Zomato and Swiggy Review Scraping for Brand Insights
                     How Zomato and Swiggy Review Scraping Can
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thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
In this blog, we’ll explore how businesses can extract, analyze, and apply 
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WBhey Znodeamefiuattor sanndt Sswiggy Review Scraping Matters for Brands?
Customer reviews influence decisions. Whether it’s a new restaurant or a 
major QSR chain, consumers often rely on peer feedback before placing an 
order. With over 1 million reviews posted monthly across both Zomato and 
Swiggy, scraping this data helps build a dynamic feedback system.
Between 2020 and 2025, the online food delivery market in India is expected 
to grow at a CAGR of 12%, reaching over $25 billion in GMV. In this landscape, 
Zomato and Swiggy review scraping is more than just a data collection tactic—
it’s a competitive intelligence weapon.
Table: Year-on-Year Review Volume Growth (India)
Year Zomato Reviews Swiggy Reviews Total Growth
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article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
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into the realm of data-driven insights with TripAdvisor scraping.
Scraping Restaurant Reviews for Competitive Insights
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For example, a pizza chain using Zomato and Swiggy review scraping found 
that competitors in the same region were consistently praised for quicker 
delivery and cleaner packaging. These review sentiments prompted 
operational changes that improved NPS by 18% in three months.
Table: Top Complaints by Category – 2023 (Scraped Review Data)
Complaint Type Swiggy % Zomato %
Late Delivery 32% 27%
Food Temperature 21% 24%
Incorrect Orders 19% 22%
Packaging Issues 15% 13%
Rude Behavior 13% 14%
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article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
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into the realm of data-driven insights with TripAdvisor scraping.
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RGeusiRtdaeeusrtanutrsant Data – A Detailed GuideBenefits
Using AI-driven text analytics, brands can transform raw Zomato customer 
reviews and Swiggy review data into actionable dashboards. For instance, a 
leading North Indian food chain detected a sharp increase in negative reviews 
tied to one packaging supplier—an insight that would be missed without 
consistent scraping.
Table: Sentiment Score by Quarter (Sample QSR Chain)
Quarter Positive % Negative % Neutral %
Q1-2023 64% 22% 14%
Q2-2023 61% 25% 14%
Q3-2023 69% 18% 13%
Q4-2023 72% 16% 12%
IThnIentsetr ironosdigdhutusc hctetlipoi imnprove brand perception using review data and empower 
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cgteionnc e 
lUisetminpgo.lwoercs kretianilergs t ot chraeft  a Proobustt eprnicintgi astrla:te gTy, hboelste ring sales, enhancing profit 
cOhmuaral lcregonimngspe,r esah. neUdn sifnvoegs t geauruiindtgeo  mdceualsvtiteosm nien rt o lothlysea  latiny.t driMc paortreoe xoavirte sro,  fe aun tsilduizaritneags- d thrhiivege hZno amecCacotuomr aAmcPeIy r tcaoe n sdcpr raicpien g 
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tTroerpntdiimsp, itzhaAitsi ogdnu iavdnedi w siolllo isdeifirve esD a sr aeytoatuilrea cr'osm ppoassitsio in itnh eth weo fireldr coefl yd actoam epxetrtaitcivtieo ne.Commerce arena.
Amidst TripAdvisor's vast sea of information lies a treasure trove awaiting extraction, 
Waen awlyilsli sn, aavnigda itnen othvarotiuvgeh p trhesee ninttartiicoanc.i eFso ro tfh Zoosem iant ot hSec rtaopuerirs,m u,n hcosvpeirtianlgit yi,t so rc tarpaavbeill istieecst otros , 
phroavrnidees siynogu  TrwipitAhd vriiscohr,  draetaal -tpimroev erse sintavuarluaanbt led afotar . mForonmito rsincgra pcionmg peretisttoarusr antd  dseutpapilosr titnog  
asctcreastesignigc  cbuusstionmesesr  rdeevcieiswiosn, so.u Tr hde taTriliepdA dgvuisidoer  eSncsruarpeesr  thfaacti lyitoaut ehsa rsneeasms ltehses  fualnl dp ortaepnitdia lw oefb  
thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
Top Tools for Zomato Review Data Extraction:
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•RGBeBeuesaniutdtieafeufiulStrouspn (fotrs HTML parsing)
tailed Guide
• Puppeteer (JavaScript-heavy content rendering)
• Actowiz Scraper API (real-time data pipelines)
Workflow Example:
Step Tool/Method
Request Handling Rotating Proxies
Data Parsing XPath/Regex
Sentiment Engine TextBlob/VADER NLP
Output Format CSV / JSON / API
These tools automate the process of Web Scraping Zomato Datasets and offer 
end-to-end customization for region, language, cuisine, or specific keywords.
For businesses with no coding background, Restaurant Data Scraping Services
I onIffnetrtrerod obdyd uAucctoctwtiiozi cnan handle everything from setup to delivery with mTohinisi mblaogl  owviellr hpreoavdid.e a comprehensive overview of datasets, including their definition, Ldeiffvenreangtin tgy ptehse  oafp dparotapsreiattse, aAnPdI  mstaraketesg siecrsa fpoirn gm TarxipimAdizvinisgo rt hoen  vaa luaerg oef  sdcaatlae. a straightforward 
taIns kt.h eY oduyn admoinc' tl anndesecda peto o f peoCsosemsms eracdev, apnrciceidn g csotrmapteugtey rs tasknidllss  patora maocuhinetv, ee sptheicsi.a llyO ufor r 
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mmilulisotn a dloecpattliyo nesm, p1lo byillion reviews, and support for 29 languages. As of 2022, when the is insatiable. As food  ceonmtpheutsiitaosrt sp riacned t rabcukseinrse stsoe sst asye aehke athde.  latest insights into menus, 
cuBmy ulelavteivraeg rinegv ierewtsa ils udraptas scerda ptihneg  otenceh nbiiqlliuoens ,m baurskin, eits sbeesc caamne c oelvleidcet ncto mthparte hTreipnAsidvvisor's reviews, and more, the Zomato API emerges as a powerful tool for scraping this invaleu arbeltea il 
Tmdeatticau, loffuse rignagz ein swigohutlds  isnoton t hceo vberro aedveerr ym arerksteain tu'sr apnrtic, inhgo tlealn, dvsaccaapteio. nS urecnht aplr,i coer  inatetrlalicgteionnc e 
lUhfoerm Baletoionnce. fiktsi nofg Sc rtahpieng  Food Delivery Reviewsisetminpgo.wers retailers to craft a Proobustt eprnicintgi astrla:te gTy, hboelste ring sales, enhancing profit 
Omura crgoimnsp,r eahnedn sifvoes tgeuriindge  dceulsvteosm ienrt o lothyea ltiny.t riMcaotree oavrte ro, f au tildizaitnag- dtrhivee Zno meCaotom AmPeI rtcoe  scprraicpien g 
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foIond  ebslsoegngceer,  suetailriczhiningg  af orc ofmrepseht ecnotn tceonmt, poert itao rd aptraic e nthraucskiaesrt  feaacgileitra tteos  eexffpelocrteiv ec ulpinriacriyn g 
otTrffoerpentdrii msdp, ietzhaAeitspi ogd niun iavsdniegdi w hsitol llo isndeitfirove  escD ua sr aetytoatmuilrea ecr'ors m pproeassiftesio rine nitnhc eteh wse,o  fireldr couefl rydr aicntoagm e pixsetsrtuaitcievtsieo,  nem.Coemnmu efracveo arrietneas., 
Amidst TripAdvisor's vast sea of information lies a treasure trove awaiting extraction, 
aWnaend a wplyirlslii csn,i anavgnigd ea ixtnepn eothvcartotaiuvtigeoh p ntrshe.se eI tnin tatarltsiicooan ch.i eFesol pro stfh  Zwoosiemt hian tl oot hSceac rtlaiozpueerdirs, m u,n ahcroksvepeitirtiannlgigt y.i,t so rc tarpaavbeill istieecst otros , 
phroavrnidees siynogu  TrwipitAhd vriiscohr,  draetaal -tpimroev erse sintavuarluaanbt led afotar . mForonmito rsincgra pcionmg peretisttoarusr antd  dseutpapilosr titnog  
asctcreastesignigc  cbuusstionmesesr  rdeevcieiswiosn, so.u Tr hde taTriliepdA dgvuisidoer  eSncsruarpeesr  thfaacti lyitoaut ehsa rsneeasms ltehses  fualnl dp ortaepnitdia lw oefb  
thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
Key Advantages:
•EHxGoteorw-ata rctgetotie ndE cgffam eIpnacifgtnoi ivrmmeprloyave tmUieonstne  fCroommp TertipitAodr vPirsior: •AW OGpheuaraHititdo onaeawrl  ftee oet doD bSa acUckt r(sdaaeeslip veZeirtnyo spgmartnaet
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•RGeusiRtdaeestaurant Data – A Detailed GuideBBerannde cfiruistirs sdentetctison
Example: Top Keywords from 1M Reviews (2024)
Keyword Frequency Sentiment Weight
"cold food" 23,100 -0.8
"on time" 35,900 +0.7
"bad packaging" 12,000 -0.6
"tasty biryani" 28,500 +0.9
These insights are crucial for brand monitoring with review data, especially 
when launching new locations or scaling cloud kitchens.
Compliance and Ethical Considerations
IWnIhntentr reonodgadugiuncgct inti oiscnraping restaurant reviews, it is essential to follow legal 
Tohisn blog will provide a comprehensive overview of datasets, including their definition, aLdneiffvde reeatnghtin itcgya ptleh dse  aoatfp adp arpotrapasreicattitsec, eaAnsPd.I   mTstharakiset esign siceclrsua fpdoiren gms  TarrexipismApdiezvicnistigo nrt hgoe ns  viata elua ertge oerf m sdcasat laoe. fa  usstrea,i gehntfsourwrianrdg  
ntaIons  kpt.h reivY odauytn ea dumosince' trl a dnnadesteacda  ipset oc o ofl pleeoCscostemsdms ,e racndevd, a pntrhciceriodn gtt clsiotnrmagpt eruegteyq rus teasskntidlslss  t poat oraa vmaoociduhin eptv,l eae tfsptohericsmi.a l lyO ufor r 
IcWdonimgiptarel hsetonrseivfreo,n ts. sMteopd-ebryn- sctoenps umegrusid aer e diissc erndinegs,i gonfteedn  pritoor itizinwga lpkr ice ycooum partihsroonu agsh  a depixsitvrruothtpratil aosotnetdacting dp. a uibescta ffro rtae ip oDom TruiprcnAhda tasvsiisnogr.  uTshe ating allu? ursee ro-ffr iseencdulryi nwge tbh sec rbaepsitn gd etaolosl .and most competitive 
Inp rtihcee sd ydnriavmesic  twhiosr lbde ohfa vdiiogri.t aCl ognassetqrouneonmtlyy,,  aw hseigren ificucalinnta rpyo drteioling hotsf  oannldin dei nsihnogp epxeprse raiecnticveesl y 
TerinpgAadgveis oinr  psrtiacned ms oonuitto raisn ga a cproowsse rvhaoruiosues  wpiltaht foarnm se.x Rteencsoigvne databa e comprisi g over 8 
Aarcet oinwcrieza sfoinglolyw exsp bloerestd  panradc ctiecleebsr:ated online, the demand f
izoirn gu pt-htios- dtraetned r,e osntaliunrea nret tdaailtear s 
mmilulisotn a dloecpattliyo nesm, p1lo by ilclioomn preetvitioerw psr, icaen dtr ascukpeprso rtto  fsotra y2 9a hleaandg.uages. As of 2022, when the is insatiable. As food enthusiasts and businesses seek the latest insights into menus, 
cuBmy ulelavteivraeg rinegv ierewtsa ils udraptas scerda ptihneg  otenceh billion mark, it became evident that TripAdvisor's reviews, and more, the Zomato API emerngieqsu eass,  ab upsoinweesrsfuels  tcoaonl  fcoor llseccrta pcionmg ptrheish einnvsiavleu arbeltea il 
mdeatticau, loffuse rignagz ein swigohutlds  isnoton t hceo vberro aedveerr ym arerksteatu'sr apnrtic, inhgo tlealn, dvsaccaapteion rental, or a traction 
•information.
. Such price intelligence 
lUisetmiPnpugo.blwoliecrc-so krneltyia nidleargst at  ost ccrharapefti n ag Proobustt eprnicintgi astrla:te gTy, hboelste ring sales, enhancing profit 
•OmurNa crogoi mnlosp,gr eianhne odn rs ifavoecs tcgeouriuindnge t  dcseuclsvrtaeospm iiennrtg o lothyea ltiny.t riMcaotree oavrte ro, f au tildizaitnag- dtrhivee Zno meCaotom AmPeI rtcoe  scprraicpien g rAeasptdapurovrancaht  denantsau.ra eWsg hceotemhepsre ty itoivue'rfne e asSs r, ecwsitrtahua drayptneauimrn isct grpivrii cnign gt ob eucnodmeirnsgta indc reyaosuirn gcloym pprevtiatolerns,t .a 
•foIond1  e0bs0lso%egng caeenr,  osunetayilrmiczhiniizngeg d af, o rc ofmrepspehlt ieacnontn tt ceponimpt, epoelirtn itaeo srd aptraic e nthraucskiaesrt  feaacgileitra tteos  eexffpelocrteiv ec ulpinriacriyn g 
tTroerpntdiimsp, itzhaAitsi ogdnu iavdnedi w siolllo isdeifirve esD a sr aeytoatuilrea cr'osm ppoassitsio in itnh eth weo fireldr coefl yd actoam epxetrtaitcivtieo ne.Commerce arena.
Amidst TripAdvisor's vast sea of information lies a treasure trove awaiting extraction, 
Waen awlyilsli sn, aavnigda itnen othvarotiuvgeh p trhesee ninttartiicoanc.i eFso ro tfh Zoosem iant ot hSec rtaopuerirs,m u,n hcosvpeirtianlgit yi,t so rc tarpaavbeill istieecst otros , 
phroavrnidees siynogu  TrwipitAhd vriiscohr,  draetaal -tpimroev erse sintavuarluaanbt led afotar . mForonmito rsincgra pcionmg peretisttoarusr antd  dseutpapilosr titnog  
asctcreastesignigc  cbuusstionmesesr  rdeevcieiswiosn, so.u Tr hde taTriliepdA dgvuisidoer  eSncsruarpeesr  thfaacti lyitoaut ehsa rsneeasms ltehses  fualnl dp ortaepnitdia lw oefb  
thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
Compliance Checklist Table
EHxotrwactinPracticeH toow E
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AWT rGFaholu
 to Use
lcoawikst dRo ebaeortsr .stxtet:o  OD Sapcterarasap
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pslsiev  aen d 
RGeuAsvioRtidsa eReautse Ortvearlonuadtrsant Data –Y eAs  Detailed Gu
di de
Benefits
No PII Scraping Yes
Source Attribution When needed
Following ethical practices ensures your Customer Review Scraping
 operations remain sustainable, trustworthy, and legally sound. It strengthens 
brand intelligence without risking integrity.
How Actowiz Solutions Can Help?
At Actowiz Solutions, we offer enterprise-grade tools for Zomato and Swiggy 
review scraping that are fast, reliable, and compliant. Our custom dashboards 
and APIs are designed to streamline review scraping for brand intelligence 
across multiple geographies and languages.
InInttrroodduuctiWhether you'cret laiuonnTohisn blog will provide ac hcionmgp irne hae nnseivwe  coivtye rovire wtr aocf kdinagta speetsr,f oirnmcluadnincge  tahcerior sdse finition, hLdueiffvnedrearngetidn tgsy  potehfse   oaufp dtplareottapssr,eia twtse,e aA ndPdIe  mlsitvaraeketres:g siecrsa fpoirn gm TarxipimAdizvinisgo rt hoen  vaa luaerg oef  sdcaatlae. a straightforward 
taIns kt.h eY oduyn admoinc' tl anndesecda peto o f peoCsosemsms eracdev, apnrciceidn g csotrmapteugtey rs tasknidllss  patora maocuhinetv, ee sptheicsi.a llyO ufor r 
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•mmilulison locationsis iCnsota matidapebpeletti.ly ti Aevsm, p1lo by ilclioomn reviews, and support for 29 languages. As of 2022, when the e  fbooedn cehnmtpheuatsriitkaoisrnt spg r iadcnead st rhabbcukoseianrser dstsoe sst asye aehke athde.  latest insights into menus, cuBmy ulelavteivraeg rinegv ierewtsa ils udraptas scerda ptihneg  otenceh nbiiqlliuoens ,m baurskin, eits sbeesc caamne c oelvleidcet ncto mthparte hTreipnAsidvvisor's 
•reviews, and more, the Zomato API emerges as a powerful tool for scraping this inval
eu arbeltea il 
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gence 
lisetminpgo.lwoercs kretianilergs t ot chraeft  a Proobustt eprnicintgi astrla:te gTy, hboelste ring sales, enhancing profit 
Omura crgoimnsp,r eahnedn sifvoes tgeuriindge  dceulsvteosm ienrt o lothyea ltiny.t riMcaotree oavrte ro, f au tildizaitnag- dtrhivee Zno meCaotom AmPeI rtcoe  scprraicpien g 
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Waen awlyilsli sn, aavnigda itnen othvarotiuvgeh p trhesee ninttartiicoanc.i eFso ro tfh Zoosem iant ot hSec rtaopuerirs,m u,n hcosvpeirtianlgit yi,t so rc tarpaavbeill istieecst otros , 
Rpheroasvrtniadeues rsaiynnogut   TDrwiapittAhad  vSriisccorhra,  pdriaentaagl - tSpimreorevv eirsce esinstav uanrluadanb tB lerd aafnotard .  mMForoonminto itrsioncrgrai npcgion mgw piertehtist toRareusr vainetdw  d sDeutpaaptilaosr. titnog  
asctcreastesignigc  cbuusstionmesesr  rdeevcieiswiosn, so.u Tr hde taTriliepdA dgvuisidoer  eSncsruarpeesr  thfaacti lyitoaut ehsa rsneeasms ltehses  fualnl dp ortaepnitdia lw oefb  
thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
Conclusion
EHxotrwa cttoi nEgff eIncftoivrmelya tUiosne  fCroommp TertipitAodr vPirsiocre:  
IAnW t hGeh duaigHititda olae awgr ete , otc uoD sSt oaUcmtresarae ospp eiZniitnosngms? a  rDa-e  ytaAoout r aC Ab roafPnrmdIo’ st pmloourd  eHSeshtco verotnaiceepsl. sPielva  tfaeorms 
likTer ZaomRcaketoes ar
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ntdsa S:uw Oirggapy noeffter raD utnapiaotraanll ea–le ld A Gac cDuesiesd ttoa areniallc-etiemd e a Gsennutidmi denet—but 
oRGBnleyeu isfn iytdoeaue fiukntrosw nhotws to tap into it.
With ethical, structured scraping methods and actionable analytics, you can 
turn reviews into results. From online food delivery sentiment analysis to 
operational improvements and brand defense, Zomato and Swiggy review 
scraping is essential for modern brand success.
Let Actowiz Solutions empower your business with powerful review scraping 
for brand intelligence and unlock new layers of customer understanding. 
Contact us today to start your journey toward smarter, data-driven branding! 
You can also reach us for all your mobile app scraping, data collection, 
web scraping , and instant data scraper service requirements!
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Amidst TripAdvisor's vast sea of information lies a treasure trove awaiting extraction, 
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thsicsr arepsinogu,r coeff.ering the most straightforward route to consistently obtaining data at scale. This 
article delves into the myriad benefits of scraping TripAdvisor, shedding light on how this 
process can be initiated, including exploring the initial steps involving API utilization. Dive 
into the realm of data-driven insights with TripAdvisor scraping.
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Tohisn blog will provide a comprehensive overview of datasets, including their definition, different types of datasets, and strategies for maximizing the value of data.
In the dynamic landscape of eCommerce, pricing strategy stands paramount, especially for 
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indfoartma,a toiffone.ring insights into the broader market's pricing landscape. Such price intelligence 
empowers retailers to craft a robust pricing strategy, bolstering sales, enhancing profit 
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We will navigate through the intricacies of Zomato Scraper, uncovering its capabilities to 
provide you with rich, real-time restaurant data. From scraping restaurant details to 
accessing customer reviews, our detailed guide ensures that you harness the full potential of 
this resource.