KomCrawl Request a sample

Managed hard-target social data

You don't need another API key.
You need the data, finished.

KomCrawl is a managed delivery service for hard-target public social data. You name the exact target. We return structured, deduplicated, language-aware records with provenance and a quality report — and a named person who answers when the target breaks.

Free 500-row sample in 48 hours See how it works

Sample first, price conversation after. Any platform, market, and language.

The problem

Public data can be legal to collect and still be very hard to get.

Difficulty is the product. Platforms change internal APIs and anti-bot behaviour frequently, and success rates collapse exactly on the targets that matter most. Even a working scraper often produces raw JSON in a language your team cannot read.

The crawler broke

An abandoned marketplace actor, an in-house crawler with no owner, or a community tool nobody maintains. The target is already defined and the deadline did not move.

The output is unusable

Raw payloads, duplicate rows, unstable identifiers, no provenance, and no way to tell a real post from spam. Someone has to clean it before anyone can use it.

Nobody is accountable

A tool has no phone number. When a platform changes and collection stops, an API vendor sends a status page. You need a person and a fix path.

One line item should buy target-specific collection, normalization, deduplication, language-aware enrichment, quality control, delivery — and a response when the target breaks. That is what KomCrawl sells.

How it works

A repeatable path from exact target to accountable delivery.

Every engagement runs the same sequence. Nothing starts before the source and legal boundary for that specific target are reviewed and recorded.

  1. 1

    Define the exact target

    Platform, target (keywords, pages, groups, topics, public accounts or hashtags), fields, date range, geography, language, cadence, and delivery format.

  2. 2

    Review the source and the boundary

    Per-target review of platform terms and source permission, recorded before any collection. If a target is not permitted, we say so and stop — we do not work around it.

  3. 3

    Collect the target

    Target-specific extraction from permitted public sources, built for the one target you need rather than a generic crawl of everything.

  4. 4

    Normalize and deduplicate

    One canonical schema, stable identifiers, deduplication, and provenance captured per record so every row can be traced back to its source.

  5. 5

    Enrich, language-aware

    Language detection, then language-appropriate parsing. Sentiment, entity, and spam labels ship with confidence values and a model version — never as bare verdicts.

  6. 6

    Quality-check and deliver

    Validation, exception reporting, and a delivery note covering the quality summary and known gaps. You get the data dictionary with the data, not later.

  7. 7

    Answer when it breaks

    Hard targets change. A named support and accountability path under an agreed SLA is part of the service, not an upsell.

Coverage

Any platform. Any market. Any language.

KomCrawl is global by market and language, and covers any hard public target where data is difficult to collect and interpret. Southeast Asia is a priority opportunity because language-aware delivery there is underserved — it is not a restriction on where we work.

Platforms

Any approved public target: keyword and hashtag feeds, pages, groups, topic threads, public accounts, and equivalent public surfaces on other platforms.

Coverage expands target-by-target on buyer demand, source permission, quality evidence, and unit economics.

Markets

Global. If the target is public and permitted, geography is a parameter of the brief rather than a limit on the service.

Each new market is scoped with its own source and legal review.

Languages

Any language, with detection on every record. Southeast Asian languages are our priority investment area.

Vietnamese Indonesian Thai + any requested language

We scope coverage honestly. If a target is beyond what we can deliver reliably, or the source permission is unclear, we tell you before you commit — not after.

Deliverables

A finished product, not a pile of records.

In every delivery

  • Scheduled structured delivery in the agreed format and cadence
  • Data dictionary describing every field and its meaning
  • Provenance for each record, including source URL/ID
  • Deduplication with stable identifiers across runs
  • Language detection and language-aware parsing
  • Sentiment, entity, and spam labels with confidence and version
  • Quality report with exceptions, rejections, and known gaps
  • A named support and accountability path under an agreed SLA

Canonical fields

The delivery schema is shared across targets, so downstream tooling does not change when a target does.

  • textpost or comment content
  • targetthe exact target the row came from
  • timestampnormalized publication time
  • source_url / source_idtraceable origin
  • languagedetected language
  • entitiesextracted entities
  • sentimentlabel with confidence
  • spam_labellabel with confidence
  • provenancehow and when it was collected
  • quality_flagsvalidation and exception markers

Who it's for

Teams that already know their target.

Stranded teams

Your scraper just died

An abandoned actor, a failing in-house crawler, or an unmaintained community tool. The target is defined, the urgency is real, and the budget already exists.

SEA data needers

You can't parse the language

Brands, research firms, agencies, funds, and AI labs that need Vietnamese, Indonesian, or Thai social data their own stack cannot reliably interpret.

Build-vs-buy

You're hiring a crawler engineer

An approved headcount aimed at exactly this problem. A managed specialist service can replace or defer that line item — with accountability attached.

Agencies & resellers

You need dependable supply

Social-listening and research firms that need a reliable data supply relationship but will not build and maintain crawling infrastructure themselves.

Probably not a fit: if your first and only question is price per 1,000 records, we are the wrong supplier. KomCrawl competes on target difficulty, usability, reliability, and accountability — not on volume pricing. We also decline requests for private or access-controlled data.

The offer

A free 500-row sample of your exact target, within 48 hours.

Before any price conversation. Not a demo dataset, not someone else's target — yours. If we can't do it well, you find out in two days for free.

What we need from you

  1. The platform and the exact target
  2. The fields you actually use
  3. Date range and cadence
  4. Language(s) and market
  5. Delivery format
  6. Any source permission you already hold
  7. What broke, and how urgent it is

We never ask for your account credentials, cookies, session tokens, or logins — for any platform, at any stage.

What you get back

  1. 500 rows from your exact target
  2. The delivery note explaining the run
  3. Schema and data dictionary
  4. Provenance for every record
  5. Quality summary and rejection counts
  6. Known gaps, stated plainly
  7. A recommended next step

The sample is scoped to targets we can collect from permitted public sources.

Start with your target

Get your free 500-row sample.

Give us enough detail to assess feasibility immediately. We will reply by email with the next step.

Your request is saved securely after submission. We do not ask for credentials, cookies, or login access.

Send us one target.

Tell us the platform, the exact target, the fields, and the language. We'll come back within 48 hours with 500 rows or an honest reason why not.

Request a sample [email protected]

No credentials required. No pricing discussion until you've seen your own data.