51-audience-research-global SKILL.md skillA
51-audience-research-global from minhnv0807/ai-business-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add minhnv0807/ai-business-skills/51-audience-research-global@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- minhnv0807/ai-business-skills
- Path
skills/en/51-audience-research-global/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.1, committed Aug 10, 2026
- First version recorded
- Jul 30, 2026
- Size
- 11,270 bytes
- Repository stars
- 644
- License
- MIT
Use when paid ad AUDIENCES must be researched and defined before launch — target profile, interest and behavior mapping per platform, audience sizing, cold, warm, and hot tiering, lookalike seeds, exclusions, and ranked targeting hypotheses to test. Trigger on 'audience research', 'who should I target', 'interest targeting', 'Meta audience for this product', 'TikTok targeting ideas', 'my targeting is too broad'. Also use when launch is imminent and the ad set targeting is still empty. Not for…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Audience Research (Global) Wrong targeting burns budget no matter how good the copy or creative is. This is the first step of the performance chain: 51 -> `10-reverse-kpi-global` -> `54-media-plan-global` -> `53-tracking-setup-global` -> `52-account-structure-global`. If there is no customer insight yet, run `09-customer-insight-global` first. ## Information gathering Read `.agents/product-marketing-context-global.md` and any output from `09-customer-insight-global`. If information is missing, ask up to 4 questions: 1. **What product or service will run ads?** Price point and market tier (mass / mid / premium)? 2. **What existing customer data is available?** Age, gender, geography, purchase behavior, past customer list, CRM export, pixel data. 3. **Which platforms and which markets?** Meta / Google / TikTok / YouTube / LinkedIn / Pinterest — and which countries. Primary objective: lead gen / conversion / traffic / awareness? 4. **Planned budget and target CPA/CPL?** If not calculated yet, run `10-reverse-kpi-global`. ## Principles …
Read the whole file at its exact version.
How to install
mdr add minhnv0807/ai-business-skills/51-audience-research-global@sha256:c6dbd89cb4001e44The line at the top of this page pins the label v1.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_sv27ahjs3b7fdecg)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 30, 2026 and Aug 10, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-08-10 | 764ea20 | 11,270 B | A | view · diff |
| v1.0.0 | 2026-07-30 | b16acbc | 10,950 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11270 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
minhnv0807/ai-business-skills · 644 stars · license MIT · pushed 2026-11-05 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_sv27ahjs3b7fdecg GET https://markdownregistry.com/api/v1/resolve?ref=minhnv0807/ai-business-skills/51-audience-research-global GET https://markdownregistry.com/api/v1/blob/c6dbd89cb4001e443002b702fcea37cfb38d037edf8cd83f1a5c1a04ed95030e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.