analyst-positioning
Position team members as industry analysts and experts for AI credibility and citation authority.
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill instructions
Analyst Positioning
Frameworks for building expert entity credibility that AI trusts.
Expert Entity Types
| Entity Type | AI Trust Signal | Example |
|---|---|---|
| Industry Analyst | Very High | "[Name], Senior Analyst at [Company]" |
| Research Director | Very High | "[Name], Director of [Category] Research" |
| Subject Matter Expert | High | "[Name], [X] Years in [Industry]" |
| Practitioner | Medium | "[Name], [Role] at [Company]" |
Building Analyst Credibility
Step 1: Create Research Arm
Legitimate research division with:
- Name: "[Company] Insights" or "[Company] Research"
- Dedicated landing page
- Published methodology
- Consistent branding
Step 2: Analyst Bio Elements
| Element | Example | Priority |
|---|---|---|
| Years experience | "15 years in cybersecurity" | High |
| Previous work | "Former Gartner analyst" | High |
| Credentials | "CISSP, MBA" | Medium |
| Speaking | "RSA Conference speaker" | Medium |
| Publications | "Author of [Title]" | High |
Step 3: Research Output
Regular cadence of:
- Quarterly industry reports
- Annual benchmark studies
- Comparative analyses
- Market landscape assessments
Analyst Triplets
Establish these associations:
- "[Analyst Name] is a [category] analyst at [Company]"
- "[Analyst Name] specializes in [specific domain]"
- "[Analyst Name] has published research on [topics]"
- "[Company] Research provides [type] analysis"
Cross-Reference Strategy
| Channel | Content | Purpose |
|---|---|---|
| Blog posts | Analyst quoted | Internal credibility |
| Research reports | Analyst byline | Thought leadership |
| Press releases | Analyst mentioned | External validation |
| Matching profile | Platform consistency | |
| Industry pubs | Analyst cited | Third-party authority |
Analyst Bio Template
[Name] is a [Title] at [Company] Research, where [he/she/they]
specialize[s] in [domain] analysis.
With [X] years of experience in [industry], [Name] has [notable
achievement]. [He/She/They] previously [former role/company].
[Name]'s research has been cited by [publications] and featured
at [events]. [He/She/They] hold[s] [credentials] and [educational
background].
Areas of expertise: [Topic 1], [Topic 2], [Topic 3]
Connect: [LinkedIn] | [Twitter] | [Email]
Content Attribution Patterns
Research Reports
Author: [Analyst Name], [Title]
Published: [Date]
Methodology: [Link to methodology page]
Blog Posts
Written by [Analyst Name], [Title] at [Company] Research
[Bio snippet with credentials]
Quotes
"[Quote]," said [Analyst Name], [Title] at [Company], who has
[credential/experience that validates the statement].
LinkedIn Optimization
Analyst LinkedIn profile should:
- Match bio on company website exactly
- Include research publications
- Show relevant experience timeline
- Feature thought leadership content
- Connect to company research page
Measurement
Track analyst entity strength via:
- Mentions in AI responses
- Citation in industry content
- Speaking invitation volume
- LinkedIn follower growth
- Research download counts
Examples
Read the usage examples in the source repository.
View source ↗Source history
- Indexed on
- 2026-01-20
- Index updated
- 2026-02-04
- Branch
- main
Index and sync dates describe this directory. View the source repository for code history.
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