Coles & Woolworths Fresh Produce Data Extraction for Australia
                     DReraivl-Tinimge  GSrmocearryt P rCicrei cket 
SMStortanriteoeraginmige Fsol riU nZesipnitnog,g B lPinrkitc, Aindg  
EODSthPeeNrc PDcilasretfiicoolirimnvfseso r DWeaditt ah  
HoMSwCcero aaCpsapiunarg aWnbgel ebP  rISomcdpruacpctin g Case Study - A Dual Stratet gy 
FFoodUhsuibn gR Col s & or eviPNriacvee r ScProd
euwct s Data 
SOcrpaWptiomoilzweo Yro
rtahupsr  iFnorgeo sdh  
SDcrealpS
inegr vUiscineg APIs And Web iivnPegrroyd Sutcrea tDeagtya? 
Extraction for 
Australia
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 
Istnrattergoiesd uthact tiimopnroved their competitive edge and boosted user 
saItnisftarcotidonu. ction
Australia's grocery retail sector is evolving rapidly, with 
Icno tnhe ufimrst rc rickeetx season after implThis case study hpigehlcigthattsi ohnosw  ourae rmoenntinCoupadn g the g Profrdesesrvice, the clieucth  Pricep rSocrdaupicnet saw: ng 
aSvearviliaceb rielivtoylu, tiopnriizceidn ag  cltiernatn'ss mpaarrkeetn acnya,l ysaisn adn dp prroicdinugc otp tvimaizraietitoyn  
•s3Ins2ht%tirfra toitmiedngpugyr.oc  vtaBeiytom  ndaeenpt loiuny niunpsger rea edcnvegadangeceenmdt etnedtc  hdpnuiarqincugee sl.i, v Cew eom laeetmsch pe&osw eWreodo the client 
•TInwh ietth oC duoanyrm'esa  Ctcdhyeandlalen es28% increase in u smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcs of Sout
lw
aying comh pK
oorreths 
Fr etiti
av'es  
•2rel1eq
s
%audi
hrine  grosg
P  eri-oncsdwth oitnm
ua nm
c  Da
avt eerrvcaiesg iebp
tillaitt yfEo rxtraction for Australia has emerged  user dmine.tpoo smitsarket pricing trends and consumer 
•a1p8rse% fe arr ednfucoceutsi.on ndT hianis td ioactanas aelal  tsetanupcdypy- rreolxaatecmdhi nu esfseo rr hc oowbm upasl ailinenatesdsinsge sg rosceeeryk idnegliv etroy  
acOhliaugirn  c wutsihtthoe mi3riz0 e+od p osenorlliuantetioi ons ntdosree lisvw eairtechdro  sraso cbmutusataj omlr  asIrnhkdeeita lnfi-n ltmeelvelitegreol npcodelyi,t anenan amabrlieicnags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pt to market acchraonsgse sb, oth major 
from us to 
transform tahnedir  sbigunsiifinceasn
stulyp eerms intenllihgaen
acrek et chains.nce tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
UTcnlihedneet  rCgsatlianendd tihneg s ttrhatee grice eadl-gtei mneece mssaorvy etom eexcnetl  woifth finr eCsohup panrgo'ds ufacset- 
cTeahveto eclvgliienongrt 
imeanrkt
Web scrapii nsetsru ge—gtlplace.g invole vdef swr oeitmxht rm acastieinntagas ilnoairnnggae  clao mmfropuenitittsiv  oeft  podr aictdian agfr ioalymcr  owsvse btghsioeteutssa aibnndl easn   
asuotft oamSpKalUetessd   amn—adn  niderere.n qFtioufyoiidrnhegu sb r eRgmeiovoniearwl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt ue leakage due to suboptim
ea l tphraicnin g csotrnatveeginesti nal market 
survecuysst.o mBerra rnevdiesw sa frreom i nFocordehausbi,n ag ployp utluarr nfoiondg d etli
.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into  qFuriceks-cho mFmrueritcse  
Bamy nasdrckr eatpV idneygng aremtviaicebsw lasen, sdra etniDnagabslt,e a ap nredSc ficseere adpbpriacicnek g of protiAmmu izcsautsirtoaonml iaaecr rso,s tbso ut hsienciera sdpsievtseu rrcsaen  
ggagirrnoa cnienrusyil gachartt sa ploinrgti.oc invagri osusig ansapelsc,t s torfa cthke ira svearvilicaeb, iilnitcylu dflinug cftouoad tqiounalsit,y , 
daelivery tThned c lieid
imes, and customer satisfaction.
nte rnetvioflyu tiodniezemd athnedir  apcpyrcolaechs  tot hpraicti ngd sitrreatcetglyy  anidn flinuveenntocrey  
Inpmsutaernacadhg eaomsf ei nretg ly binyeg  himaopnvl eiommrea.nntuinagl  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 
Wresitphon sfioveonde srs, ptraoifilt mmaorgviinsg, a nsdt esubstastrCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for maadkiil ntial revenue growth.nyg  itnofowrmaerd  daecpispio-nbsa. sed and 
digital channels, Food Delivery App Data Extraction 
 has also become an integral layer in building a 
comprehensive market picture. Accurate data sourcing 
in the fresh produce segment enables smarter shelf 
planning, sharper promotional timing, and more 
responsive category management. This case study 
demonstrates how a structured data intelligence 
approach delivered measurable, real-world impact for a 
growing grocery bran
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 
uTpdhates  Canldi ebansict APIs, which became increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
pAer fomrmiadn-csei zmeedt ricAs,u mstartachlieasn w egrer oocftenry o vebrr, alenad ingw tioth u sear frgusrtorawtionng.  
Onuer tpwreodrickt ionf  aplghoyrsitihcmasl  alnsod  fdaiilgedit atol  sretoflercetf rpolanytesr  afoprpmr,o raecsuhlteindg  uins  
inwcoitnhsi stean t cusleera erx poerbiejenccetsiv aecc: urtaote ly.s“harpen its fresh produce 
Asdtorpatitnegg Myo bilbe yA pp uSncrdapeirnsgt Saenrdviicnegs  traensxfaorcmtleyd  theoirw o peCraotlieonss . Wanitdh  
aWcceosos lwto rtrheasl -tmimaen, aagcecudr apter icminagtc ha ndda ta, vathileayb iclirtayft eadc rdoastas- dtrhiveinr  
storauttelgeitess . thTaht eyim pnroeveedd edth eair  croombpuesttit ivien teedllgige enancde  bloaoyseterd  buusielrt  
saItnisftarction.arounod uCcotleiosn & Woolworths Fresh Produce Data Extraction 
Info trh eA ufirssttr aclriiack teot cseloaseon t haeftseer  igmapplesm seynsttienmg tahteic saelrlyv.ice, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•ITnshttreraotierd guyp.c rtBiimyo ndaerpyl oycinogn caedrn was the inability to track price T32h%e  iCmoprroevement in user en
vgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client 
•2Imnw8 %iotth voi ndeucamnryem'aesas  nCtecdt hisynea n dluaal esmiecnnrisrc oir gesehtqestsusn i tcifinkor-tneco os rtamhht mee specrocomed puelatcinteidv secs adupyben,ca mastitceasgy ioonfgr Si eocsuo tmhi npKeo trireteiava'esl   
•2rtel1ieqm%aud eigrine.ro sgWw  eti-hnc soeitnmat hnamvte eerrrv caiiesgt ie bp wilulaisttayfeos rr dmilne.tpoao fsymit sagrrkeete npsr icsinpgik itnregn disn  panrdic ec odnusuem etor  
•1pw8re%efea rrtehdnueccerts i.o dnT ihisnirs du acptaats iela tsetnucdyy- r elxaatemdi nuesOur customized solutoionns  deolirv erterdo proic
se ar hlc oowmf rpual aitliensat sding grocery delivery 
chain with 30+ online stores across bmusatj omr aIrnkdeita nin
dropping duri
 tmelelitgreonpcoeli,t aenn aabrlein
 
ags  
lpecvrlioeernmatgsoe dtio o nRderaiavll e-T icdmyaecta l-eGbsar,oc ckeetrdhy  ep rPircbiicnrega  ndMdeoc nisiltiaoorncinsk,ge  sdws oifltulhyti eoan dsav pifstr oibtmoi l imtuyas r kettot   
trrceahnsaspnfogrenmsd,   taqhneudiir c sbkigulnysi.ifin Icenastnse tligyn treeanlltihignaengncc eGe  trchoaecpirea brpiyrloi tfiPietrs o mdaanurdgc ienms a.P rrLkieecvte ep rTaorgsaiitncigokn ioinugr   
stsrpaecialized Coupang Product Data Scraping Solutions scraping tools, the Ccoliel
teegsi easn.
Thnet  Cgaliin
d
eed
 
n 
W
tth
oe osltwraotergtihc se dignet on etchesesiarr yo tpoe erxacteilo wniathli nw Coorukpflanogw's  fwasat-s 
Tidehveeo nclvltiieinfingte  msdta reurkgaegrtplyla coen.  as the critical capability nWeb scraping invollevde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian g 
eaecrdoessd t htoou dsarnivdse  from websites in an 
auosftm omSaKarUttesed r a mpnadrn onicdeuer.nr Fetiofmyoidnehgnu tbr  eaRgeniovdnie apwl rsi pcSrcincriagnpg ed rep iasc tidtseeirsonigns.ns e.Tdh 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 
cTohmep rechensive solutimarket dlyient also 
ons otou pgrhovt ideto d etbaeiletdte irn siguhntsd einrtsot aqunidck -croemgmioenrcael  
Byv ascrriaaptiinog
nam
n  reinv
ics a
 iefrwes
n, dra etninagbsl,e  apnrecise price optimsh produced  fdeeedmbaacnkd f raomcr 
izcautsitoonm acrooss meertsr,
s bs thopuosi
enier sdsiverselitane sa ncadn
 
  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
derluivrearyl  taimresa, sa.n dT chuestiro meexr psaatnissfaicotnio np. lans depended heavily on 
Tkhneo cwlieinntg r ewvohliucthio npizreodd tuhceier  acpaptreoagcohr tieo sp rpiceinrgf osrtmrateedgy  satnrdo ningveenstto riyn  
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDing 
tsepchecific geogr
ata 
Collecntioolnog tiherso. ugThh issc 
arpeshuiletesd.  inT o remsaurpkaport thisraping allows for real-tbimlee  aimccpersosve
, incorporating 
 tom ean ltasr gein v omluamrkee ot f 
rAesupsotnrsaivlieanne ssS, uprpoefitr marrgkinest, aPnrdo sduubsctean tCiaal treavleongu eD garotwat hE. xtraction 
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
into their strategy became a high-priority initiative, 
  enabling the brand to benchmark product depth and range 
across both supermarket chains and feed that intelligence 
directly into their growth planning.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prTizeh peoo lCs. hHoawlelveern, igncereasing 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 TSheerv ciclei erenvto lfuaticoenidze ds eav celierantl' si nmtaerkrecto annnaelycsitse adn dc phraiclilnegn ogpetism itzahtaiotn  
cInosttlrlraeotcedgtuiyv.c ely undermined •32% improvtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd ettehcheniirq uesa, bwileit yem potwoe redc otmhepete The Core C allen es nt during live matches
 client 
•c2Inow8 %nitthfi oi nducaneryemn'asats tlecyd hi ynein dua  smiAenriusc ir gsehttqertusnai tcliinkioa-tnco' o srtam htfmeer seecsrochme pelratointidvseuc cadpeyen ,ra emstitacasiy lio nsfg pS aocucotemh .pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
••1p8re%fWe rrietdnhucocetsui.o tn T chinois dn acstaaiss elta etsetnutcd yFy- rruelxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio n delive
irte da nrodb uVsestores across mat gmeatrak ble Prijor Indeita nin tmeleligc  Scraptreonpcoeli,t aenn aabinrleingg as  
lecvlieeSrnuatgspe edtor  mRderaiavrle-kT eidmtaesta  -Gbcaraocckpeeardyb  pilrPirctiicneegs  ,dM eoctnihsitieoorniirns ,g  spwsroiiflctulyitni oagnds a pdftr eotmco i smuioasr nksetot   
trcahnwasnfeogremes,  rtaheneadir c stbiiguvnseiifin cerasanst tlhiyne teernl lihtghaenanccnee   tschtaerpiara tbpeirloigtfiiietcs , m aoanrfdgt einmnsa.  rLkeeevst euprlaotgsiinitniggon  oinugr   
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclie
mnti sgsaeinde dmhe C  th
aer gstirnat eogpicp eodrgteu nneicteiesssa.ry to excel within Coupang's fast-
•TehvePo clevliriening
l
st 
ient
h msatarburkgleegt lpelcda acweWeb scraping involves tei.etxhgt rmoacartyiinn tgap ilnlaiarngnge n caoinmmgopu entiitstsi v oehf  ipdgraihctialny gf r oasmcer onwsse ibthsiiovteuess  ainntdo as n  
auoft omtSiKmaUtesind  agmn,ad n anindeedr.n  Ftiiofnyoi dnhFgu obro eRgdeiov Dnieawel sl piSvrcicerianrpgye r p Dias tadteterasnigss.ne eTtdhs et oyt  haeellsp o lb auscsuikffn eersoesfde  s 
corellveescntt urceu sctlteouamkrearg dree,  vdieuweu s ptfor-o tmsou -bFdooaopdttihemu abl,  apd rpaicotipnaug l asr tfrmoaoteadg kdieeslsi.v  eTrhye ipynl avntefeonerdmteo.d r ya  
comprehensive solution to provide detailed insights into quick-commerce 
marfkoerte dcyanasmting unreliabl , By scraping reviicesw asn, dra etninagbsl,e  apnredc fiseo fptreeedbicn resuacek  ofprotimm izlattiinong  acirncustomerso sso tvheirr sdtivoeck , businesses rcsaen  
gagirno csieintrsyui gachatttisao loningst.o  avsa rwioeusll  aassp efcrtus sotfr athteinirg s eoruvitc-eo, fi-nsctluodcinkg e fvoeodn tqsu.ality, 
d•elivSereya tismoensa, al npdr coudstuocmte rt rseatisfaction.The client revolutionized their nadppsr owacehr eto  pporicoinrgly s ttrraatecgkye adn,d  leinavevnintogry  
Inmstaentahadge e omfb ernraet lnybidnyg  wimoipntlh emomueantn tuinatglh  eda adtfvaoa nrcwcoealdle rcdGti roovnc,ie sryiFbo oiPldriithcyueb  DnRaeeteav dieSewcdsra  pDtinoagt a  
Ctoellcehpcntlioaolnog  tiherso. upgTrhho issmc raoreptsinuogltn eadll o wins  froceram rmeaarkpl-atabimilgee n aismc cpersosv oetomr  ean ltasr gceain tv eomlguaomrrkeye ot  f 
respnontrsiveness, profistrCulciteunretdo  Sduatcac,t eiwoshnsics hS.t margins, and substantial revenue growth. tiso ersysential for making informed decisions.
•
  The client needed an automated, scalable alternative 
that could continuously surface how Coles and 
Woolworths were positioning fresh produce to inform 
both pricing and assortment strategies.
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 
platTforhmes  aSndo tlhue triisoe nof 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 
saTwhW:ise  cadsees igstnueddy  hai ghsltigruhctst uhreodw,  omuru lCtio-cuopmanpgo nPerondtu cdt aPtari cei nStecrllaigpeinngc e 
Sesorvluictie orne vtoaluiltoiorenidz etdo  at hcelie nfrte'ss hm aprrkoedt uacnea lryestisa ial ncda tpergicoinryg,  obputiimlt izaartoiounn d 
•3Ins2t%trra oitmedgpuyr.oc vtBeiyom ndeenpt loiny iunsge ra ednvgaangceemd etnetc hdnuirqinuge sli,v ew em aetmchpeoswered the client Twhtiethh eC  uoonrmpeea rCtactihoanllaeln reealsities of Australia's two dominant supermarket •2In8 %t oindcarye'ass ed iynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2releq
cauh1%d iagrineinsg s e.rowti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8rPe%fre orreddnuuccectsi.oe n T Ihinnis dt aectaasl ielag tseetnuncdycy-e r e lxPaatlemadi tnuesse r hcoowm pal alienatsding grocery delivery cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srsof bomursamtj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecAvlie ernaptgsue rdtop  oRdserieavle--Tb idmuaietla t- Gbardocackeetrday   prPeircniicnveg i rdMoenocnmisitiooernninst,g   swfsoiflctulyuti osanedsda p ftr otmon   muFasrr eketsoth   
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  Frui
stsrpaetcei
tasli zeandgies.d Cou paVnegg Perotdaubclte Dsa taD Sacrtaap ingS Scorlauptioinnsg s crAapuisngtr atloioals, , tthheis  
Tcplihleanettf  Cgoarliminee nd tthaeg sgtraeteggaict edg e nceacetessgaoryr yto- lexvcel lw ithpinr iCcoinupga,n g'ss ftaosct-k 
TevWehabevo  scalvclriielnaang ptbi mansigltirturkygeg,t lplace. involeavden swd ei txhpt rmraocadtiinnutgac ilnta irnsggep  ceaomcmiopfiuecntaittsitv ioeof  npdrsaic tianf rgfor oamcr  owsbseo btthshiot eussC aionnld easn s  
auofta onmSdKaU tWesd o amonadlwn niodeer.nt Fhtiofsyo idnahgcu rbro eRsgesiov nimeawlu s plStricicprianlpege  rsp tiaso tdtreers nilgso.n ceTadh tetioy  hnaesllsp, o eb unssuaiffnbeelrsiesndeg s 
coreltlvehecent  ucbeu srtlaeonamkdea rg treoe v diaeuwce cs teforso mssu  bFcoooopndtishmuoablli,  dapa rpitcoeipndugl  aisr tfroacomprehensive solution to provide detailed insnigthe
otedllg idigeeesli.vn eTcrhyee  pytl ahntrfeooerudmeg.d  a ts into quick-commerhc ea  
Bmys asircnkrgeatpl eidny gin nartemeviircefswa ascn, edra .etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirnoC cieonrsmyi gchpattesa ltoinigtt.oi vvea riPoursi caisnpgec tTsr oafc tkheeirr service, including food quality, 
delivOeuryr t iMmeosb, ainled  cAusptopm eSrc sraatispfaecrti own.as deployed to capture app-
The client revolutionized their approach to pricing strategy and inventory 
m level pricing and promotional data from both Instaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellceshcuntiopolenog rtimhersoa. urgkThhe isstc rcarephsinauglitn eadsll owins   fronerem reaark l-atrbimeleae  l aimctcipemrsosev et.o m Tean hltaissr g eing v aomvlueamr kete hot fe  
rescploinesnivte ndeisrse,c ptr ovfiits mibairlgiitnys, and substantial revenue grstrCulciteunretd  Sduatcac, ewshsic hS tiso ersysent iainl ftoor  mhaokwin gd iingfoitrmale ds hdeeclifo wptrhi.sionsc. es moved 
across categories and regions, enabling faster and more 
  confident pricing decisions aligned with live market 
conditions.
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prizSe epaosolos.n Haolw Tervern, din cArenaasilnygz ecormpetition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threAante ninedte tlhliegire nmta rmkeot nsittaonrdiinngg  alanyd earb biliutyi ltt ot ore dspeotnedc tto s eshaifstionng auls serh ifts 
preifner enfrces.h produce availability and pricing, this component 
used historical pattern recognition and current-cycle data to 
"Ousr previous apupRdaeutegrsfi aoacneda  flbo aDrsw
paroradc-hlo took ignagth einrisnigg hcrtisck.et statistics relied on manual iec mAPaIsn, dw hMicha pbpecearme increasingly inefficient," says the 
cUlienndt’se rDsirteactnord oifn Pgro Wduectb D Sevcerloappmienngt.  "FBoyo tdheh tuimbe  Rwee vuipedwatsed player 
perTfohrmisa nccoem mpeotrnices,n mt actochmesp iwlerde  loftceant ioovner-,s lpeaedciinfigc t op urosedru fcrues tcratitoanl.o g 
Ourd aprtead,i cthioenl pailnggor itthhmes  balrsao nfdai leudn dtoe rresfltaecnt dp lahyoewr  fofrrmes, hre siunlvtinegn tion ry 
incocnosmistpenots uitsieor ne xpedriieffnecerse adc curbaetetlwy.“een metropolitan Sydney, 
AdoMpteinlgb oMuobrnile ,A ppB Sricsrabpainge S, ervainceds  trraengsfiornmaeld  Athueisr troapleiaranti onms. aWrkiteht s, 
accdesirse ctotl yr esaul-ptipmoer, tinacgc utrhaetei r mgeatocgh radpahtai,c  ethxepy ancrsaifotend  stdraatate-dgriyv.en 
stratIemgiesp ltheamt imepnrotveadt itohenir  cPomropectiteives sedge 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 vtBTh e
iyom ndeenpt loiny iunsg advanced techniques, we empowered the client 
• Inw ietth oC duoanyrm'esa  Ctcdhyeandlal meinnisci ge
esr engagement during live matches
28% increase in user rehtqetusni 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 
cTlihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
TehvolvinWebe  scclriean
gt  mstarurkgetplace.ping invgollevde 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 
comThpree henimsivpe lesomluetionnt atot ioprno videw adest ailesdt riunscigthutrse idnt o qaucicrko-scosm mtehrcree e 
Bmy asrkincr
eat dteprin
yna
cgo nre
mvini
cs an
eecwtse, 
d
dra
 en
 tipn
agbhs
le
a, 
 apsen
redc fiss, e
ee dpbriaccek  ofprotimizateach desmi gcnus
ion acr
etdom teors
o,s bs uthsienier sdsievers build ons  cta
en  
gagirno cienrsyi gchatta
he 
s loingt.o various aspects of their service, including food quality, 
delivperreyv tiimouess,  anad ncuds tomdeerl isvaetisrf acptiorno.gressively deeper market 
Thien ctleielnlitg reevnocluet iocnaizpeadb tihleitiri easp.proach to pricing strategy and inventory 
InmstaenUaadng eiomfif enrdet l yDbinyag  timaopn lC emmoeallnnetuicnaglt  idoaadntva a Fncrcoealdlme cGteiroownc,eo rryFo koPdrihcueb  DRaetav ieSwcsra pDinagta  
CtoellcehWc
ntioologe n t
iherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsivesnetassb, lpirsohfiet md arag incs,e anntdr saulbizsteadnt iael xretvreancutei ognro wathr.chitecture 
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.for Grocery Produce Price Tracking Coles and 
  Woolworths, continuously pulling structured product, 
pricing, and availability data from both supermarket 
platforms
Our client, a well-established fantasy cricket platform with five years in the 
indSusttrruy,c htaudr eadrn Veda lai dreaptuitoatnio na nfodr  eEnngargiicnhg mgaemnetp laLya yanedr substantial 
prize pools. However, increasing competition from global fantasy sports 
plaEtfaorcmhs  andda ttah e rpisoei notf  ESwPNacsr icinvfoe rDifiaetad ,S cradpeindgu pbyli ccaotmepde, titorasn d 
thrceoatnetneedx ttuhaelirl ym earnkreitc hsteadnd ibnge faonrde  abbeiliitny gt os ruersfpaocned dt ot osh itfthineg  culsieern t, 
preferences.
ensuring that decisions were made on the basis of clean, 
"OuAtr cuptsriteowvnioaurstbh layep  piInrnofaotcerhml litaogt eigonantch reear itDnhgee lcrir vitchekaertny  s nStaoytisstytice sr arweli eind pount smanual updates and basic APIs, which became increasingly inemfficient," says the 
cUlieTnnhdt’ese rDsirteyacstntoerd moifn Pgruo Wsdeuecdtb D FServcuerliotap pmaienngtd.  "FBVoyeo tgdheh ttuaimbel e Rw eeP vuripiecdweat sedS cprlayperin g 
perSfourpmearnmcea mrkeetrticss , omuattpchuetss  wteor ep ooftwene ro vcero, mleapdainrag ttiov eus evri efrwusstr aaticorno. ss 
Our prediction algorithms also failed to reflect player form, resulting in 
incponrosidstuenctt  ucsaert eexgpoerriieensc,e ps raiccceu rabtaelny.d“s, and regional store clusters 
— giving the client's commercial and procurement teams 
Adothptein gp Mreocbiislee A pmp aSrckraepti ncgo Snertveicxets  tthraenysf onrmeeedd etdhe itro  oapecrta twiointsh.  sWpitehe d 
accaenssd  ctoo nrfiedale-tnime, accurate match data, they crafted data-driven straRteegisesu tlhtast  i&m
cpe r
.
Iomvedp tahecirt 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 
•TInwh ietth oC duoanyrm'esa  Ctcdhyeandlal men es28% increase in usienrisc ir gehtqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.tpoo smitsarket pricing trends and consumer 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieernatgse dto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehvolving marketplace.Webe  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 
BmyT ashrckerea tpc idnoygmn arebmviiinceswe asdn,  dria netntineagblsll,ie g apenrednc cfiseeee  dpsbroiaclceuk  otfiprootinmm  izdcauetsiltoionvm eaecrrreso,ds bs  usthsiigeniner sidsfiievcsea rcsnaetn ,  
gagmirno ceienarsysi gucharttsa bloinlget.o  vaimriopusr oavsepemctes notfs  theair csreorsvisc e, pinrcilcudining  fosodtr aqutealgity,,  
deilnivvereyn titmoersy, amnda cnuasgtoemmere snati,s facntido nm. arket responsiveness.
The client revolutionized their approach to pricing strategy and inventory 
InmstaePnaradigc einomfg e Snrettr lyabitnyeg g iymo Spnhl eammrpeaennntuienagdl  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 
reUspsonsiveness, profit margins, and substantial revenue growth.strCulciteiunnrget d  SCduaotclaec,s ew sh&sic  hSW tiso erosylsweontritahl sf orF mreaskhin gP irnofdorumce d Ddeactias ioEnxst.raction for 
Australia, the team reduced reactive pricing decisions and began 
  proactively positioning key SKUs against competitor benchmarks with 
significantly greater accuracy.
OurI cnlivenetn, at owreyll- eFsotarbelicshaesdt fianngta sIym crpicrkoetv peladtform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prizSe trpuoocltsu. rHeodw evviesri,b iinlictrye aisnintgo  caovmapielatitbioilnit yfr opma tgtleobrnals  faanctarosys ss pCorotlse s 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threaantedn ed Wthoeior lwmaorrkteht ss tanldoincga taiondn sa bilietyn atob lreesdp ondt hteo  shicftliinegn tu ser to 
prefderreanmceas.tically reduce overstock and out-of-stock incidents 
across their fresh produce range. Procurement cycles 
"Oubr epcreavmioues  mapoprreo apchr etdoi cgtaathbelerin, ga ncrdic kceat tsetgatoisrtyic sm raelnieadg oenr sm gaanuinael d 
updates and basic APIs, which became increasingly inefficient," says the 
cUlienncdto’sen rDfisidrteeacntnocrde o ifn inPgr o Wsdeuecatbs Do Senvcaerllo apvpmoielnungtm.  "FeBo ypo tldhaehn tunimibne g Rw eet vhuaipetd waptserde vpliaoyuesr ly 
perfRroeremligeaidnoc oen nam lge tMuriecas,rs kmweaottcr hkTe.rsa wcetrieo onft eGna oivneer,d leading to user frustration. 
Our prediction algorithms also failed to reflect player form, resulting in 
incoBnysi smtenatp upseinr gex gperoiegnrcaesp ahcicu rvaaterliya.“tion in fresh produce catalog 
data, the client's expansion team was able to tailor 
Adoaptaccess
in
ss
g
 o
 rMtombielen At ppd Seccriaspiionng sS ertvoic essp treansfoto real-time, accurate match cdifiatc
r med their operations. With a, rethgeiyo ncaral ftmeda rdkaetats-d.r ivTehni s 
straltoecgiaelsi zethda t aimpprovaecd h thetrira ncsolmaptetdit ivein teod ges traondn gbeoro stcead teugsoer y 
saItnipsftearcrotfidonrum. catniocne in newly entered geographies and higher 
cCuostmompeetri tsiavteis fAawctaiornIn the first cricket season ae nscores tied to produce freshness and fters ims pTlreamnesnftionrgm theed service, the client 
saTwhv:isa rcieastey . study highlights how our Coupang Product Price Scraping 
SeTrvhicee  rebvroaluntdio'nsi zecd oam clmienetr'sc imaal rkteet aamna lysniso wan d oppriceinrag toepdti mwizaittihon  a 
•3Ins2t%trategy. By deploying advanced techniques, we empowered the client Twhec
r o oiCm
dnop
utrrio
c
env
tueio Com
nueasnl,tl e insn tursueecsr teunrgeadge munendte drusrtinagn ldivien mg aotcfh ehsow both major •2In8 %itth oi nducanryem'asas tecd hiynen dua smienrisc ir gehtqetusni tciinko-tnco o rtamhtme superm es
ecrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•releqaudirinesg  ei-ncsotamarnmkt ertvcsies  irbpeillaipttyfo srmiint.tioo nmed fresh produce, enabling faster 21% growth in average user depositsarket pricing trends and consumer 
•1p8re%fae rnrednu ccetmsi.o noT rhineis  d acitanas felao trsemtnucdeyyd- r elxaratemdsi pnueossen rs hcoeowsm pal atolien atsdcinogm gproecteirtyiv dee livperyic e 
cOhaucirn h cclienta
wu
s n
sittgho em3siz0,e +d  ospnorlloiuntmeio nos ttdoioreenlisva elar ecdro asrsoc bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
leveragedto  Rderiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  d
teivciistiy, a d new prMonitoornins,g  swsoifltulyti oandsa pftr otmo  mua
ordkeut ct 
i troductions. s to 
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetKceigaeileizyse.d  HCoiugpahngl Pirgodhuctt sData Scraping Solutions scraping tools, the 
cTlihenet  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.
 
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 
platCfoarmtes gaondr yt-hLee vriesel  Mof aErSkPeNtc rIicnintfeo llDigatea nScceraping by competitors 
threatened their market standing and ability to respond to shifting user 
prefDereelnicveesr.s precise, structured insights through Fresh Fruits 
"Ouar npdre vVioeugse atpapbrloeasc h Dtao taga tShcerriangp incrgic kAetu ssttartaisltiaic,s  erenliaedb lionng  mbarnaunald s 
updtaote st rancdk  bfarseics hA PpIsr, owdhuiche  bpecearmfoer mincarenacsein gwlyi tihne ffiaciceunrt,a" csya yas ctrhoes s 
cUliennCdto’sel erDsir teaacntnodrd  Woifn oPgoro lWwduoectrb tDh Sesv cearltoa pbpmoientnhgt . c "FaBotyeo tgdhoeh rtuyim bae n Rwdee S vuKipeUdwa ltsedv epllsayer 
performance metrics, matches were often over, leading to user frustration. 
OurL pivreedi cPtiroinc ianlggo rVithimsisb aillsitoy failed to reflect player form, resulting in 
inconsistent user experiences accurately.“
Supports agile commercial decision-making through 
AdoGptrinogc eMroyb ileP Aroppd uSccreap iPngr iSceer viTcreas ctrkainnsgfo rmCeodl etsh eair nodp eWratoioonlsw. oWrtithhs , 
access to real-time, accurate match data, they crafted data-driven 
straitdegeinest ifythinatg  pimrpicroev emd ovtheemir ecnotms paentitdiv ep roemdgoe tioannda l bsohoisfttesd  acursoers s 
saItnifsrftaercsothido npu.rcotdiounce subcategories as they occur in real time.
In thSeca filarbslte c Driactkae At rscehaitseocntu arefter implementing the service, the client 
saTwh:is case study highlights how our Coupang Product Price Scraping 
SePrvriocev irdeveosl utidoneipzedn ad aclbielnet,'s  meanrtkert parniasleys-igs randde p ricdinagt ao ptcimoivzaetrioang e 
•3Ins2t%trura oitsmedignpuyrg.oc  vtBeiyoAm ndueesnptt lroinay liuniasgen ra  ednvSgauangpceeemdr metneatc hdrnkuireqintu ge sliP,v rewo emd auetmchepe owCeraetda ltoheg  cliDenatt a 
•TInwh ietth oC ore C allen es
s
28%E ixndutcanryeam'ascas tteicd ohiynen du,a  smienrinsc ir sgehutqetusni tciinko-tnco o rtamhtmee secrocme pelatintidvsec adpyen,a msitcasy ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilula
ri
isttyf
n
eo rr
gm .consistent access to catalog depth, 
product availability ,di neatpono dsmi tpsarrikceitn gp rdicaintga  tarecnrdoss sa dndiv ecrosnesu msteorr e 
•1p8re%fe rrednuccetsi.o nT hinis d actaas ela tsetnucdyy- r elxaatemdi nuesse r hcoowm pal alienatsding grocery delivery 
cOhaufirno  rcwmusittahot ms3i z0ae+nd d os nololliuncteiao tnsi otdonreeslis.v earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlieeUrnatgsse edto   RCderiavle-Ts idmeaetsa -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir  sbigunsiifinceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupang Product Data Scraping Solutions scraping tools, the 
Tclihenet  Cgaliineend tthe strategic edge necessary to excel within Coupang's fast-
Tehveo clvliienngt  mstarurkgegtlpelace.Web scraping involvde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtesd  amnadn nideer.n Ftiofyoidnhgu br eRgeiovnieawl s pSrcicrianpge rp ias tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerdme.d  a 
comprehensive solution to provide detailed insights into quick-commerce 
Bmy asrckreatp idnygn aremviicesw asn, dra etninagbsl,e  apnredc fiseee dpbriaccek  ofprotimm izcautsitoonm aecrrso,s bs uthsienier sdsievse rcsaen  
gagirno cienrsyi gchattsa loingt.o various aspects of their service, including food quality, 
delivery times, and customer satisfaction.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our cOlieunrt ,d aa twa einll-teeslltiagbelnischee dc afpanatbaisliyti ecrsi cskuept ppolarttf oar rma nwgieth o fif vsetr yaeteagrsic i n the 
industry, had earned a reputation for engaging gameplay and substantial 
prize appopollisc.a tiHoonwse vaecrr,o sins ctrheea sfirnegs hc opmropdeuticteio na nfdro gmro cgelorbya rle tfaanilt alasnyd sspcaoprtes .
platCfoarmtes gaondr yt hPee rrifsoe rmof aEnSPcNec rAicninafol yDsaitsa Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
prefCeroemncmes.ercial teams use structured produce data to 
"Ouer vpareluviaotues  awpphriocahc h frteo sgha thfreuriintg  acnricdk evt esgtaetitsatibcsle r ecliaedt eogno rmieasn uaal re 
updpateersf oarnmd ibnagsi c AsPtrIso, nwgheicsht  beacacmroes sin creCaosilnegsly  inaenffidc ienWt,"o osalwyso trhteh s, 
cUliennindt’fseo rDmsirteiacntnogrd  roiafn nPggro eWd udecetb cD iSesvicoerlnoapspm, iepnnrgto.  m"FBoyto itodhenh atuilm bfeo  Rcweues vu,i peadwnatdse ds uplpaypelrie r 
perfnoermgaontciea tmioentrsic sb, amsaetdch oesn  wreerae l omfteanr koevetr ,e lveiading to user frustration. OurP prroedciuctrioenm alegnortit hamnsd a Slsoo ufarilceidn gto reflect p
dlaeynerc efo.rm, resulting in 
inconsistent user experiences accurately.“ Intelligence
Planning teams leverage 
AdoEptxintgr aMcobti lWe Aopop lSwcroapritnhg sS earvnicdes C troanlesfso rmDeadt ath eir caoppearabtiilointise. sW itht o 
access to real-time, accurate match data, they crafted data-driven 
strautengdiees rstthaant di mphroowve d atvhaeiirl abcoilmitpye titaivned  edpgrei cianngd  bsohoisftte d acursoers s 
saItnipsftrarocotdidounuc.tc tcioantegories through different seasons, enabling 
smarter sourcing contracts, better volume planning, and 
In trheed fiurcst dc reicxkpeot ssueareso tno a sftueprp imlyp-dlermiveennti ncgo stth ev oselarvtiilcie, the client saTwhC:iso mcaspee tstiutdivy eh iPgholisgihttiso nhoiwn go uAr sCsoeuspsanmg ePnrotduct Prticye. Scraping 
Service revolutionized a client's market analysis and pricing optimization 
•3Ins2tB%trrar oitaednguyd.c  tBmiyoa ndneapgloThe Cmoprroev eCmeanltl ein
ey irunssge  ura sednevga n es a
cngoceenmdt ietnneutc hdonuuirqsinu gec soli,v mew pem eaettmicthpoeorsw bereendc thhme aclrieknitn g 
•2Inw8 t%itoth oi  ndeucanvryema'asals utecda hiyntene dua  smihenriosc ir wgehtq etuCsni tcoiinkol-tenco so rt amhatmeen secdroc meW poelatointlidwvseoc adrpytehn,as m spitcarsiy cionefg  S aocnuotdmh  pKeortreietsiav'esn  t 
•2rel1eq%aud igrinfreseros
gw  eti-hnc soh pitn
ma mr onavtd 
eerrvcaiesg iebp ilatfuce, ulistye
o rr dmine.suptpopo osmirttsainrkge t pdriecicnigs iotrnesn ds aarnodu ncdon sumpreirc e 
•1p8re%fe rrednuccetsi.o nT hinis d actaas e stupositioning, palcakteangc
dyy- r elxing a
atemdinesdiff uese
 r hcoowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso brmuesnatj tomira atIrinkodenita ,n in tamenlelidtgre onppcoelri,ot amenn oaabtrileionangs  al 
lecvltieeimrnatgisne dtgo   aRdergiavale-iT nidmsatet a t-Gbhareoc ckteewrdy o p rPdircioicnemg  idMneoacninsititoo rnmins,g a srwskoiefltutly ti poanldasa ypeftr rotsmo   tmhuarsro kuetotg  h 
trcahFnarsnufogitrem sa,  ntahdned iVr  sebiggunesiifitnaceabsnsl teliyn  Pteernlilcihgeaen nSccece r tachaeppiiran bpgirl oitSfiieuts p maeanrrdmg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigailized Coupang Product Data Scraping Solutions sc
ararpkiengt s.tools, the 
clEiexnpt ga
esn. sion and Market Entry Planning
eTvhoelv inC
aliineend tthe strategic edge necessary to excel within Coupang's fast-
The cliengt  ms arketplace.WebG srcorawping
tr uingvgollevde sw eitxht rmacatiinntga ilnairngge  caommopuentittsiv oef  pdraictian gfr oamcr owsse bthsioteuss ainnd asn  
auoft omSKaUtes 
tahn dt eiademntsif yainpgp lry regionad manner. Foodhub eRgeiovnieawl s pSrcicli npgr opdauce catalog raper is tdteersnigs.n eTdh etoy  haellspo b ussuiffneersesde s 
corellveiecnntt uceeul slitlegoamekenargc ree v dtieuowe  es tvforoa mslu bFaootopedti hmnuaebl,w  ap  rpmicoipanugrl kaser tftroa ootedpg dpieeosli.rv teTurhyne pyitl ainetfeoser,dm e.d  a 
comidperenhteinfysiivneg s odluetmiona ntod p proavtidtee rdnesta ialendd i ncsoigmhtsp einttiot iqvueic kg-caopmsm tehrcaet  
Bmy asircnkrefaotp irdnmygn  arwemvhiiceesw rasen,  draa entnindagb shl,e o apwnred c tfiosee ee dpxbriapcceak  onfprdoti mmfr iezcaustshitoo npm arecorrsdo,s ubsc uthsienier sdsievse rcgrocery ca e offerin
saegn s  
gaini nintsoig uht
tsa lontain
g.
ptop various aspects of their service, including food quality, delivery times, and ecdus tAoumsetr rsaaltiisafanc trieong.ions.
The client revolutionized their approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
Ctoellcehcntioolnog tiherso. ugThh issc rarepsinuglt eadll owins  froerm reaarkl-atbimlee  aimccpersosv etom ean ltasr gein v omluamrkee ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulciteunretd  Sduatcac, ewshsic hS tiso ersysential for making informed decisions.
 
Our client, a well-established fantasy cricket platform with five years in the 
industry, had earned a reputation for engaging gameplay and substantial 
prize pools. However, increasing competition from global fantasy sports 
platforms and the rise of ESPNcricinfo Data Scraping by competitors 
threatened their market standing and ability to respond to shifting user 
preferences.
"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 
acceInss  Atuos trreaalli-atim'se ,i ntaeccnusraetley  cmoamtchp edtaittaiv, et hgeryo ccerarfyte lda nddastac-adrpivee,n  
strategies that improved their competitive edge and boosted user 
satissftaacytioin.g strategically aligned with how the two dominant Insturpoedrumcatrikoent chains position and price fresh produce is 
In the first cricket season after imp
Thniso  cloasneg estru doyp thiioghnlaiglh tfso rh oawm bouitlr ieomCuesntoup binanrgag n tdhe Prosd.su eCrctov lieces,  &th e client saw: Price Scraping 
SeWrvoicoel wreovorltuhtison Fizreds ah  cPlireondt'su mcear kDeat taan aElyxsitsr ancdt ipornic ifnogr o Aptuimsitzraatiloina  
•3Ins2t%tprra roitomedgvpuyir.doc vtBeeiysom  ndteehnpte loi niy niuntsge rla ledignvgaeanngcceemed  etfneotcu hdnnuirdqinuaget sili,ov enw  emn aeetmcehpdeoeswde rteod  mthea kcelie nt 
•TInwh ie28%tth oC duoanyrm'esa  C in tchdeccirseiaosned siy
eadlln   n tuahsm
einnsi es
aeritc  r 
gehtqetusni tcinto the coare giko-rnco oruamtnmedseerc
m
de 
pelatiti in nred
vsec adpyen,a msicsal marktaey
 ionfg S ocuotmh pKeotrietiav'es  
•2rel1eq%aud igrinerosgw  eti-hnc soitnma namvt eerrvcaiesg iebp ilulaisttyfeo rr dmine.
t data rather 
tpoo smitsarket pricing trends and consumer 
•1p8re%tfhe rraednnuc caetssi.o snTu hinmis d pacttaaiso elan ts eotnurcd yyg- ruelexaatsemsdwi nueosser rk hc.oowm pal alienatsding grocery delivery 
cOhauirn  cwusittho m3iz0e+d  osnolliunteio ns tdoreelisv earecdro srso bmusatj omr aIrnkdeita nin tmelelitgreonpcoeli,t aenn aabrleinags  
lecvlSieertnartguse cdtot u Rdrereiavle-T idmaeta -Gbarocckeerdy  prPirciicneg  dMeocnisitioornins,g  swsoifltulyti oandsa pftr otmo  muasr ketot  
trcahnasnfogrems,  tahnedir 
ds,ig cnoi ntinuous produce data intelligence 
directly s  bupsoi
finceasns tliyn teenllihgaennccee  tchaepira bpirloitfiiets  maanrdg inmsa. rLkeevt epraogsiitnigon oinugr  
stsrpaetceigaileizse.d Coupangr Ptrso dsumcta Drattear S cprraopcinug rSeomluteionnts,  sscrhaapirnpge rt oporlsi,c itnhge , 
cTlaihenetd  Cg maliineoenrde tt hre stpraotengsiciv eed gcea ntecgeossrayry m toa enxacegl ewmitheinn Ct.o uApuansgt'rsa flaisatn-  
Tehvolving marketplWebeS  succlprieaenptri nmsgtr auinrgvkgollevtda  ceesPw rei.toxhtd rmaucactiinentg aC ilnairntggae l caomgm opDuentaittsiva oe f E pdxraicttriana gfcr oatmcior onwss eg bthsivioteuss a innd asn  
auoft obmSrKaUtnesd  asmn adtnh niede era.n Fbtiofiyoliidnthygu  btr oeRg euiovnnieadwl es prSsrcitcrianpnge drp  icas tadteterasnilgso.n geT dhd eteoy p htaehllsp,o  b turssauiffnceekrs esde s 
corellveecnt uceu stleoamkearg ree vdieuwe s tforo msu bFooopdtihmuabl,  ap rpicoipnugl asr tfroaotedg dieesli.v eTrhye pyl antfeoerded a 
comapvraeihleanbsiivliet ys,o la
m. 
utniodn  btoe nprcohvimdea drekt aciloedm ipnseigthittos ri nptoo sqiutiicok-ncionmgm aertc ea  
Bmy aslrcekrveatpe idnly gon afre mgviirceasw nasn,u drla aetrniniatgbysl,e  t aphnraedc tfi sedeer dpibvriaeccesk   ogfproteimmn iuzcaiuntsiteoon mc aeocrrmso,s mbs utehsirencieri sadsilev se rcsaen  
gagirnoa cidenrvsyia gchnatttsaa loigngte.o  avcariouss  absoptehct se sotf atbhel irs hserdvi caen, din celumdiengrg fionogd quality, 
delivAeurys ttirmes, and custThe clienta rleiavonlu mtioanirzk
oemer satisfaction.ed ttsh.eir approach to pricing strategy and inventory 
Inmstaenaadg eomf enret lybinyg  imopnl emmeanntuinagl  daadtvaa nccoeldle cGtiroonc,e ryFo oPdrihcueb  DRaetav ieSwcsra pDinagta  
CtoellceChcnotionolnotg atihecrsto.  uMgThoh isbsc irlarepsi nuAgltp eadpll o wSinsc  froearm preaiarnkl-agtbim lteeo  daimcacpyers otsvo et omd eaisn lctasor gveine v ro mlhuamorwkee  ot f 
responsiveness, profit margins, and substantial revenue growth.
strCulcoiteunrre tdf r Sdeuastchac,  ewpshrsoic dhS utisoc ersy sdenattial  fionrt meallkigineg nincfoer mseodlu dteicoisniosn sc.an 
transform your competitive strategy. Our team brings 
  deep expertise in supermarket data extraction, 
Socuartceg :-o hrytt bpesn:/c/hwmwawrk.minogb, ialenda pmpasrckreatp iinntge.llcigoemn/ceo les-
wdoeolilvweoryr tthasil-ofreds hto-p trhoed Auucset-rdaalitaan- egxrotrcaecryti orent-ail 
aeunsvtirraolniam.penhtp.
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.