Delhaize Grocery API Data Extraction for Market Analysis (1) (1)
                     DReraivl-Tinimge  GSrmocearryt P rCicrei cket 
SMStortanriteoeraginmige Fsol riU nZesipnitnog,g B lPinrkitc, Aindg  
EODSthPeeNrc PcilasrtfiicooirmsHow is Delnhfsoa  iDWzeai ttah  
HGoSrwcr aCpaCaseC oSocteudrpina gA Web y - nPAg ID  DPuarSotacd ruaping l Stractet gy 
FFoEor xotdrNhacvutebiro  RPrice Snc 
ePfrro
v
aor
i
pd 
eMuwsincatg r
 
 keDta ta 
SOcArpanptimSainelgy 
isUziesi  nYour Food 
SDc3rea5lpi%ivn egrBvreyitc tSe
Pg wAPeIsr inAngd  Web 
etrr Gartoecgeyr?y 
Intelligence?
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 
saITwnh:its rcoadseu scttudioy highlights how our Coupang Product Price Scraping Service revolutionnized a client's market analysis and pricing optimization 
•3IMns2to%trrad oitmeedgrpunyr.oc  gvtBeiryomo ndceeenptr lyoiny  riunesgte ara iedlnevgraasng coeempd etnreatc hdtneuir qiinuge  asli,vn ew  eemn aevtmcirhpoeonswmereedn tt he client 
•TInwh ietth oC duoanyrm'esa  Ctcdhyeandllen es2w8h%e irnecr eparsiec iin 
 insights into
ngua smveoric rl aetqteiunliitctikyo-n,c  o
 rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rrmin.t
soh imfting consumer preferences,  depositsarket pricing trends and consumer 
•1pa8rne%dfe r rleodncucacetslii.oz neT hidnis  dd acetaams elaa tsnetnducd ypy- raetlxataetemrdni nuses sed ri hrcoeowcm tplayl a liienmatsdpinagc tg rocery delivery 
cpOhrauoirnfi  tcawusbitthiol mit3yiz0.e+ Wd  ohsnoelliunte iot hns itsdo redelisav etarec drios sr so bymussattej ommr aaIrnktdeicita aninl ltyme lealitgnreoanplcoyeliz,t aeendn ,aa birtlei nags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  moffers deep insights into market behavior, regional u
asr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
sptserparetfceoigarilemizse.adn Ccoeu,p angd P rcoadtuectg Doartya- lSecvraepli nmg Soovluetmionesn stcsr.a pTinhgis  tioso ls, the 
wTclhiheenerte  Cg aDliineelndh tathiez est rGarteogcice reyd gAe PnIe Dceasstaar yE txot reaxccetli ownit hfion rC Mouaprakneg'ts  fast-
TAevolving markeWehnbe a sccllyrieasnpitsi ns gbtr euingcvgtlpmelaolvde ecwe.s sei txhat  rmsatcartiinanttgae ilngairnigcge  a caosmmsoepuetn trittsaiv toehf  pedrraic ttianh gfar oanmc ra ow sse bthsioteuss ainnd asn  
auoteft ocmShKanUteiscd a amln aden xniederer.cn Fitsiofeyoid.nhgu 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 
BmBy yasrc ksreattpr uidnycgnt auremrviiincesgw a sdn, dara tetanin agpbsil,ep  aepnrledinc fieseese  dptbrhiacacekt   oafprroteimm  bizcautsiiltoton mt aoec rrso,s bs uthsienier sdsievse rcsaen  
gagSirnco crieanrsypi gceha ttDsa leoinglt.ho aviazreio uAs PaIs pDecatst ao,f  bthuesiri nseesrvsieces,  cinacnlu dminogv feo od quality, 
debleivyeroyn tdim setsa, atincd  customer satisfaction.The client revolutiroenpizoedrt sth eainr dap apcrocaechs st on peraicri-nrge astlr-attiemgye  and inventory 
Inmisntateneaadlgl iegomef ennrcete lyb.i nyMg  aimorpknl emtm aeanntuainalgly  sdatadstv,a a CncPcoeGldle bcGtriroaonnc,e drysFo , oPadrnihcudeb   rDeRatetav iile Swcsra pDinagta  
Ctsoeltlcrehacntioeolnogg itishetrsso. u rgTehhl yiss c orarnep sisnuuglt ceadhll  oewinxs t frroaermc rteaearkdl-at bidmleae t aimcscepertsossv etom  eaen vltasar gluein av toemlu amrkee ot f 
rceosmpopnseivteitness, profit margins, and substantial revenue growth.strCulciteunretd  Sduaivtcaec, e wpshosics hSi ttiiso ernsyisnegnt,i atlr faocr km apkriincge i nefolarmsteidc idteyc,i saionnds. identify 
emerging demand signals across stores and digital 
  channels.
Instead of relying on delayed third-party reports, data 
extracted directly from grocery APIs allows decision-
makers to align pricing, inventory, and assortment 
strategies with actual market conditions. The result is 
faster response cycles, improved shelf performance, and 
smarter planning driven by evidence rather than 
assumptions.
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 
thrNeaatevneidg thaetir imnagrk eDt sytandaingm anicd  aDbilitgy itot arels pSonhd eto lsfh ifting user 
prePferreincciens. g Challenges
"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 
•3InsT2
t%trraotedguy.c tBiyo ndephe  iCmoprroev eCmeanlt
loyi
l einn u
nsg adveesr eng
aangceemd 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  
•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  
leRcvlieetrnatgsile  dttoe  aRdmeriavsle-T  oidmfatetea n-Gb arsoctckreeurdgy  gprPliercii cntego   mdMeoacniisintiootrnainsi,gn  s vwsoiisfltuilybti oilanidtsya p fatr octmroo  msusas r ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraghu osi
itnigon oinugr  
stsrpae
ndreds of SKUs when price movements occur multiple 
tceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
tTcilmiheneet  sCg awliineietnhd ittnh ea s strianteggleic dedagye. nWecitehssoauryt tsot reuxcetlu wreithdi ni nCtoeulpliagneg'ns cfaes,t -
Ttehhveoe clvinWeb scslriean g mapcti nhsgtar urinkngegtelpelace.volvsde  rswe eimtxht armaicnati innrtega ailnacirntggiev  ceao mmraoputenhtittesiv roe tf  phdraaictnian  gsfr toarmcar towesseg btihcsio.t euTssh ainnisd a sn  
auogft oamSpKa Utiessd  a amdnaddn rneideser.sn Fetiofdyo idnthgu rbor euRgegiovhnie awPl rso pSrdcicuriancpgte  rap inas tdte ePrsnrigsic.n eTd hI netoyt  ehaellllispgo eb unssuciffneee rsesde s 
corevllveiaecnt  Duceue sltlheoamakieazrge re,e  vwdieuhwei sc thfor o tmsrua bFnoosopdftoihmruambl,  sap  rspicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a comprehensive solution to provide detailecda tintesirgehdts  pinrtioc iqnugic ks-icgonmamlse rce 
Bmyi nasrtckorea tpo idrnyggn aarnemviiziceesw dasn , draa ettninaagsbsel,e t aspnr edrec fiaseeed dpybr iafcocekr  o faprotnimma ilzcyaustsiitoson.m aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
deBlivye rayp tpimlyesin, agn dG cruosctoemreyr  sAatpispfa cDtioant.a Extraction, businesses 
The client revolutionized their approach to pricing strategy and inventory 
mgaaniang ecmoennsti sbtye nt aInstead of relying imopnlcecmeesnsti ntgo  laidvvea ndcigital manual data coeldle cGtir oschelf inon,e ryFo oPdricfeo rmDaatation, hub Rev ieSwcsra pDinagta  
Ctoellcnehcantiobollnoig ntighers o.a ungTahh liyssc srtarsep sitnuoglt  etadrll aocwinks   fhroeorm wrea arpkl-artbiimclee s ai mdccipeffrsoesv ret omb yean  lstastr ogerine v  omluamrkee ot f 
relospcoantsiiovnen, etsism, per osfilto mt,a argninds ,p andstrCulciteunretd  Sduatcac, ewshsic hS tiso ersysentialr food suucbstt acnattiael revenuer making infgoromrye.d  Idn dgruoswttrhecisionsy.. 
observations show that organizations monitoring app-
  based pricing trends reduce unnecessary discounting by 
nearly 17% while improving promotional accuracy by over 
20%.
OSuur cclhie ndta, ata w-delrl-ievsetanb lvisihseibd iflaitnyta asyls cor ichkeeltp psla mtfoermrc hwaithn dfivisei nyega rasn ind  the 
industry, had earned a reputation for engaging gameplay and substantial 
prriezev epnouoles.  tHeoawmevse ar,l iignncr eparsiicnign gco amcpteitoitniosn  wfriotmh  cgolonbsaul mfaentra sbye hspaovrtiso r. 
pWlathfoermns s uadnd etnhe p risce  odfr oEpSsP Noccriciunrfo,  aDnaataly sStcsra cpainng ebvya lcuoamtpee titors 
thwrehaetetnheedr  tthheeiry m satrekmet  fsrtoanmdi ncgo manpd eatbitiliiotyn ,t oo vreesrpsotnodc ktoi nsgh,if toinrg  user 
preferences.
seasonal demand. Over time, these insights create a reliable 
"Opurric pinregv ibouass ealpipnreo atchha to s ugaptpheorrintsg scmricakert esrt antiestgicost iraetliieodn so na nmda nual 
umpdaatregsi na npdr obtaesicct iAoPnIs., 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 
strBayte gcioesn vtehratti nigm rparowve pd ricthee isr igcnomalpse tinititvoe sterdugce tuarnedd  boosted user 
saiItnistftearcloltiidgoneu.nccteio, ngrocery stakeholders move from guesswork 
Int oth ec lfiarrsitty c,r eicnkseut rsienags opnr iacfitnegr  idmepcleismioennsti nreg mthaei nse arvliigcne,e tdh ew citlihe nt 
samTwh:aisr kceaste r esatuldityi ehsi.ghlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•3IOns2t%trpra oitmetdgpiuyrm.oc vtBeiyiom zndeiennpt loigny iu nsSge rta edonvgcaankgcee mdB etneatc lhdanuirqninuT g
ec sli,ev ew  emA aentmchdpeos wered the client 
•2Inw
h
8 
e
%itth
 C
 oi ndu
o
canry
re
em'asa
 C
s tecd hiyne
andlle ua smiennrisc ir geehqtsteusni tciinko-tnco o rtamhtmee secrocme pelatitive dynamics of South Korea's 
rAssort
ndscape, staying competitive 
•2el1eq%aud igrinerosgw  eti-hnc soitnma namvt eerv
n
rcies
t ibp illaDittyfoecisionsage use 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  mstarurketplace.Web scraping ingvgollevde 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.
 
OuInr vcleienntt,o ar yw emll-iessatalibglinshmede nfatn rteasmy acriinckse ot npleat foofr mth wei tmh fiovset  yceoasrst lin the industry, had earned a reputation for engaging gameplay and substayn tial 
proizpe eproaotliso. nHaolw iesvseur,e sin cinre agsrinogc ecroym rpettiatiioln.  Efrxocme sgslo sbtaol cfkan lteasayd s ptoort s 
plahtifgorhmesr  canadr rythine gr icsoe sotsf , EwSPhNilceri csitnofoc kDoautats  Sdcirraepcintgly  bimy pcoamctp etitors 
thrceuastetnoemd ethr etirr umsta rakentd s rtaenvdeinngu aen. dT habroiliutyg hto  Dreeslphoanidz eto P srhicifitningg  aunsedr  
preferences.
Inventory Data Extraction, organizations can correlate 
"Oauvr apirleavbioiluist ya lpepvroealcsh w tiot hg artehaelr indge mcriacnkedt pstaattisetircns sr ealcierdo sosn  manual 
upmdauteltsi palned  lobacsaict ioAPnIss,.  wThhiicsh  sbtercuacmtue riendcr evaiseinwg lay llinoewffisc ipenlat,n" nseayrss  tthoe  
cUlidennedtt’see crDtsir teeacatnorlrdy o iwfn Pgarro Wnduinectgb  D sSeivgcenrlosap pmbieennfogt.r  e"FB osyo htodherh ttauimgbee  Rsw eoe vru iopedvwaetsersdt oplcakyesr performance metrics, matches were often over, leading to user frustration.  
Ouers pcraeldaictteio.n algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
When combined with a Delhaize Catalog and SKU Data 
Adopting Mobile App Scraping Services transformed their operations. With 
acScecsrsa pteo r,r eaasl-stoimretm, eacnctu rpaeter fomrmatcahn cdea tba,e ctohemy escr amfteeda sudartaab-dleriv aent  
straa tgegraiens ultahart  leivmeplr.o vRedt atihl erirs  caomn paestistieves s ewdgheic ha npdr obdouocste d user 
saIvtniasftraricaotitdoionu.ncst ipoenrform best by region, pack size, or category. 
InM thaer kfierts ts ctruidckieets  sienadsiocna taef ttehr aimt dplaetmae-bnaticnkge tdh ea ssesrovritcme, etnhet  client 
saTrweh:ifis nceamsee nsttu dimy phrigohvlieghst ss hheolwf  aovuar ilCaobuipliatnyg  bPyr oudpuc tto P 2ri5ce% S wcrhapilieng  
Serv
srteradtu
icce revolutiegyin. gBy w daes
onteiz eldin ak eclient'sploying addva tnoc s
 mloawrk-emt aonvailnysis ed techniques g it
aenmd psr.icing optimization 
•IntroductionT32h%e  iCmoprroev eCmeanltl einn useesr engagement during li
,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  
•2rel1Aeq%acud cigrinerosgw  set i-hntc soitnm aG namvtr eeorrvcaiesg iebpr iluylaistt yfeSo rr udminep.tpoeo rsmitsaarkrekt eptrsic iSngt otrren Ddsa taansd ectosnsumer 
•1p8 ref%ufe rrtehdnueccerts is.o tnTr hienins d gactaahs ela ntsestnu ctdyhy-i rse lxapatremodic nuesse sr h cobowym  peal anlieanatbsdliingg  gcrroocesrsy- sdteolirvee ry 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecd robust market intelligence, enabling 
cblieenntcsh tmo adrrikvien gda. tDa-ebcaciskeiodn p-mrica
rokses rsm acjaonr  Iinddeiannt ifmye wtrohpyo lciteanr taarinea s 
leveraged Real-Time Grocery Priicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcoahunastnflogeretms,  otahnuedtir p sebigurnfsioifinrcemasns  toliynt theeenllihrgasen naccene  dtch arepeirap bpliirlcoitafiiets e m asanrudgc inmcsea. rsLkseefvtu eplr aogsiitnigon oinugr  
stsirnpaevtceiganileitzsoe.rdy C osutrpaanteg gPireodsu. cItn Dsatteaa Sdc roapf insgta Stoilcu trioenpsl escnriasphinmg etnoto ls, the 
cTclyihecnelte  Cgsa,li inienendv tethnet ostrryat epgliac nendgineg n ebceessaevolving m com
ry etos  eaxdceal pwtiitvhein  aCnoudp ang's fast-
WTedhbee  smcclrieaanpnti ndsgt
arurkgegtlplace.- dinrvivoelevdne s.w 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 
mBayrk eatl idgynnainmgic sin avnedn etnoarbyle  apnredc isaes psrortment strategies with By scraping reviews, ratings, and feedbiaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagairnoc ctienursyai gclh apttsae lroinfgot.or mvaarinocuse  assigpencatsl so, fr ethteairil esresrv riceed, uinccelu ding food quality, 
deilinverffiy tcimieensc, aiensd, c iumstpomroevr esa ctiusfsatcotiomn.er satisfaction, and build 
Tshec acllaiebntle r eovpoleurtiaontiiozends t htheiar ta preprsopaochn dto  apcriccuinrga stteralyte tgoy  mand inventory 
Inm
arket 
sdt
aenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellceehcnmtioolanong tidher.so. 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 
indTurstaryn, hsadf oearrnmedi an rgep uMtataionr kfore etn gSagiingg ngaamlespl aIyn atndo s ubstantial 
prize pools. However, increasing competition from global fantasy sports 
plaStfotrrmas taendg tihce  Drisier oef cEtSiPoNcnricinfo 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 
Service revolutionized a client's market analysis and pricing optimization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge advanced techniques, we empowered the client 
•T
r engagement during live matches
2Inw
h ie8%tth oC i uonrmea Ctcheadll einnsigehtss into the competitive dynamics of South Korea's 
lUeanddn
decarryes'asts aedn iyndn iuansmeric r etqeunitciko-nc oramtmeserce landscape, staying competitive 
•2re1q%u igrinerosgw  eti-hnc soitnma namvt eer
gce g prloatcfoerrmy. markets requires more than 
observing surrvfaaisgciebe iul-istlyee rv dieneltp oto rsemitnsadrkse.t  Trpurieci ncgo mtrpenedtsit ivaned a dcovnasnumtaegr e 
•1p8ree%mfe rreedrngucceetsis.o  nwT hinhis ed ancta aps elra tsedtnuucdcyy-t r eplxaeatremfdoi nuresmse ra hcnoowcme pa,l  aplienratiscding grocery delivery cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nini ntmeglel itbgreonphcoaeli,tv aienon raa,b raleinagsd   
lecdvlieernmatgsae dnto d R dserihavlie-fT tidsma eata r-eGb araocnckeeardyl y pzrPeircidicne gt  odMgeoecnitsihtiooernirns., g W swshoifeltulnyti otanedsa pmftr ostm oa  imuas r tkoetot   
trcEahnxastnfrogaremcs,t   taShneudipr  sebigrunmsiifinaceraskns etliytn tPeenrlloihgadenunccceet   tcIhnaepsirai gbphirloittfiiset s F mraoanrmdg i nmDsa.e rLklheevta eiprzaoegs,iitn itgohn eoinuygr   
stsgrpaetceiniga ileaizs e.sdt rCuocutpuanreg dP rovdieucwt  Doaft ah oScwra pciantge Sgoolurtiieonss  pscerrafpoinrmg  tuonolds,e rt he 
Tcvliaenryt ignagin emd athrek esttr actoegnidc ietdiogne sn.ecessary to excel within Coupang's fast-
Tev
hoelv Clienthe cliienngt  mstarurkgegtlpelda cwei.Web scraping involves etxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoftU omsSiKanUtgesd s amynsadnt enidemer.n sFt iodfyoeidnshgiu gbrn eRegeidovni etawol s E pSrxcictriarnapgec rtp  iasD tdteeelrhsnigas.ni zeTedh  etGoy r hoaecllspeo rb yus suPiffnreeircsesedes s  
corelalvenecntd uc euP srtloeodamkueacrg tree  Ivndieufower sm tforo amstui obFoonop,dt iahmunabal,  layp rspictoispn ugcl aasrn tfr oacotoedg mdieepsli.av erTrehy e rpyel agntfieooerndmea.d l a 
copmripcrienhgen dsiivffee sroeluntcioens ,to i dperonvtidifey  dpertoaimledo tiniosing-hdtsr iivneton q dueicmk-caonmdm erce 
Bmy sasprckriekatpe idsny,gn  aarenmvdiice swe asvn,a drla uetnianatgbesl, e e aplnaredsc tfiseiceei dptbyria ccaek c orfprootismms i zcauatsitooenmg aeocrrrsoi,es bss ut.hs Iieniert sedsigevsre arcstaein  g 
gagirtnoh ceienrsyei gc hainttsas loigngth.ot sv awrioituhs daisspceicptsl inoef dth ePir isceerv iMceo, ninictluodrining gfo podra qcutaiclietys,  
deleivnearyb tliemse sf,a asntde cru storamteer gsaicti srfeasctpionn. se. Industry benchmarks 
Thseu gclgieenst tr etvhoalutt iroentizaeidle trhse iur saipnpgro aacuht otom paritceindg  mstroanteigtoy rainndg  inventory 
Inmsftarenaadmg eeomwf eonretr lkybsinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugTh
 rise spreosunldte dt o icn omh scraping allows froerm
peartitor reakl-atbimle
 acti
e  aimccp
o
er
n
sosv
s nea
 etom ean lt
rly 
asr gei
3n0% v om
 
luamrkee ot f 
refsapsotnesirv ethneasns,  tphroofiste m raerglyinisn, ga nodn s umbsatannutiaall  rcehveencukes g.rowth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
This intelligence-driven approach also supports long-term 
  planning. Instead of reacting after market shifts occur, 
teams anticipate changes by analyzing historical patterns 
alongside current movements. Over time, this reduces 
volatility in pricing strategies and strengthens category 
management 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 
upBdya tsetsr uacndtu brainsigc aAPnIds, iwnhteicrhp brectainmge  mincarrekaesitn gsliyg ninaelffisc ient," says the 
cUleienffndet’sce trDivsireteaclytno,r d goirfno Pgcreo Wdruyec tsb tDa Sekvceerhloaoppmldienenrgts.   "FcBoyno tvdheeh rtutim brea  Rwwe ed vuaipetdawa tinsedt op layer 
pedrifroermctainocne- smetrics, mOur predictione attlginorgit hin
attechlleisg ewnercee o tfthean to svuerp, pleoardtinsg s tuos utaseinr afrbusltration. ms also failed to reflect player form, resuleti ng in 
ingcoronswistthen at nusde ri nexfopermrieencde sd aeccciusriaotnel-ym.“ aking.
Adopting Mobile App Scraping Services transformed their operations. With 
acHcesos wto  Mreaol-btimiel,e  aAccuprapte Smcatrcha pdaitna, gth Cey acnra fted data-driven 
strategies that improved their competitive edge and boosted user 
saHItnis fetharcilogtpidohn luy.Yc cotoioumn?petitive grocery ecosystems, access to 
Int itmhee filyrs at ncdri csktertu scetausroend  adftaetra i mdepfilenmeesn dtiengc itshioen s eqruviacleit, yt.h e client 
saWTwh:ihs ecna sael igstnueddy  whiigthli gDhetsl hhaoiwz eo Gurr oCcoeurpya nAgP IP rDodautcat EPxritcrea cStciroapni ng 
fSoerv Micea rekveotl uAtinonaizlyesd isa , ctliheinst 'sa pmparkoeat cahn aslytsreisn agntdh pernicsin ga noaptliymtiizcaatilo n 
•3Inds2t%terrap oitmetdhgpuy r.aoc vtnBeiydom  ndiemenptp loinry oiunvsgee rsa e dmnvgaaangrcekemde tet nertce hdsnupirqoinunge ssli,iv vewe emn aetmscshp.eoswered the client 
•TInwh28 ie%tth  oC duore Cincanryem'asas tecd hiyneandlal meinnisci gehqts user reteusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2reKl1eq%eaudy igri nerbosgew  enti-hnce soifitnma tnamsvt eeinrrvcaciesgl ieubp iludlaistteyfeo: 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 
c•OhauirnF  acwusstittehor m 3viz0ies+di b osilnoilltiuynte ioi nns ttdore edlisva eiarleycdr op srrsoi bcmuinsatgj o mrs ahIrnikfdetista .nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisions, swif• Improved detection of lo alizedi tdoreinmg asnodl
tulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg  incmsha. arLkneevgt eprasog.siitnigon oinugr  
s•tsrpaetEceingailheizsae.nd cCeodup uanngd Perrosdtuacnt Ddaintag S ocrfa ppirnogm Sooluttioionnsa ls cpraeprifnogr mtoaonlsc, et.he 
cTli•evh
ent
oSelvt 
 Cgaliineeirnogn mgan
d tthe strategic edge necessary to excel within Coupang's fast-er alignment between digital shelves and 
WTehbe  sicnclriveanepti nsgttoru
rket
 inrgyvgo l
peldace.plvlea swn eintxhit nrmagca.tiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu regiona• Red b Review
l s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu sutleocamekeadrg  rdee evdipeuwe ns tdforoe msnu cbFyooo podtinhmu adbl,e  apla rpiycoiepnugdl a tsrh tfroiarotded-g dpieeaslir.v teTyrh yre epyl pantofeorertdmse..d  a 
c•omSprceahelanbsilvee  dsoaltuati ocno tlole pcrtoivoinde a dcertoasilesd r eingsiigohntss  ianntod q uick-commerce 
Bmy asrckcreatp tidenygn oaremrviieicessw .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.
TTheh icsl iesnttr urecvtouluretiodn iazpedp rthoeairc hap eprnohacahn ctoe psr idciencgi stiorante cgyo nafind einnvcenet ory 
Inmswtaehnaaidlg ee omef ennraetb lybliinyg g im ocpnol enmmseiasnnttueinangl t  dapadetvara fnoccroemldle acGtniroocnce,e  rtyFro aoPcdrkihciuenb g D Raetcav rieoSwscsra  pDinagta  
Ctoecllchehcantinoolnog etihlesrso,.  urgeThhi nissfc orarrepcsiinuglgt ea dDll oewinlsh  afroierzm erea arRkle-atbitmaleei l  aMimccaperrsoksve ettom  Tearn eltansr gdeisn  v omluamrkee ot f 
reSscproanpsiivnegne asss,  par orfietl imaabrlgein isn, taenldl isgubstantial revenue growth.strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for meankcineg  finofuornmdeadt dioecnis. ioBnys .
integrating app-level signals with broader market 
  datasets, organizations build a unified intelligence 
framework that supports forecasting, benchmarking, 
and strategic planning.
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 
pHerofowrm aMncoe bmielteric sA, pmpat cShecs rwaeprei nofgten C oavenr,  Hleaedilnpg  tYoo uuse?r frustration. Our prediction algorithms also failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Brands looking to improve decision-making need practical 
Amdoeptthinogd Mso bthilea At pdpe Sccoradpein pg rSiecrivnicge sp tarattnesfronrms,e pd rothmeior toiopneraalt iobnesh. aWviitohr , 
aacnceds ss totor er eaacl-ttiivmitey, accurate match data, they crafted data-driven strategies that impr.o vBeyd  inthteeigr racotimnpge taitdivvea necdgeed  wanodr kflbooowstse,d  user 
sraetitsafailcetirosn .gain deeper visibility into customer behavior and Introduction
competitive movements. When incorporated strategically, 
IPnu tbheThisl i xfi rDsat tcari cSket season after implementing the service,case studcyr ahpigihnlig hftos r hGorwo coeur yC Poruipcaensg  &P rSodtoucrte  PArincea tlhyes icslient saw:  Scrap ing 
stSreervnicget hrevnoslu tcioantiezegdo ar yc lpieentr'fso mrmarakentc aen,a elynsihs andc epsri ciinvg eonpttiomriyza tion 
•a3Ins2lit%tgrra noitmedgpuyer.oc nvtBteiy,om  nadeenployThe Core C aldtl ei nns 
iunspge pra oednrvtgasan gcaeecmdc eutnertca hdtnueirqi nurgeees  
sgli,v ioew nema aelt mcfhoperosewcearesdt itnhge. 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  
•releq
O21u%
aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fre  rarepdnupccertsoi.o anTc hinhis  d ianctacasl uela dtseetnuscd:yy- 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  
•lecvliUeernnatgdse edtor s Rtdaerianvle-dT  idmcaaetat e-Gbgaroocckreeyrd y p prrPiicrciiicnnegg   dMweoicntishitioo crnions,gn  sswissoiftltuelytni oatn dsian psftri ogtmoh  tmsu.asr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt e• Co p
raogsiitnigon oinugr  
stsrpaetceigamileizpse.adr Ceo ruepanl-gt iPmroedu pctr oDmatao Sticoranpainl gc Shoaluntgioens  sactr aspcinagl e.tools, the 
•TclihIemnetp  Cgraoliinveend  fttohree sctraastetignicg e adgcec uneracecsys aurys itno ge xscterl uwcitthuinre Cdo udpatnag'sse ftas.t-
•TehveIod clveliiennngtti  mfsytar urskgteogtlpreelda  cvwe.Web scraping involves aeitxrhti armatcaitoiinntgas i lnairnffgge  ccaotmminopugent itptsiev oerf f podraricmtian agfr noamcre ow.sse bthsioteuss ainnd asn  
a•uoft oDmSKeaUtcesod d amenad dn niigdeeri.tn aFtiolf yobidnehghu bar evRgeiioovrnie awiln sfl pSurciceriannpgce irnp iasg t dtpeerusnirgsc.n heTdah setoey   hdaeellspco b isusisuoiffneesrse.sde s 
corellveecnt ue leakage due to suboptimal pricing strategies. They needed a •comSpt
 rcree
unstgotmheer nre pvileawnsn frionmg  Fwooitdhh uhbi,s at oproipcu laanr fdo orde dael-litviemrye p slaitgforhensive solution to provide detailed insights into quick-comna
m. 
mlesr.ce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gAagirsno  ctieenrsayi gmchatstsa  sloicngta.ol ev adraiotuass aestpse, cths eoyf  trheeiinr foserrcveic ed, eicncisluioding f rfaoomd eqwuoalritkys,  
dseulivpepryo tritmeeds ,b ayn de cnustomer satisfaction.The client revolutionrizicehd ethde isr igapnparolsa ccha tpot uprriecidng t hstrroatueggyh  aPnudb ilnivxe ntory 
InGmstraeonacadeg eromyf  ePnrreti lcybiinnyg g i mAopnnl eammlyeasnnitusina.g l R deaadttavaai lneccroesldl e tchGtiaroontc ,ea rdyFo ooPpdrtihc uesb t rDuRacetatv uieSrwecsrda p Dinagta  
Cmtoellcoehcnntiiotolnog rtiihnersgo. u mgThho issdc erarlepssi nuagllt seaodll  oewins h fraoernm rceaeark l-catbirmolees  sai-mccpherasosvn etnome eal n pltaser grefino v romluamrnkeec ote f  
rhesrpoongsihve nestsio, pnraofibtl em ainrgtiensll,i ganedn scubstantial revenue growth.strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for mea.king 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 
sItnra ate gdieast a-thdarti veimnp rroevteadi l ethneviri rocnompentitti,v ea cetidognea balned  inbsoiogshtetds  user 
sdaIetnistftearrcomtidoinu.ec tsiuocncess more than intuition. By applying Delhaize 
Grocery API Data Extraction for Market Analysis, businesses 
In the first cricket season after implementing the service, the client 
starTwahn:iss fcoarsme  sftruadgym heignhtlieghdt sg rhoocwe royu rd aCtoau pianntgo  sPrtorduuccttu rPeridce  Scraping 
inSteervlliicgee rnevcoelu ttihoanitz esdu pa pcloierntts's s mmaarkrette ar nparlyicsiisn agn,d o pprticimingi zoepdti mization 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client aTwshsieto• In th C28% oi 
rutdonmarncryem
en
'easas  Ctc
th pald lalennninee iynen dua smienrisc ir geht
gss,  inatno d faster market response cycles.tqeunitciko-nc ortamhtmee 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 
•W1p8reh%fe rrned ncucocetsmi.o nbT ihinis ed adcta aws elai ttshetn uacdydy- rvealxanatemcdei nudes sea rn hcoaowmly ptali aclisen atfsdriangm egrwocoerrky sd seulivcehry  
acOhsa uOirn  mcwunsittihoc mh3iaz0ne+dn  eosnol llGiunterioo ncs tedorreeylisv  Aearnecadro lsyrsot bicmussat,j  oomrr agIrnakdenitai nzin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoif
atlyti oandasp gt atoin m aa rke
unified view of performanc lutions from us to
t  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaenenc ceae c tcrhaoepisras bp idrloitifigietis t maalan radg ninmdsa.  prLkheevty espriaocgsaiitnli gon oinugr  
tsotsrpuaetccehigapileiozse.ind tCso.u Rpaenagd Pyro tdou cttu Drant ag Srcorcaepirnyg  dSoalutati oinst osc rmapeinags utroaoblsl, e the 
mcTlaihernekte  Cgta liiinmeendp atthcet ?s tCraotengnice ecdtg we nitehc eMssoarby itloe e xAcpelp w iSthcinr aCpouipnagng t'so dfaasty- 
Tehveo clving marketplace.Wteob b suclriiealdnpti  nssgctr auinlgvagobllevlde s wi neitxhtte rmallcaigtiinnetgan ilncaierng gse  coaolmmutopiueontnittsiv  oetf a pdirlaioctiarne gfdr oa mctro ow syse obthusiotreu ss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp iab s 
tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
core
uvsiness goals.lleecnt 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/delhaize-grocery-api-data-extracti
on.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.