audience-mapper
Map Audiences for Influencer Strategy
Influencer programs often begin without a clear audience or community model. This skill creates structured profiles, cultural guidance, and selection criteria.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "audience-mapper" from https://skillstore.io/skills/aaron-he-zhu-audience-mapper.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-audience-mapper/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "audience-mapper". Analyze a premium skincare audience in the United Kingdom.
Expected outcome:
Audience mode selected. The report profiles primary and secondary buyers, ranks platforms, defines content preferences, and creates creator selection criteria.
Using "audience-mapper". Research BookTok for an independent publisher.
Expected outcome:
Niche mode selected. The dossier maps community language, voice tiers, content patterns, cultural risks, brand fit, and a phased entry strategy.
Using "audience-mapper". Use these survey findings to create a fitness app persona.
Expected outcome:
The result separates survey facts from inferred traits, maps media habits, creates a named persona, and links insights to creator requirements.
Security Audit
SafeAll 38 static findings are false positives caused by Markdown links, code formatting, template wording, and metadata URLs. The files contain no executable commands, unsafe traversal behavior, prompt injection, or data exfiltration instructions.
Risk Factors
📁 Filesystem access (17)
⚙️ External commands (15)
🌐 Network access (2)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/aaron-he-zhu-audience-mapper/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/aaron-he-zhu-audience-mapper?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/aaron-he-zhu-audience-mapper?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/aaron-he-zhu-audience-mapper/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/aaron-he-zhu-audience-mapper.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
aaron-he-zhu. (2026). audience-mapper security audit report (audit version 4) [Author version 17.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-audience-mapper/audits/4BibTeX citation
@techreport{aaron-he-zhu-aaron-he-zhu-audience-mapper-2026,
author = {aaron-he-zhu},
title = {audience-mapper security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/aaron-he-zhu-audience-mapper/audits/4},
note = {Author version 17.0.0}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "audience-mapper security audit report (audit version 4)"
version: "17.0.0"
type: report
authors:
- name: "aaron-he-zhu"
date-released: "2026-07-12"
url: "https://skillstore.io/skills/aaron-he-zhu-audience-mapper/audits/4"
identifiers:
- type: other
value: "skillstore:aaron-he-zhu-audience-mapper:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Plan a New Influencer Program
Define priority audiences, platforms, content preferences, and creator requirements before discovery begins.
Evaluate a Niche Community
Decode community culture, assess brand fit, and identify entry risks before partnership outreach.
Strengthen a Creative Brief
Convert customer evidence into personas, media habits, content preferences, and practical creator guidance.
Try These Prompts
Analyze the target audience for [brand or product] in [market]. Use audience mode and label every inferred attribute by confidence.
Use this customer data to build audience profiles, platform priorities, content preferences, and one named persona: [data]. Separate facts from assumptions.
Research [community] for [brand]. Map subgroups, language, norms, taboos, key voice tiers, content patterns, brand fit, and entry risks.
Review this campaign evidence: [results]. Identify audience assumptions that failed, rebuild the map, and produce revised creator criteria with confidence labels.
Best Practices
- Provide first-party data, geography, price point, and campaign objectives when available.
- Keep confidence labels visible and validate low-confidence assumptions before spending.
- Use community members and current platform evidence to verify language, norms, and risks.
Avoid
- Do not treat inferred demographics or psychographics as verified facts.
- Do not use broad personas as substitutes for meaningful audience segments.
- Do not select creators before converting findings into explicit criteria and red flags.
Frequently Asked Questions
What is the difference between audience and niche mode?
Can this skill find specific influencers?
Does it require live data connections?
How does the skill handle uncertain information?
What does the brand fit score measure?
Can results be saved for later sessions?
Developer Details
Author
aaron-he-zhuLicense
Apache-2.0
Author version
v17.0.0
Skillstore revision
r1
Repository
https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/influencer/discover/audience-mapperRef
d71c7417a35d5c2624161bd2fe8de8a41a362128
Maintenance freshness
7/18/2026
Usage
1 downloads · 0 views
File structure