Competitive Analysis Flow
Product Manager Official v1.1.28Structured competitor research and comparison framework with positioning recommendations
by skrptiq
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Competitive Analysis Flow
End-to-end workflow for structured competitor research, comparison, and strategic positioning recommendations
Feature Comparison Matrix
Building a structured feature comparison across all identified competitors along key capability dimensions
Market Positioning Analysis
Analyzing market positioning across strategic dimensions and identifying competitive white space
SWOT Analysis Generator
Generating a structured, evidence-based SWOT analysis for your product relative to the competitive landscape
Competitive Brief Writer
Assemble all competitive analysis findings into an executive-ready competitive brief
Competitor Discovery
Identify and catalog competitors across direct, indirect, and emerging threat categories
Feature Comparison Matrix
Build a structured feature comparison across all identified competitors along key capability dimensions
Positioning Map Generator
Create a narrative positioning map based on strategically relevant dimensions with white space analysis
SWOT Analysis Generator
Generate a structured SWOT analysis for your product relative to the competitive landscape
Competitive Intelligence Framework
Reference framework for competitive analysis methodology, data collection, and strategic interpretation
Competitive Analysis Playbook
Step-by-step guide to running a thorough competitive analysis using this pipeline
Competitor Comparison Template
Template for the executive competitive brief and competitor comparison matrix
Requirements 1 service, 1 permission, 3 data types
- LLM Service
- network:web-search
- pii
- market data
- competitor information
Security Passed
Detected
- Services: llm-service
- Permissions:
- Data Handling:
Version history 18 releases
GH#858 (A1) — fix the broken analysis handoff that hard-failed the run (*"Strategic Recommendation halted: SWOT analysis and positioning map narrative inputs are empty"*). The bundle shipped `feature-comparison-matrix` and `swot-generator` prompts and the docs said to run them, but the `execution:` block never did — so the brief-writer's SWOT/feature/positioning inputs resolved empty. Restored the intended bound graph: added a **Feature Comparison Matrix** step and a **SWOT Analysis Generator** step (each with a backing skill so they are `from_step`-addressable), ordered `competitor-profiling → feature-comparison → swot-analysis → market-positioning-analysis → strategic-recommendation`, and rewired every cross-step input to an **explicit `from_step` binding** (`{{step.context.*}}`) instead of positional/mis-pointed `{{steps.<Title>.output}}` refs. Each downstream step now receives the real upstream artifact (K-045). No new required inputs beyond the feature matrix's product name/capabilities. Also completed the tail: repinned `polish-language` 1.0.1→1.0.6 (the version that exposes the bindable `source` slot) and bound `language-polish`'s `source` ← the Strategic Recommendation brief, so the `output_step` polishes the actual competitive brief rather than its positional previous (the input-gap-check decision) — correct end-to-end, not just non-failing.
GH#845 — republish with American English (en-US) content, completing the source-only GH#805 flip that never reached the Hub. Copy only — no functional or behaviour change.
GH#745 — declare per-step `output: {name, type}` on every execution step (competitors/list, positioning_map/text, recommendations/text, analysis/text, input_gaps/decision, polished_analysis/text). Lights up the #744 rich flow-map. Content-only; no bindings or logic changes.
GH#645 Row 3b — migrate to K-037 dep-referenced schema. Strip 9 inline shared-content files and declare 9 hub-shared deps (UUID id + slug name + version + checksum from `gen-dep-checksums.mjs`). Closes pre-Step-3 inline-vendoring for this bundle.
Wave 2: re-signed with canonical engine signing pipeline.
Signature fix — RELEASE_NOTES.md now included in integrity checksum.
Initial catalogue release with full structural and content-quality validation. All scanner checks pass.
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