Market · Thailand

Web Scraping Services in Thailand

Thai script is where most vendors quietly break. We keep the original and match on something else.

Actowiz Solutions provides managed web scraping services to Thai businesses across marketplaces, delivery, travel and property. The technical characteristic that shapes Thai engagements is Thai script: it has no spaces between words, which breaks tokenisation, title matching and most off-the-shelf text handling — so we match on identifiers, attributes and images instead.

Thai listings look fine in a browser and behave badly in a pipeline. The failures are quiet, which is why a vendor's Thai coverage is worth testing on your own products before you commit.

Get a free sample See market specifics

Free pilot on your own sources, returned in 24 hours. No card, no trial clock — and you keep the sample data either way.

Where we are

Actowiz Solutions operates from Albany, New York and our development hub in Ahmedabad, India. We have no local entity in this market, and we say so rather than implying a presence we do not have. Contracts are with the US or India entity, and IST working hours overlap the local business day almost entirely.

Our Data Powers

B2C Marketplace

amazon

D2C + Marketplace

NYKAA

D2C + Marketplace

Walmart

FMCG Marketplace

udaan

Food Delivery

Uber Eats

Quick Commerce

blinkit

Taxi Aggregator

Uber

E-Commerce

Tmall

Thailand specifics

What is different about working in Thailand

The compliance regime, the sources and the practicalities that shape how an engagement here is actually scoped.

Privacy regime: Thailand PDPA, closely modelled on GDPR, with consent and cross-border transfer provisions
Our position: No personal data collected anywhere, so the consent questions do not attach to our collection
The technical feature: Thai script has no word spacing, which breaks tokenisation and title matching
How we match: Identifiers, normalised attributes and perceptual image hashes — not title similarity
Currency: THB, with FX stamped per observation
Our offices: Albany, New York and Ahmedabad, India. No local entity

Demand pattern

Most requested services in Thailand

Ranked by how often Thailand clients ask for them, with the market reason behind each.

Shopee data scraping →

A leading marketplace in Thailand, with voucher stacking and per-variant records rather than a listing-level price.
Lazada data scraping →

The other major marketplace, where cross-platform comparison needs one schema and a shared product identity rather than two feeds.
Travel & hospitality data →

Hotel rates and availability across a market where inbound tourism drives sharp seasonality and rate plans differ by source market.
Food & restaurant data →

Menu, price and availability across delivery platforms, at district level in Bangkok where coverage and pricing both concentrate.

These are the most common starting points, not a limit. All 109 services are available in Thailand.

Thai script, and why title matching fails silently

Thai is written without spaces between words. That single fact causes more quiet failures in a data pipeline than anything else in this market.

Tokenisation breaks. Most word-splitting assumes whitespace, so a Thai title becomes one enormous token or is split at arbitrary points.
Title-similarity matching produces false positives, because two unrelated products can share long character sequences without sharing meaning.
Search and filter logic built on tokens returns results that look plausible and are not.

What we do instead

Product matching runs on identifiers where they exist, normalised attributes where they do not, and perceptual image hashes as a weight. Title text is retained exactly as published and used as evidence rather than as the matching signal.

We report the match rate on your own Thai product set in the pilot, because it differs from the rate you would see in a Latin-script market and you should see the real number rather than a site-wide average.

What we do not do

We do not transliterate into the observation field, and we do not machine-translate into it. Both produce text that looks like an original two weeks later, and Thai brand names transliterate inconsistently enough that the result is not reliably joinable.

Bangkok and everywhere else

Thailand shares a pattern with Malaysia: commercial activity, delivery coverage and price competition concentrate heavily in one metropolitan area.

Delivery and quick commerce serve Bangkok densely and provincial centres partially.
Promotional intensity in Bangkok is not what a merchant in a provincial city experiences.
Tourism seasonality affects coastal and island markets on a completely different cycle from the capital.

We record district or zone on every observation and design the panel with you. For most Thai engagements a Bangkok district panel plus two or three provincial centres and, where relevant, a tourism market answers the question far more honestly than a national average.

On travel specifically, inbound seasonality means a hotel rate series without the observation date and the stay date recorded separately is close to uninterpretable. Both travel with every record.

The 24-hour sample — run on your sources, not ours

Before you commit to anything, we run collection against your own Thailand sources and send you the output. If the coverage is not there, the sample shows you that too — which is the point of running it first.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Service commitments are identical in every market

Pilot within 24 hours, production live in 5–10 business days, 99.5% on-schedule delivery measured monthly, source breakage triaged the same business day, schema validation plus sampled human QA on every run, a named engineer rather than a ticket queue, and full historical export on request with no exit fee. These are contractual and appear in the engagement document.

See the full commitment table →

FAQ

Web scraping in Thailand: frequently asked questions

Including the questions about where we are based and how compliance is handled.

No local entity. Actowiz Solutions operates from Albany, New York and Ahmedabad, India. THB or USD invoicing is available and contracts are with the US or India entity.

It is closely modelled on GDPR, with consent and cross-border transfer provisions. It governs personal data, and we collect none in any market.

That exclusion predates the Thai PDPA, so the consent and transfer questions do not attach to our collection. What remains concerns your own processing, and we supply a methodology document and DPA before signature so your counsel can assess our method directly.

Thai is written without spaces between words, so tokenisation breaks and title-similarity matching produces false positives — two unrelated products can share long character sequences without sharing meaning.

We match on identifiers, normalised attributes and perceptual image hashes instead, and retain the original title as evidence rather than using it as the matching signal.

Not into the observation field. A transliterated or translated title becomes indistinguishable from an original within weeks, and Thai brand names transliterate inconsistently enough that the result is not reliably joinable.

Where you want translation it arrives as a separate field with the engine and date recorded.

A designed panel, almost always. Delivery and quick commerce serve Bangkok densely and provincial centres partially, so a national average blends served and unserved geography.

Bangkok districts plus two or three provincial centres, and a tourism market where relevant, usually answers the question better and cheaper than national coverage.

Lower than in a Latin-script market, and we report yours specifically in the pilot rather than quoting an average. Categories with identifiers match well; descriptive categories match less well.

Seeing the real number on your own product set before committing is the point of the pilot.

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

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1 min

★★★★★

"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"

Thomas Galido

Co-Founder / Head of Product at Upright Data Inc.

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2 min

★★★★★

"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."

Iulen Ibanez

CEO / Datacy.es

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1:30

★★★★★

"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."

Febbin Chacko

-Fin, Small Business Owner