CASE.01 / Insight / SYNTHETIC

Map the China market before comparing competitors

A synthetic B2B AI team tests China market entry. The case shows how local products, platform-native capabilities, agencies, and workflow substitutes become separate evidence pools.

DATA DISCLOSURE

This article uses a fictional scenario and synthetic material to demonstrate a workflow. It does not represent a real client, company, project, or market result.

01 / DECISION BEFORE OUTPUT

Build a China competitor landscape for an AI marketing workspace before choosing a local category, partner model, and sales narrative.

Decision to support

Which local options can replace the product, which platforms can absorb its core job, and which companies are only useful references?

02 / INPUT FILE

Put source material and constraints on the table.

Available material

Global product brief, assumed China ICP, and four familiar global competitors

Market scope

Mainland China, public evidence, and a twelve-month time boundary

Business use

Entry thesis, local positioning, and partner conversations

Key constraint

A translated feature list is not evidence of local competition

MINIMUM INPUT
  • One-sentence product definition and delivery model
  • Proposed China buyer, user, and core job
  • The entry or positioning decisions the research must support
  • Known local and global candidates, including agencies or platforms
STARTING PROMPTUse $research-competitors

Map the mainland China competitor landscape for this B2B AI marketing workspace. Discover Chinese products, platform-native capabilities, agencies, and substitutes before comparing. Use dated evidence, keep unknowns visible, and finish with implications for entry and positioning.

03 / EXECUTION TRACE

Preserve the work trace, not only the answer.

  1. 01

    Turn a broad scan into an entry decision

    The team began with a list of familiar global names. The skill first defined the China buyer, core workflow, procurement path, and three decisions the landscape needed to change.

  2. 02

    Discover through local routes

    Chinese-language queries, platform ecosystems, local directories, agency offers, and workflow alternatives produced a wider candidate pool than English searches alone.

  3. 03

    Classify before comparing

    Candidates were separated into structural direct competitors, platform-native capabilities, segment specialists, agencies, substitutes, references, and a watchlist.

  4. 04

    Translate evidence into market choices

    The final view changed the proposed category language, identified two proof gaps for enterprise buyers, and moved platform bundling into the entry-risk register.

04 / OUTPUT EXCERPT

The deliverable should make judgment visible.

DIRECT

Structural competitors

Overlap in buyer, core job, procurement path, and plausible replacement decision.

PLATFORM

Platform-native capabilities

Narrower tools with first-party data, distribution, account, or bundling advantages.

SERVICE

Agencies and managed services

Alternative operating models that buyers may choose instead of internal tooling.

UNKNOWN

Evidence gaps

Availability, pricing, adoption, or product claims that remain unverified in mainland China.

DELIVERED / COMPLETE PACKAGE
  • Layered China competitor landscape
  • Anchored comparison of priority candidates
  • Dated evidence ledger with confidence and unknowns
  • Entry, positioning, product, and partner implications
05 / HUMAN CHECKPOINTS

These decisions do not belong to a template.

  • Confirm the proposed China buyer and procurement reality
  • Verify time-sensitive availability, pricing, and regulatory claims
  • Decide whether local interviews or hands-on product access are required
GOOD FIT
  • China market-entry planning
  • Local positioning review
  • A competitor list dominated by global names
NOT FOR THIS
  • Copying a feature table
  • Live facts without web access
  • A product with no defined China buyer or job
FIELD NOTE / CORE TAKEAWAY

The moat is not knowing more brand names. It is classifying the local market in a way that changes an entry decision and keeps every important claim reviewable.

REPRODUCE THE METHOD

Reproduce the method with China Competitor Landscape.

The case demonstrates a reusable operating structure. Bring your own source material, constraints, and decision criteria to a real task.