Competitive and Ecosystem Intelligence:
see how the field is moving and respond proportionately

How are rivals, substitutes and partners changing the field?

Competitive intelligence should anticipate changes in customer choice and bargaining power, not catalogue competitors. The field includes direct rivals, substitutes, new entrants, platforms, complementors, suppliers, channels, regulators and customers’ internal alternatives.

Observable actions matter more than corporate messaging. Intelligence should distinguish capability, intent and likely impact.

1. Define the competitive system

Map the customer outcome and all credible ways it can be achieved. Identify:

• direct and indirect alternatives;
• ecosystem roles and dependencies;
• control points: distribution, standards, data, trust, installed base or scarce inputs;
• sources of switching cost and multi-homing;
• cross-subsidy and bundling;
• regulatory and technological enablers.

Competition guidance is legally purposed but analytically helpful: the US 2023 Merger Guidelines recognise platform competition, potential entrants, access to critical products/services and cumulative acquisition patterns.¹

2. Build competitor hypotheses

For each material actor, test:

• position: customers, outcomes, geography and economics;
• capability: assets, talent, partners, data and execution record;
• intent: investment, hiring, product, pricing and market signals;
• constraints: capital, channel conflict, regulation, legacy and credibility;
• next plausible moves: action, trigger and timeframe;
• implication: customer choice, value pool and required response.

Label evidence, inference and speculation. Do not convert a job posting or patent into a confirmed strategy.

3. Ethical collection

Use lawful public sources, licensed data, consented primary research and properly governed internal evidence. Do not seek confidential competitor information, misrepresent identity or encourage contractual breaches. Record provenance and access terms.

4. War-gaming and response

Construct two or three plausible moves, then test their impact on demand, economics and ecosystem behaviour. Response options include ignore, monitor, pre-empt, differentiate, partner, change price architecture or shift arena. Predefine triggers so executives do not overreact to noise.

5. Ecosystem strategy

Map value creation, value capture and dependency for every participant. Evaluate partner complementarity, incentive alignment, bargaining power, data rights, customer ownership, failure modes and exit. A partner can also be a future competitor; design governance accordingly.

6. AI-native application

AI can monitor permitted sources, resolve entities, compare claims and detect changed language or activity. Require source snapshots, deduplication, materiality thresholds and analyst confirmation. Avoid facial recognition, personal profiling or inference beyond legitimate purpose.

7. APAC and Hong Kong application

Regional competition crosses jurisdictions, languages and platforms. Separate local incumbents from regional scale players and global infrastructure providers. Hong Kong analysis should include Mainland and international ecosystem linkages without assuming that a move in one regulatory or customer context transfers unchanged.

8. Outputs and measures

Produce an ecosystem map, competitor dossiers, move-and-countermove scenarios, trigger watchlist and response options. Measure forecast calibration, lead time, false alerts and decisions changed—not documents collected.

9. Decision playbook

Separate four questions: What has changed? What does it reveal about capability or intent? How could customers and partners respond? Which client action is proportionate? This prevents every competitor announcement from becoming an emergency.

Use an indicator chain for important hypotheses. For example, a credible entry hypothesis might require executive hiring, partner recruitment, regulatory activity, customer pilots and capacity investment. Each indicator has an expected sequence and disconfirming evidence.

European market-definition practice focuses on identifying actual constraints on commercial decisions,² while OECD product-market indicators surface regulatory barriers to entry and competition across economies and sectors.³ Corporate intelligence should borrow the discipline but not claim a legal market conclusion.

10. Failure modes

Common errors are mirroring a visible rival, overlooking customer self-provision, treating share as power without switching evidence, confusing funding with capability and ignoring complementors that control adoption. Avoid competitive dossiers with no decision owner.

A response should pass three tests: materiality, advantage and timing. If the move does not materially affect customer choice, if the client has no advantaged response, or if evidence is premature, monitoring may be the best action.

Sources

1US Department of Justice and Federal Trade Commission, *2023 Merger Guidelines*. https://www.ftc.gov/reports/merger-guidelines-2023

2European Commission, *Market Definition Notice* materials. https://competition-policy.ec.europa.eu/public-consultations/2020-market-definition-notice_en

3OECD, *Product Market Regulation indicators*, updated July 2026. https://www.oecd.org/en/topics/sub-issues/product-market-regulation.html