcteals weitthsi nf rCoomup amngu'lst ifpaslet- 
Tehvolving marketplace.Wtebre r sictcloriearnpitei nssgt r puingrvogolvlevided swe eistxh tb rmaucastiinntgae islnasirnegges  c aowmmitophuen tdittsiev oeef p pderaicrti anv gfir soaimcbri olwsitsey bt hsiionteutsso a innd asn  
aof SKUs suhtoifmtiantegd  
and identifying r
lmabanonre pr. aFtotoedrhnusb, 
eRgeiovnieal pricin induwsst rSycr agp
ge rp ias tdteersnigs.n eTdh erow to
y  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl 
tshtr,a atengdie sw. oTrhkefyo rnceee ded a 
tcransitio s. When in eg ated with Com
ar pfouotdr adelivery platomprehensive solution to provide detailed insights inbtoa jqou iJcokb-c 
form. 
ommerce 
BAmyv asarckirleatp bidniyglni taryem vIiincesws aisgn, hdra tetsnin,a gtbshl,e i sapn raedpc fipseeer dopbariacccehk  ofeprotnimma bizclauetsistoo nom arecgrrsao,s nbsi uzthsaientiiero sdsnievsse  rtcsoae n  
gagnirnoa cilenyrsyzi gecha trtsea laoinglt-.oti mvaeri ojuosb  apsopescttisn gosf  tahneidr  esevravilcuea, tienc wludhiengr ef ood quality, 
doeplivpeoryr times, and cThe clietuntn rietiveoslu taior
ues tnizm
omueltr isaed thepirl
tyisif apn
a
pg
cti
ro ao
on
cr
.
h c toon ptrricaincgti nstgra.tegy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
CCtoeollcemhcntpioolanong tiiheersos. u cgTahh niss c erarxepasinumglt eiandlle o wijnos  bfro earm vreaaarikll-aatbibmleiel i taiymc cprearsotsvi eotoms  eaan lntasdr g esin pv omltu amrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
swtrCuhlceiteurnreet dc  Seduartcac,i ewnsh sick hSi ltilso  seresystesn dtiaolm foirn maatkei.n gF oinrf oirnmsetda ndecceis,i olonsg.istics and 
technology roles consistently outperform other categories 
 across Mexico, Colombia, and Peru. The speed at which roles 
fill also indicates hiring urgency, offering valuable data for 
decision-making.
Our client, a well-established fantasy cricket platform with five years in the 
industryC,o uhntaryd earned a Lreeadpinug tInadtuisotrny  for e%n gGraogwithn ign  Jogba Limstinegps lay aAvngd. P osstiunbg sDtuarantiotinal 
prize pools. However, increasing competition from global fantasy sports 
platformMse xicaond the rise Toecfh noEloSgyPNcricinfo Dat7a8 % Scraping by c1o9m dapysetitors 
threatened their market standing and ability to respond to shifting user 
prefereCnocloemsb.ia Logistics 65% 22 days
Peru Hospitality 54% 26 days
"Our previous approach to gathering cricket statistics relied on manual 
updates Cahinled basic APIs, wEdhuciactihon became increa41s%ingly inefficient,"20  dsaaysys 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 
inScuocnhsi sstetrnut custeurr eexdp einriesnigcehst sa cecunraatbelley. “companies to design 
tailored recruitment drives, allocate budgets efficiently, 
Aadnodpt ifnogr Mecobaislet  Awppo rSkcfraopricneg  Sdeervmicaesn dtr amnsoforrem eadc ctuhreairt eolpye. rRateioanls-.t imWieth  
adcacetsas  etmo proewal-etirmse r,e carcucuitreatres  tmoa vtcihs uadalitzae,  wthheiyc hc rcaoftuedn trdiaetsa -driven strategies that improved their competitive edge and boosteda rues er 
seaxtispfeacrtiieon.cing employment surges and which sectors may Introduction
face saturation.
In the first cricket season after implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
InSteervgicrea trienvgol utthioensizee da na acllyietnitc's  minatroke wt aonraklyfosirsc aen dp lparnicninign gop timization 
•e3Ins2t%trsrau oitmerdegpuysr.oc  lvtBoeiyonm ngdee-ntpte loinrym iuns gea rda edanvpgaatnagceebmdil eittneytc. h dBnuiurqinsugien sli,ev sew seme aestm cuhpteoislwizeirnedg  the client 
•TInwh ietth oC duoanyrm'esa  C28% increastcdhale iynen dual en esmienrisc ir gehtqetsusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKorea's Cloeamdipngu ter-acobmamjoe-rbcea sped datasets can maintain a competit
eitviteiv e 
•2re1q%u igrerosw tihn sitna navt ervaisgieb ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•a1p8rde%vfe arrnedntucacegtsie.o n Tb hinyis  d aacltaiags elna tisnetngucd yty-h r eelxairat emsdti nuaesffise rn hcogow ms ptarl aalientaetsdginiegs g wroictehr y delivery 
vcOheauriirnfi  cewudsitt hom m3aiz0re+kde  tos noilnliundteioi cnsa tdotoreelrisvs e—arecddror sirvso binmugsat j somtr raoIrnkndegita eninr ,tm edleliatgrteoanp-coielni,t faoennr maabrleinadgs   
tlEeacvllieeearnnatltgsu e adtaco  tqRdiuenriiavsgle-iTt  iidSmoaneata  lm-aGbaroocydckeee rdVlys  ap arPricrciiicranoegt s isdMo eotnchnissietioo  rALninsac,gt  risnows oiAsfltuslmyti  oeEanrdmsia cpaeftr nortm og  imnuasgr k etot  
tchanges, and significantly enhance their profit margins. Leveraging oueMrmanasform their business intelligence capabilities and market positioning
r  
stsrpaeptcerligoakilyeiezsme.td e SCnoetu cpl atnogdr sPsrcoadpucet. Data Scraping Solutions scraping tools, the 
cTlihenet  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 
tSharelaatreyn eddi fftheerier nmtiaarktieot ns taacndroinsgs  acnodu anbtirliitey st oo frteesnpo dnde tteor mshiinftiensg  aunse r 
porregfearnenizceast.ion’s ability to attract and retain top talent. For 
businesses operating regionally, comparative pay analysis is 
"eOsusre pnrteivailo utos  areppmroaaicnh  ctoo mgaptehteirtinivge c arinckde te sqtuatiitsatibcs relied on manual updates and basic APIs, which became increasingly inleeffi. cLieenvte,"r asagyisn gth e 
csUltiernnudtc’set urDrsiertedact nohrdi roiinfn gPgr o dWdautecatb  Dt hSevrceorluoapgpmhie nAngtp.  p"FB oDyo atdhteah  tuSimcber a Rwpeein vugipe dSwaetserdv ipcleayser 
p aerllforwmsa nrceec mrueitreicrss,  manatdch aens awleyrset osf tteon  ionvteer,r pleraedti nsga tloa ruys er frustration. 
Obuern pcrhemdicatirokns  aalgcorroitshsm jso bal stoit lfeaisle ad ntdo  irnedfleucst trpileayse ar cfocrumr,a treesluyl.ting in 
inconsistent user experiences accurately.“
AEdxotprtaincgt eMdo bdilea tAapspe Stcsr arpeinvge Sael rtvhicaest  tcreanrstfaoirnm erod lethse vira roype rations. With 
ascigcensisfi ctao ntrleya la-ticmroe,s sa bccourrdateer sm. Fatocrh  indsattaa,n ctehe, ym acrrakfteetdi ngda ta-driven 
setxraetecguiteis that improved their competitive edge and boosted user saItnisftarcotido
vne. s in Argentina earn 18% more than peers in 
Colombiau,c wtihoinle IT developers in Chile enjoy some of the 
Ihni gthe sfitr satv cericket seasonThis case struadgy eh sigahllaigrhie asf ter imts hinow t hoep lreemgeionnti.n gU nthdee srsetravince, the client saw: ur Coupang Product Pr
dicien gS ctrhapeisneg 
paSeyr vsicea lrevso nluotito noizneldy  ar ecfiliennet's  cmoamrkepte annsaalytsiios na npdl apnricniningg o pbtuimt izaaltsion  
Role Country Average Salary (USD) % Difference
•e3Ins2t%htrra oitmnedgcpuyre.oc svtB eiyeom mndeenpptl loiny iunesgee r a sedanvtgaiansgcfeaemdc tetineotcn hd nutirhqinurgoe suli, gwhe  faemirp roewmeruedn ethrea tciolienn t 
•sTItnwhr aiettht IoTeC  dDugore C allen
ve matches
28% inceanrvyieemel'oaspas et.ercd hiynen dua smienrisc ir gesehtqetusni tcCiinkhoi-tlneco o rtamhtmee secrocme pelatintidvse1,c 9a5d0pyen,a msitcasy ionfg S ocuotmh+3 2pK%eotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8reM%faer krreetidnnguc Ecexetsci.ou tinvTe hinis d actaas ela tseAtrnugecdnytiy-n raelxaatemdi nuesse r hcoowm1 ,p4a5l a0 lienatsding grocery+ 1d8%elivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvliCeeursntaotgmse erdt So u ppRdoerrtiavle-T idmaeta -GbarCocockloeemrdbyi a prPirciicneg  dMeocnisitioorn9i0ns0,g  swsoifltulyti oandsa pftr otmo+ 3 %muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
speFicnaianclei zAenadly sCtstrategies. oupang Produ
Pecrtu Data Scraping So1,l3u00tions scraping to-1o0l%s, the 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-evolving marketplace.
WTehbe  scclrieanpti struggled with maintaining competitive pricing across thousands 
aOuoftr ogmSaKanUteiszd a
ntgi oinnvso lcveasn e xtracting large amounts o amnd identifyinthg erne gcionrarle lparticein pg apya tttr
f dadta from websites in an erns. sT wheiyth  aslskoi lls uffered 
csorehllveoecrntt ucaeug steleos,
a ncnoesr.t  Foofodhuamkearg ree vdieuwe sl tifovro i
bn Remsug bF, 
vaienwdsooopdtihmua 
 rSoclreap aerv is designed to help businesses bl,  ap rpicoipnugal aisrl tafroabotiedlgi dtieye.sl i.vT eThrhyise py hl anetfeloperdmse .Hd  Ra 
tceoammprse hteon sivtreu scotlutrioen l otoc aptroiovind-es pdetcailfiecd pinasiyg hmts oindteo lsq uaicnkd-c ommerce 
Bsmyt raserckrneagtp itdnhygne arnem veiicemsw aspn, ldora yetnienargb sbl,e r apanrnedcd fisienee gdpb.r iacAceks  o fspraotimmla irzcyaut sittoronem anecdrrsos,s  bse uvthsoienlievr sedsi evse rcsaen  
gragairnop ciiednrslyi gc,h aattsau lotinogt.mo avatreiodu se xatsrpaecttsi oonf  ethnesiru srersv itche,a tin dclaudtain gr efmooad inqusa lity, 
dteilmiverly t,i mr eds,u acnidn cgu sdtoempern sdaetisnfaccet ion. outdated surveys.
The client revolutionized their approach to pricing strategy and inventory 
InWmstahenaeadng  eeomfn ernrietc lhybienygd  i mwopnitl ehmm Ceannotuminaglp  udatadrtvaa bnccaoejlodle -cdGtieroornci,ev reyFod oP idrnihcsueib g DhRatetsav, i esSwcasrla aprDiynag ta  
Catoenllceahclntyiooslnoisg ti hebrseo. ucgoThhm issce rsare pasinuglt  eiandldl oiwisnsp  efroenrm sreaaarbkl-altebim lede e aicmcicspeirososnv et-omm eaan lktasir ngegin  v tomluoamlr kee ot f 
rhesapo naslilveness, profit margins, and substantial revenue growth.strCulciteunretd o Sdwuatsca c,c ewoshmsic phS atison eriseysse nttoia ol fport imaikzieng p inafyor msterda dtecgisieiosn sa.nd 
attract qualified professionals across Latin America 
 effectively.
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 
pUrenfedreencress.tanding Skill Evolution Shaping 
"WOuro rpkrefvioursc eap pCroamch ptoe tgiattihvereinng ecsricsket 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 vtBeiyom ndeenploying advanced techniques, we empowered the client 
•TInwh ietth oC duoanyrm'esa  Ctcdhyeandl
tl in usea meinnisci gehqts
r engagement during live matches
28% increase in user reteusni 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  
Astsrp aegtceliogaibleizsae.ld i Cnoduupsatnrgi ePsro deuvcot lDvaet,a  LSacrtainpi nAgm Soelurticioan sf ascreapsi nag  cotonotlsi,n uthoeu s 
trcTalihnenestf  oCgarlmiineeandt titohen  sotrfa tsekgiilcl  eredgqeu nireecmesseanryt st.o  Iedxecenlt wifiythining C wouhpant g's fast-
eTemhveop cllvloing Web scrieaynpeti mnrs arketgtsr  uisngvegoelplevkldae  csmwe. eitoxhst rmta cahtieinntlgap islnai rnrggee  caromumioptuentritstsi v moef  padrtaictiahn g ftr oamcler onwsste btphsiiotpeuess aliinnd easns   
awuofti otmhSK adUteesd m amnaadnn dnide.e rI.n Fttiofeyoigdnhrgua btr ieRngegiov niaeawnl sa plSrycictriancpgae rl p fiasr tadtemersniegs.wn eoTdhr etkoys  h waellsipto hb u sEsuixffnteerseasdec st  
cJoroellbveec Snt uaceul astlreoiameksea rga reen vdieu Dwe se tfsoroc msrui pbFtooiopodtnihmsua bFl,  rapo rpmicoipn Cugl oasrm tfroapotuedgt drieeaslbi.v aeTrjhyoe  pyal alnltofeowerdmse. d  a 
aconmaplyreshtesn tsoiv ed esocloutdioen  ptoa tptreorvnidse  wdei thaiilned l iisntsiinghgts  tinot or eqvuiecka-lc othmem erce 
Bqmyu asarckrlieafitp cidnaygnt iaroemnviicses,w  acsn,o drma etnipnaegbstl,e  anpnrcedic efisesee,  dpabrniacdcek   osfproteimmc iizcaaultsiiztooanm taiecorrsno,s sbs  udthsrieinvieri sndsigevse  rcsaen  
grageirnoc crieunrsiyti gmchatetsan loitng ts.ou vcacreiosuss. aspects of their service, including food quality, 
delivery times, and customer satisfaction.
BThye t craliecnkt inregv osluktiiloln mizeedn tthioeinr sa,p porrogaachn itzoa ptriiocninsg  cstarant eogby saenrdv ein vwenhteorrye  
Ingmsrtaoenawadgt heom fi se nrhet laybpinypg  eimnopninl egmm—eannstuiunacgl h da adtvsaa  ancc 6oeld4le %cGti roionc,ec rryFeo aoPsdriehcue ib n D dRaetaavt iaeSw csra pDinagta  
Catoenllceahclntyiootlnoicg tsihe-rsro.e ulgaThht eisscd r arpeposinusglti teaidoll onwisns   afrocerrm oreasarskl -atMbimleee x iaicmcocpe rasosnv etdom  Cean hltaislr ege.i n Tv homleuamsrekee  ot f responsiveness, profit margins, and substantial revenue growth.
sfitrCnulcditeiunnregtds  S dpuartcaoc,v ewisdhsiec h Sa tisco terisyosnenatbialle f oirn mtealkliingge infcoerm feodr dbeoctishio ntrsa. ining 
providers and hiring managers aiming to align resources 
 with real-world market needs.
Our client, a well-established fantasy cricket platform with five years in the 
industry, Skhilal Cdat eegoaryrned a reputat%io Innc refaosre  ine Dnegmaangding gameplay Kaeny Cdo usnturibesstantial 
prize pools. However, increasing competition from global fantasy sports 
platformsD ataa Anndal ytictshe rise of ESPNcric64in%fo Data Scraping bMyex icoc, oChmilepetitors 
threatenCelodud  Ctohmepiurti ngmarket standing an5d2% ability to respondC oltoom bisa,h Airfgteinntigna user 
preferences.
Digital Marketing 47% Peru, Mexico
"Our previous approach to gathering cricket statistics relied on manual 
updates Bailinngdu al bRoalessic APIs, which beca3m9%e increasingly ineffiCocstiae Rnicta,, "U rusgauayys 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. 
OAurn aprleydziicntigon d aelsgcoriitphmtios nasls ho eflapilsed p itno proeflinect t wphlaayte rd iffforemr,e nretsiualtiensg  in 
inscuoncscisetsesnft uuls erro elexpse frrieonmce sl eascscu craotmelyp.“etitive ones. This insight 
Asdoupptipnog rMtso btialer Agpept eScdr alpeiangrn Sienrgvi ciensi ttiraantisvfoersm eadn dth iemir porpoevreatsio ns. With 
acocregsas ntizo atrieoanl-taiml ree, aadcicnuerastse  fomra ftucht urdea ttae, cthhneyo locgraifctaedl  data-driven 
sttrraatengsieitsi onthsa.t  Diamtparo evxedtr atchteeird  cforommpe tjiotibve  lisetdingeg sa cnad n baolossote d user 
saiIdtniseftnarctotiifdoynu .dcetciolining demand, helping to redirect upskilling 
Inin tvhe sfitrmste cnrticsk petr osaecastiovne alyf.ter 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 
ICnstotrramotedbguiyn.c in•32% improvtBeiygo  ndsmeekpint llol-inyb iunags eadv annalyser engagceemd teichsent dn wi ithurqinuge s broli,v ew em aedmepr orkfoatcheoswered threc ec lient 
•TImnwh ietth C28% toi nrduioacnyrsm'e sah  Ccreasteecd hilypeanllen esn dsua s mioenrirsc gir geahtqentusnii ztciinkao-tntco io rtamhntmees s ecurocnmed pelatrinstidtvasec naddpyen m,a masitrcaksy eiontfg  mS ocauottmhu prKieottryiet iav'es  
•2rael1enq%audd igr ineprosgrw  eetip-hnc saoitnmra enam vtf eeorrvcraie sgu iebpp ilulacisttoyfeo rmr dminien.tpogo s mhitsiarriknegt  cphriacilnlegn gtrensd—s eannsdu rcinongs umer 
•1pt8rhe%efe irrre dnrueccectsri.ou nTi thinmis d eacntaats  elsa ttsertnaucdtyey- rgeylxa atremedmi nuesasei r hcoowm pal alienatsding grocery delivery 
cEOhauxirn a cmwusittihon m3iinz0e+gd   osEnomlliunteipo nls otdoyreeleisv erar e ncPdroa srsto btmuesarst n rmesas rfpkonsive, informed, jor Indeoitar ni n Ctmeolelimtgreonpcoeeli,t aeintn iaavbrleina gs  
laecvnlieedrna tfgsue dtou  rRdeer-iavrle-T aidmaeyta. -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trMcahnasnfrogrekmse,  tah neIdinr  sbiguingsiifinhceatsns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
TehvoWebe  sc
lvliienngt  mstarurkgegtlplace.craping 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, hSaedcto rearned a repu%ta Intciroeans e fino Erm eplnoygera Agctiinvigty gameplay Leaandidng  Csouubntsrytantial 
prize pools. However, increasing competition from global fantasy sports 
platformsT ecahnnodlo gythe rise of ESPNcric72in%fo Data Scraping by Brcaozilmpetitors 
threatened their market standing and ability to respond to shifting user 
preferenceLsog.istics 58% Colombia
"Our previoReutasil approach to gatherin4g5 %cricket statistics relieAdrg enotinna manual 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsiErdteuacattinonrd oifn Pgro Wduectb D Sevcerloappm3ie8n%ngt.  "FBoyo tdheh tuimbe  Rwee vuipedPwearutsed player 
performance metrics, matches were often over, leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
Tinhceonsseis tienndti ucsaetro erxsp ererievnecaels  pacoctuerantteilay.l“ areas for talent 
cAodomptpinegt iMtioobnil ea Anpdp  Sacllroapwin gfi rSmersvi cteos  atrdanjusfsotr msoedu rtchienigr  oapnedra tions. With 
raectcesnst ioton  sretraal-ttiemgei,e sa cpcruoratcet ivmealtyc.h E mdaptalo, ytehersy  wchraoft etdra cdka tath-dirsiv en 
isntrfaotremgieast iothna ct ainm pgraovuegde  wthehier reco jmobpe stiativtue raetdigoen  iasn dri sibnogos atendd  user 
asanIttnisicftaircpotaidotnue.  cwthioenn to diversify or consolidate hiring 
cIna mthpe afiirgsnt sc.ricket 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 
By m
•3Ins2t%trra
ap
 oitmedgpuy
p.c itnBiygo  ndoerpgloayninizational activirovement in usge ra ednvgaangceemd etnetc hdn
tyiq ugees,o gwrea epmhpicoawlelyre,d  the client 
d•T2Ienwh ce C8%itiths oi idouorencanryem-'asma Cs tecadhal ikynene duarles n es
uring live matches
 smienrisgc ir gaehtqientusni tcaiinko -tsnco to rrtamahtmeet esecgrocmiec p pelateintridvssepc eadpycent,ia vmesitc aosy nion fge S mocueotmhrg pKieontrgietia v'es  
r•e2rel1ceq%raud igriinetromsgw  eeti-hncn soitnma  hnamvto eetrrsvcaipesg ioebp tilulasistt.yfe o rSr dmuinec.tpoho  simintsaterklelitg epnricieng s utprepnodsr tsa nHdR  consumer 
l•e1pa8re%dfee rrOur r
esdnu cicentsi .oa nlT ihignins d iacntaags  elab tusetnsucidnyy-e rselxsaa temdxi npuesase nr hscoowm pal alienatsding grocery delivery 
Mchaeina cswuusitthor min3iz0ge+d   Mosnoalliunrteiko nes ttdo reeMlisv eoarevcdreo srso bmeusant
i omnjotrs a
 re InTk
ff
dehit
or
a rnin
t
 ot
se lwligiethnc eon-
grou d labor a metropoli
,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T vidmaeitla -Gbariolcickteeyd  wphriiclien gm daeicnist
ugh Vacancy 
ry Price Monitioaorniinns,gi n sgws oifaltul ytci ooanmdsa pfter otmiot  ivmueas r ketot  
sFtrcrahneascnqfeogure misne,   ntaLhnacedityr i sn biAg uAnsnimifinaceaslrnsyi tclsiyna it’seesnll ihfgaensnctce-e e tvchaoepilrav bpinirloigtfiie tes  maanprdgl oinmysam. rLkeenvt etpr aogsiitnigon oinugr  
esntsrvpaeitrceoiganileimzse.ed nCto.upang Product Data Scraping Solutions scraping tools, the 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-e
WTeh
volving marketplace.
be  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 
pTrreafecrkeinncges h. ow frequently job postings appear offers vital 
"iOnusri gphrtesv ioinusto a bpproroaadche rt oe cgoanthoemrinigc  csrhicikftest  astnadtis stiecsc troelriaedl  hoena mlthan. ual 
uFprdeaqtuese nancdy  bmaseict riAcPsIs ,s hwohwich w bheiccahm ein idncursetarsiiengsl ya rinee ffiexcipeantn,"d isnaygs  tthhe ir 
cwUlieonnrdtk’sef orDrsicrteeac tanonrd doifn  wPgrho Widcuhect b aDr Seev cecrlooapnpmtrienancgt.t  i"FnBogyo . tBdheyh  tuaimbnea  Rlwyeez viunipegdw adtseadt ap layer 
pcearpfotrumraendce f rmoemtri cCso, mmaptcuhtersa bwaerjeo  ouftseinn gov leirv, ele eadxitnrga tcot iuser frustration. Our prediction algorithms also failed to reflect player foromn,  treosoullsti,n g in 
ioncrgonasnisitzeantt iuosnesr  ecxapner iternaccesk  ahcocuwra tineldy.u“ stries behave over time and 
adjust accordingly.
Adopting Mobile App Scraping Services transformed their operations. With 
access to real-time, accurate match data, they crafted data-driven 
sAtr adteegeipese r tlhoaot k imrepvroevaelds  tthheaitr  locgomispteictisti vpeo setdingeg s ainnd  Coboloosmtebdi au ser 
sraoItsnisefta rcbotyido n2u.8c%ti ownithin a single month, whereas tourism in Peru 
declined by 22% during the off-season. Frequency-based 
Idna tthae pfirst cricket season after implementing the service, the client saTwh:is craosev idsteusd ya nh igehalirglhyt sw haorwn inogur  syCosutepamng f oPrr oHduRc ts tPrraicte gSicsrtasp,i ng Month
alSleorwviicneg r etviomluetiloyn irzeed a c
Se
sponl
cise
to
en
r ts's t mo amrkaetr kaenat l
Cyhavs
ng
ois
e
l aatnidli tpyr.icing op
Ctoimuntirzyation 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ewe empowered the client J ly Logistics +28% matches Colombia
•T2Inwh8 %ietth oC i nduoanyre C allencrem'asas tecd hiynen dua smienrisci ges rehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgJuw  leyti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyTfeoo rur rdmisnme.tpoo smitsarket pric-i2n2%g trends and cPoenrusumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cAwuugsiuttshot  m3iz0e+d  osnolliunteio ns tdoITreelisv earecdro srso bmusatj omr+ 3a1Ir%nkdeita nin tmelelitgreonpcoeli,tM aeenxni caoabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnSfeogpretmesm, b etarhnedir  sbigunsiifinceasns tliRyne ttaeeilnllihgaennccee  tchaepira bpirloi+t1fii9et%s  maanrdg inmsa. rLkeevt epraoCgshiiltneigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveolving marketplace.WEemb p sccllorieaynpeti nrsgstr  uicngavgonllev dien swt eitxhgt rrmacattieinnt gat hilnaiisrng gie n catomemlopliuegnteittsinv ocef e pd riainctiatn ogfr  oathmcre owisrse  bthsioteuss ainnd asn  
awuofto ormSkKafUtoesrd c amen adpn lnaidener.nn Ftiionfyogidn hgtuo bor eRlgsei,ov nieeanwl as pbSrclicirniangpge  trp hiase tdtmeers ntigso.n  edTdyh etnoya  hmaellspico b ausllsuyiffn eersesde s 
creveroellaec
nt uceu stleoamkeargllo  r
ee vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprechaetnes irvee ssooulurtcioens t oa npdro vbidued gdeetta.i leItd  siunspigphotsr tisn tao gqiuleic kd-ceocmismioenrc-e 
maarkkient gd,y nhaemlpicisn agn dteams avoid overstaffing or undersupply Bryis skcsra.ping reviews, ra
 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, 
dMelaivrekrye tti mreesn, dan ad customer satisfaction.The client revolutinoanilzyesdi sth deier raivpperdoa fcrho mto  pvraiccinagn sctyra tferegyq uanedn cinyv entory 
Inemsmtaenpaadog weomef ernsret  olybringyg a inmoipnzl aemmtioeanntusina glt o da padtrvaea ndccioecldtle hcGtiirooinnc,e gry Fdo oePdrmihcueab n DdRa,et av ileSlwocscra apDtineag ta  
Cttorelalceihcnntiionolnogg  tirheersos. uogTuhhr icssc ersarep esinuffiglt ecadille onwints l yfro,e rma rneaardkl- atabimnleet i caimicpcpearsotsev e toem ceaon lntasro gmein v icom luamrkee ot f 
srhesipftosn.s iUveltniemssa, tperol fistrCulciteunretd  Sduatcac, ewshsic yhS,t  mcoamrgibnsin, aind substantial revenue gro tiso ersysential fogr  vmaacking cinyf ofrrmeeqd denccisywio th.nins.sights 
with salary and employer data paints a full picture of how 
 regional job ecosystems evolve in real time.
Our client, a well-established fantasy cricket platform with five years in the 
iEndmusptlroy,y ehards cearne idn tae rgerpauteat itohni sfo irn etnegllaigiengn cgea minetpola yt haenidr  substantial 
pwriozer kpfooorlcse.  Hpolawnevneirn, gin tcoreoalssi,n ge ncaomblpientgit iothn efmrom t og ldoybanl afmanitcaasyll ys ports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
trhereaalltoenceadt et hreeirs omuarrckeets  satanndd inbgu dagnde ta.b Iitli tsyu tpop roerstpso nadg tiloe  sdheiftcinisgi ounse-r 
pmreafekrienngce, sh. elping teams avoid overstaffing or undersupply 
risks.
"Our previous approach to gathering cricket statistics relied on manual 
updates and basic APIs, which became increasingly inefficient," says the 
cMUlieannrdtk’see trD sitrrteeactnnodrd  oiafn nPgaro lWydusecistb  Dd Sevrceirvloaeppdmi enfnrgot. m "FB oyvo atdhceah ntuimcbye   Rfwree vquiupeedwantcsedy  player 
peemrfopromwanecres  moertgriacsn, izmaaticohnes  wtoer ep roeftdenic to vheirr, inlegad dinegm toa unsde,r afrlulsotcrattioen . 
Otruar inpriendgic rtieosno aulgrcoreitsh meffis acliseon ftalyile, da ntod  raeflnetcict ipplaayteer  efcoormn,o rmesiucl ting in 
inconsistent user experiences accurately.“
shifts. Ultimately, combining vacancy frequency insights 
Awdiotpht insga lMaorbyi lea nApdp  eSmcrapplionyg eSre rdviacetas  tpranisnfotsrm ae df utlhl epiri cotuperera toiofn hs.o wW ith 
arAcecdgeisvosa nantolc  joirnebag le-t ciPmoers,ey sdatciecmutraisvt ee v moHlavitcrehi  nindg ar etaIan, l tttehimelyle ig.creanftecde  data-driven 
sTtrategies that improved their competitive edge and boosted user saIt
hisrfaoctuiogn.h Automated Analysisntroduction
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 vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•TInwh ietth oCore C28% i nducanryem'asas tecd hiynean dlual meinnserisc ir geehstqetusni 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  
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, 
de
TP
livery times, and customer satisfac
hre dcliicetnitv ree vaonluatiloyntiizcesd itsh etira anpspf
tiormn.roach itnog p hricoinwg  rsetrcartuegitym aendn tin ventory 
Inmostpaeneaadrga etomef sen raet lcybrinyog s ismo dpnl iegmmiteaannltu ienaglc  odasadytvasa tneccomeldles c.Gt iCroonoc,em ryFbo ioPndrihcnuegb   DRaetav ieSwcsra pDinagta  
Ctaoelulcehtcontiomolnoag titheiroso.n ug,T hmh issac rcarhepsiinnuglet e adllel oawinrsn  ifrnoergm r,ea aarkln-atdbiml ese t raimucccpetrsousvr etomd ea dn ltaasr tgaeins v eotmlsua mrkee ot f 
reensphoannsicvense tshs,e p raofit margistrCulciteunretd  Sduatcac, ewshsic bhS itilsoi terysy steon sf,o and sntialr feocr ausbtstantial revenmak ihnigr iinnfgo rtmrednude growth. desc iwsioins .
precision. By integrating advanced data frameworks 
  powered by Web Scraping With AI, companies can predict 
emerging employment categories and evaluate how 
upcoming market changes will influence workforce 
requirements.
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 
cUFlieonnrdt ’isen srDtsiratenactcnoerd oiperformance me,t rp
fn rPgero dWdiucecttib vD eSe vrceerlpoapopmritensn gts.  h"FBooywo tedhdeh  ttuihmbae t R wreee vmuipeodtwaetse wd oprlaky-er ics, matches were often over, leading to user frustration. 
Oruerl aptreeddi cptioons itailognorsit hgmres wa lsboy  f5ai9le%d  taoc rreoflsesc tL apltaiyne rA mforemr,i crae,s ulting in 
inecmonpsihstaesnitz uinsegr  etxhpee rcieonncteisn aucacutiroatne lyo.“f hybrid work models. 
These insights enable organizations to plan resource 
Adiospttrinibgu Mtoiobinle, Atrpap iSncirnagpi,n ag nSder vinicfersa tsratrnusfcotrumreed  nteheidr so perroaaticontisv. eWlyi.th 
access to real-time, accurate match data, they crafted data-driven 
Predictive Factor % Growth Forecast Impact
strategies that improved their competitive edge and boosted user 
saItnisftarcRoetmidoontue. Wcotrki Roolens 59% High
In the Gfireresn tE ncerrgiyc Jokbes t season after im46p%lementing the serviMced,iu mthe client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
ServiTceceh  Srtearvtuopslu Htiriiongnized a client's ma63r%ket analysis and pricingH ioghptimization 
•3Ins2t%trra oitmedgpuyr.oc tBiyo ndeploying advanced techniques, we empowered the client 
•The Core
v eCmeanltl einn useesr engagement during live matches
2Inw8 %itth oi nHduceanarlyetmh'acsas rete cDd hieynmen aduan dsmienrisc ir gehtqetusni tciinko-tnco o rtamhtmee sec3ro7c%me pelatintidvsec adpyen,a msitcasy ionfMg oS doecruaotemh 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 
WcOhaueirn n c wudsiatthot ma3-iz0de+rdi v osenonlliun taeio unst todomreelisav etarioecdrno  sriso b emusmatj obmre adIrnkdeieta dnin itmneletliotgr eonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle data-backed pricing decisions, swiftly adapt to market recchraunigtems,e anntd  in
-Ttiemleli gGernocceer ys yPsrticeem sM,o hniitroirningg  tesolutions from us to 
transform their sbigunsiifincantly enhance their profit ma
argminss.  gLaeviner agionrge o ur 
csotsrnpaettceriogaile izose.vde Cro pupraendgi c
etsisv ein tmelloigdeenclien gca. pIatb aililtlioews sa ncdo mmarkaent positioning Product Data Scraping Solutions scraping ietoso tlso, the 
evTclaiheluneta  Cgtaelii nenenod ttt hjue ssttr aptreegsice endtg ejo nbe cpeasstateryr ntos  ebxcuetl  fwuitthuinre C oupang's fast-
oTevolving marketplacWephbpe  osccrlriteaunptni nsigttr ieuingsvg.o lleTvdeh swie sei. txhat prmapcartiinontga cilnahirn ggme  ciaonmmimopueintzittesiv soe f h pduraicmtian agfrn oa mcbr oiwasses b tahsionteudss  ainnd asn  
aimuoft opmSrKoaUtvesed s am naadcn cnidueerr.n aFtciofyoyid nihgnu  bfr oeRgreieovcnieaawls st piSrncicgrian phge irrp iinas tgdte edrsniegsm.n eTadh netody  sha.ellspo 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 
BInmy taserckgreartpa idntyign agrem vpiicerswe adsn,i dcra tetinivnaegbs la,e  napnaredlcy fitseieec dpsbr iawcceik t ohfpriotnimm r iezcauctsritouonim tamecrrseo,s nbst ut hssieyniesr stdseievmse rcsae n  
gtagrairnon cisenrfsyoi grchmattsas l oijngot.ob  vmaraiorukse ta smpeocntsi tofr itnhgei ri nsteorv aic ep, rionaclcudt ivnge ,f ood quality, 
dceolinvetirny utiomuess,  satnrda ctuesgtomThe client revolutionizeyd. O
er sa
 thregira
tinsfiazcatitoin. approacohn tso  tphriacitn ga pstpralyte sguy cahn d inventory 
Imnmsetaetnahadgo edomsf e anretr leyb inbyg e itmotpenl re mmeeqannutuinapglp  edaadtv ata on ccaoelndle tciGctiroiopnca,e tryFeo  owPdroihcurekb  fDoRaretcave ie Swcsra pDinagta  
Cetovellcoehclnutiotolinog ntihe rsao. nugdThh  missc ararienpsitnuaglti enad ll lowins g f-roterem reamarkl -ahtbimilreei n agimc ceperffisosv cetiome nean cltaysr. 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. 
OHuro pwre dMictioonb iallego rAithpmps  aSlscor afapileidn gto  Creaflenct  Hpleaylepr  Yfoormu, ?resulting in 
inconsistent user experiences accurately.“
AAdodpotipngti nMgob Rilee aApl-pT iSmcreap Jiongb  SDeravticae sS tcraranspfoinrmge Fdr otmhe irC oompeprautitornasb. aWjoit h 
atchcersosu gtoh  mreoalb-tilmee s, caraccpuirnagte  temcahtcnho lodgatya , enthaeby lecsr acftoend tindautoa-udsri,v en 
starautteogmiesa ttehda ta cimceprsosv etdo  ltivheei rr eccormupitemtiteivne t dedagtea  aacndro sbso odsetevdi ceusse. r 
saWItniesft aarcoltliodonwu.  catnioanlysts to fetch information anytime, supporting 
Inb uthsein fiersst ecsri ctkheatt s oepaseorna taef tienr  imupllteim-ceonutnintgr yt heen sveirrvoincem, ethnet sc lient 
swaTwhh:ies reca ssep esetudd ya nhdig hflliegxhtibs ilhitoyw  mouart tCeoru mpaongs t.Product Price Scraping Service revolutionized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•TIWnwh iiettth oC d uoanyrum'e28% increasras   Cts allen esecd chiynren aduap smieinrisc gir ge htqsetuosni tlciuinko-ttncoi o rtamnhtmsee s,ec yrocmoeu pe lcatiantidnvse:c 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 
•1p•8re%fMe rroednnucicettosi.or n Tj ohinibs d  alcitasast eilan tgsetnsuc dfyyr- or emlxaat emmdi nuuelstsei rp hcloeowm c paol auliennattsdring grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin
ietesll iigne nrceea, l-time. metropolitaenn aabrleinags  
l•ecvlieeIrdnategsne dto if yRd ertiavrle-T nidmdaeitna -gGb arsocckeeilrdlys  ,p rPiinrciicdneug  sdMterocineisitsioo,r nians,ng  dsws poiflotulysti iotanidosa npfstr  oftmoa  smtueasr .ketot  
t•rcahnaAsnfcogcremes,s  stah neldiivr  sebig usnsaiifinlcaeasrnsy t liyan tneednllih gdaenencsceec  rtchipaeptiria obpnirloi tdfiietas  mtaan rodg ninm sta.h rLkeee vtg eoprao.gsiitnigon oinugr  
s•tsrpaeCtceoigamileizspe.da rCeo uepmanpgl oPryoedurc at cDtaitvai tSycr aapnindg  cSaonludtiiodnas tsecr adpeinmg antools, the cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupan
dg 's fast-
Tehveoe clffvliieenngct t msivtareurkleyt.place.Web scraping ingvgollevde sw eitxht rmacatiinntga ilnaing competitive pricing across • Build visual dashboards trhgea ta mtroaucnkts  rofg diaotna afrom web
thsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh let orye  hcaerllspuo ib tumssuieffneenrstes de s 
corellveecpnte ucreuf sotleoramkeargn reec vedie.uwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
c•omApurethoemnsaivtee  sroeluctuiornr itnog p droavtidae  edxettraailecdt ioinnsi gwhtosr kinfltoo wqusic ske-caommmleesrcsely .
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, 
deBliyve irnyt teimgersa,t ainndg  ctuhsetosmee rc saaptiasfbaicltiitoine.s, recruitment teams can 
Tshtea yc liaendta rpetviovluet iionn izfleudc tthueairt ianpgpr omacahr ktoe tpsr icwinhgi lset rtartaegnys faonrdm inivnegn tory 
Inmdstaaentaaadg  ienomft eonr eta lcybitnyigo  inmoapnbl elmem eainnntusinaiggl  hdatadstv ata hncrcooeldule gcGthiro oCnc,eo rmyFo poPdruihctuerb a DbRaaetjavo i eSJwocsrba  pDinagta  
CtoeDll
c
ae
hcnttai
ool An
og Pt
ihes. I rSoucg
Thhra 
issc rresultedpera,p einng saull
 owinrins
  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, agnd t shuebisrt asnttrial tregveienuse r germowathin.  informed 
starCunlcidteu nrteitmd  Sdeualtyca.c, 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.“
AdCopotingc Mluobsilieo Anpp 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 
saItnis fatoctdioany. ’s competitive recruitment ecosystem, Real-Time IJnobtr Dodatuac Sticornaping From Computrabajo provides a vital 
In etdheg efi rbsyt  curinccket season after implemenThis case studyo vheigrhinligh ttsh eh ohwe aorutrb eCaout ting the service, the client saw: poafn gh irPirnodgu tcrt ePnrdicse  aSccrraopsisn g 
SLeartviince  Aremvoeluritcioan.i zBedu sai ncleiesnst'es sm caarkne ti natnearlypsrise ta nsdh pifrticsi nign  odpetimiazantdio,n  
•3Ins2idt%trrea oitnmedtgpuiyfr.oyc vtB keiyome ndyeen pst lkoiniyl ilunTh  sg
ge ara pednsvg,a anagcneemdd  ertneetcfi hdnnuierqin utgeh slei,v iewr ems taertmachtpeosgwieeresd f othre b celitetnetr  
•2Inw8 %i
etth oC i nduore C allcanryem'asas tecd hiynen dua smeinn eserisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es e  
•2rel1eq%a
ffidciency and accuracy.u 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 
cOhWauihrn  ecwunsi ttohor mg3iaz0e+nd i zosanotlliunoteino ns  tadorepelipsv leyare cWdro sersob b muSsactj romar paIrinkndegita  nCin otmemlelitgpreounptcorelai,t abenan jaaobr leinags  
lecDvlieearntatags e Adto c rRdoersiavsle- T Lidmaaettia n-Gb Aarocmckeeerdyr  ipcrPairc,iic ntegh  edMyeoc naisitcioohrniinse,g v sews oidfltuelytei oapndsea rp ftvr oitmsoi  bmuilasitr kyet ot  
trcahnasnfogrems,  tahnedir  sbigunsiifincinto evolving woe
an
rsksf 
tly enhance their 
oinrteell igtreennced sc.a pRaeb
pirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping aSodluyt itoon sp socrwapeirn gy otuoor ls, the 
cTrleihecnert u Cgiatlmiineeendn ttth es tsrtarattegiyc  ewdgiteh n reecaesl-stairmy teo  dexacteal ?w iCthoin tCaocupt ang's fast-
Tevolving marketplace.WehMbe o sccblrieialnpeti  nAsgtpr uinpgv goSllecvder asw peitxihnt rmgac attiionntdga ailnayirn ggteo  c aosmmtaopurent ittesiv xoetf  rpdaraictitani gnfr goamc ar ocwstsei bothsniotaeubss aliennd  asn  
auoftj omSbKa Uitnessd  iamgnhadnt snid eferr.n oFtmiofyoi dnChgou bmr eRgpeiuovnitearwal sb pSarcijcroian pgee ffirp iacs tidteeenrsntigsl.yn .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/real-time-job-data-scraping-fr
om-computrabajo.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.