Mexico Brazil Hotel Data Scraping LatAm 2026
Author : Travel Scrape | Published On : 30 Jun 2026
Hotel Data Scraping in Latin America: The Spanish and Portuguese Language Challenge
Latin America's hotel market intelligence gap is fundamentally a language problem. The majority of hotel properties in Mexico and Brazil — particularly the independent and boutique properties that reveal true market depth — are listed primarily or exclusively on Spanish and Portuguese-language OTAs: Despegar.com (Latin America's largest OTA), Submarino Viagens, Hoteis.com Brazil, and Almundo. Travel Data Scrape's Latin America hotel data scraping platform operates in both Spanish and Portuguese alongside English, extracting property data from 12 Latin American OTAs to deliver a complete market picture that English-only hotel data scrapers cannot provide.
Scraped Data Sample: Mexico Hotel Chain Distribution 2026
| Destination | Marriott | Hilton | Accor | Despegar Total | Growth Rate | Opp. Score |
|---|---|---|---|---|---|---|
| Cancun / Riviera Maya | 34 | 28 | 19 | 847 | +8% | Low |
| Mexico City | 28 | 22 | 31 | 1,241 | +12% | Low |
| Los Cabos | 18 | 14 | 8 | 284 | +15% | Medium |
| Guadalajara | 11 | 9 | 14 | 521 | +9% | Medium |
| Puerto Vallarta | 9 | 7 | 6 | 312 | +11% | Medium |
| Oaxaca | 3 | 2 | 4 | 187 | +22% | High |
| Merida | 4 | 3 | 5 | 198 | +18% | High |
| Tulum | 2 | 1 | 3 | 124 | +31% | Very High |
| San Cristobal | 0 | 0 | 1 | 89 | +28% | Extreme |
| Huatulco | 1 | 0 | 1 | 67 | +19% | Very High |
Source: Travel Data Scrape LatAm Hotel Data Scraping | Extracted from: Despegar.com, Booking.com, Expedia, Hotels.com, Almundo, Google Maps | June 2026
Despegar.com Data Scraping: Latin America's Essential OTA Layer
Despegar.com — Latin America's largest OTA with operations in 21 countries — contains hotel listings, pricing data, and availability information that is materially different from Booking.com and Expedia for Latin American markets. Travel Data Scrape's Despegar.com hotel data extraction pipeline scrapes all Mexican and Brazilian city markets daily, extracting total property counts, average pricing by category, review scores, and availability patterns. For the Tulum market analysis in this report, Despegar.com scraping revealed 124 total hotel properties — versus only 67 visible on Booking.com — demonstrating the 85% coverage gap that Despegar.com data scraping fills for Mexico.
San Cristobal de las Casas in Chiapas scores as an extreme opportunity market in our Latin America hotel data scraping analysis — zero Marriott or Hilton properties, only 1 Accor property, but 89 total properties on Despegar.com and a 28% year-on-year demand growth rate extracted from Despegar search volume data. This combination of zero international chain supply, strong total demand, and 28% growth is the precise market profile that Travel Data Scrape's hotel data extraction platform is designed to surface.
Scraped Data Sample: Brazil Hotel Chain Distribution 2026
| City | Marriott | Hilton | Accor | Hoteis.com Total | Accor Share | Gap Score |
|---|---|---|---|---|---|---|
| São Paulo | 19 | 14 | 48 | 2,847 | 59% | Low |
| Rio de Janeiro | 14 | 11 | 32 | 1,941 | 56% | Low |
| Brasilia | 8 | 6 | 18 | 743 | 56% | Medium |
| Salvador | 4 | 3 | 11 | 487 | 61% | Medium |
| Fortaleza | 5 | 3 | 12 | 512 | 60% | Medium |
| Recife | 4 | 3 | 9 | 398 | 56% | Med-High |
| Manaus | 2 | 1 | 5 | 187 | 63% | High |
| Curitiba | 5 | 4 | 14 | 612 | 61% | Medium |
| Florianopolis | 2 | 1 | 5 | 284 | 63% | High |
| Belem | 1 | 0 | 3 | 124 | 75% | Very High |
Source: Travel Data Scrape LatAm Hotel Data Scraping | Extracted from: Hoteis.com, Submarino Viagens, Despegar.com, Booking.com, Expedia | June 2026
Brazilian Portuguese OTA Scraping: Submarino Viagens and Hoteis.com
Travel Data Scrape's Brazil hotel data extraction platform scrapes Submarino Viagens and Hoteis.com — two Brazilian-market OTAs that contain extensive budget and independent hotel listings not visible on international platforms. For the Belem analysis in this report, Hoteis.com Brazilian scraping revealed 124 total properties versus only 11 on international OTAs — an 11x difference that completely changes the supply-demand picture for this Amazon gateway city. Without Brazilian-language hotel data scraping, Belem would appear to be an extreme gap market; with complete Hoteis.com extraction, it reveals as a market already well-served by local supply but genuinely underserved by international branded chains specifically.
About Travel Data Scrape
Travel Data Scrape provides Mexico and Brazil hotel data scraping in Spanish and Portuguese, covering Despegar.com, Hoteis.com, Submarino Viagens, Almundo, and all major international OTAs. Complete Latin America hotel intelligence via API and custom reports at www.traveldatascrape.com.
Source: https://www.travelscrape.com/mexico-brazil-hotel-data-scraping-latam.php
Original: https://www.travelscrape.com
