What happens when you publish
Published work can appear across several discovery surfaces.
Possible placements
Placement depends on relevance, quality, visibility, and reader interest.
- Your profile
- Follower feeds
- Focus area pages
- Search results
- Collections
- Recommendations
- Editor’s picks
- Community pages
- Awards discovery
Personal network
Case studies can reach followers, profile visitors, people who save your work, and people who receive your updates.
Platform discovery
Recommendations may consider focus area, topic, reading behavior, author relevance, case-study quality, and reader interest.
Quality standards
Relevant, well-supported, clearly reasoned work is more likely to be useful and discoverable.
Strong distribution signals
Prioritize reader value and responsible claims.
- Relevance
- Evidence
- Clear reasoning
- Original perspective
- Practical value
- Reader usefulness
- Responsible claims
- Strong writing
What limits distribution
Low-quality, misleading, duplicated, or policy-violating content may receive less distribution or be removed.
Avoid
These patterns reduce trust and distribution.
- Unsupported claims
- Promotional content
- Duplicate content
- Misleading titles
- Poor structure
- Low-value AI-generated content
- Plagiarism
- Policy violations
Track performance
Use analytics to understand reach and improve future case studies.
Distribution metrics
Review both reach and meaningful engagement.
- Views
- Reads
- Saves
- Shares
- Traffic sources
- Focus area performance
- Thought Leadership Score
Need additional help?
If you cannot find the answer you are looking for, contact the AIxCompass support team.
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