Agent skill · Audited from source
08 Competitor Research Global
skill · minhnv0807/ai-business-skillsMIT licenceAudited 14 Oct 2026 · source d435c7de76d1
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit d435c7de76d1 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, SWOT, ad and content benchmark, pricing comparison, and the market gap to attack, using SimilarWeb, Ahrefs,…
Cite
Cite this page
ModelsAtlas. “08 Competitor Research Global (minhnv0807/ai-business-skills)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/minhnv0807/08-competitor-research-global
Trust audit
Audit 0.4.1 · source read 14 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha d435c7de76d1 · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherminhnv0807 GitHub userOwner of the repository this skill is read from
- Source folderminhnv0807/ai-business-skills/skills/en/08-competitor-research-globalThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictd435c7de76d1A new audit runs when the source changes
- Repository statusNot archivedLast push 32 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Use when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, SWOT, ad and content benchmark, pricing comparison, and the market gap to attack, using SimilarWeb, Ahrefs,…
--- name: 08-competitor-research-global description: "Use when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, SWOT, ad and content benchmark, pricing comparison, and the market gap to attack, using SimilarWeb, Ahrefs, Semrush, and the Meta Ad Library. Trigger on 'competitor research', 'competitive analysis', 'what are competitors running', 'who else sells this', 'why do people pick them over us', 'benchmark us against the market'. Also use when the user sends a competitor link and asks for an opinion. Not for — understanding the customer rather than the rival, see `09-customer-insight-global`; turning difference into a statement, see `58-positioning-global`; paid targeting, see `51-audience-research-global`." metadata: version: 1.0.1 category: strategy license: MIT triggers: - "competitor research" - "competitive analysis" - "what competitors are doing" - "competitor analysis" - "market research" related: - 09-customer-insight-global - 00-marketing-plan-global - 02-campaign-brief-global - 05-ad-copy-global - 29-dropshipping-mastery-global --- # Competitive Research (Global) ## Information gathering Ask user up to 4 questions before starting: 1. **What's your product / service?** (Industry, price tier, primary audience) 2. **Name 2-5 competitors you know** (brand names, page/TikTok/website links if available) 3. **What worries you most about competitors?** (Cheaper pricing? Better content? Stronger ads? Market share?) 4. **Goal after this report?** (Reposition? Improve content? Find market gap? Run ads more effectively?) ### Auto-research via tools (if available) #### A. Global research tools | Tool | What it does | Free tier? | |------|--------------|-----------| | **SimilarWeb** | Website traffic estimation, top sources, competitor comparison | Yes (limited) | | **Ahrefs** | SEO/backlink analysis, keyword competition | Trial only | | **Semrush** | SEO, ads research, keyword gap, competitor traffic sources | Yes (limited) | | **Meta Ads Library** | All competitor ads currently running on Meta — public, free | Yes (free) | | **TikTok Creative Center** | Top performing ads by industry, region | Yes (free) | | **Minea** | Dropshipping ad spy — top selling products on FB/TikTok | Trial only | | **AdSpy / BigSpy** | Ad intelligence across platforms | Paid only | #### B. Meta Ads Library (free, no signup needed) For each competitor: 1. Go to `facebook.com/ads/library` 2. Filter by country + advertiser 3. Note: format mix (video/image/carousel), hooks used, CTAs, run duration 4. Compare against your ads -> find gaps and opportunities #### C. Dropshipping-specific tools (Minea, Adspy, Pipiads) For dropshipping competitor research: - **Minea** — Track top FB/TikTok ads by product, find winning products - **Pipiads** — TikTok Shop best sellers, ad performance data - **AdSpy** — Search ads by keyword, advertiser, country > See skill `29-dropshipping-mastery-global` for full dropshipping research workflow. --- ## 3-tier competitor model Categorize competitors into 3 groups — don't just look at direct competitors: | Tier | Definition | Criteria | Example (Mid-tier Spa) | |------|------------|----------|------------------------| | **Direct** | Same tier, same offering, same audience | Same price, same service, same area | Spa B same street, similar pricing | | **Indirect potential** | Different offering but substitutable | Customer might pick them instead | Cosmetic clinic, at-home skincare, home beauty devices | | **Secondary** | Same offering, different price tier | Competes when budget shifts | Premium spa (customer downgrades), budget spa (upgrades) | ### Selection rules - Direct: pick 3-5 main competitors - Indirect potential: pick 2-3 substitute categories - Secondary: pick 1-2 competitors at adjacent price tier --- ## Per-competitor analysis structure For each competitor, analyze 8 dimensions: ### 1. Brand positioning | Element | Content | |---------|---------| | Main message | [Slogan, tagline, brand promise] | | Visual style | [Color tone, photo style, video quality] | | Price tier | [Low / Medium / High / Premium] | | Target audience | [Gender, age, income, interests] | | Stated USP | [What do they claim is their differentiation?] | ### 2. Strengths and weaknesses | Strengths | Weaknesses | |-----------|------------| | [List 3-5] | [List 3-5] | ### 3. Content strategy | Metric | Value | |--------|-------| | Main channel | [Facebook / TikTok / Instagram / YouTube / Email] | | Posting frequency | [X posts/week] | | Priority format | [Short video / Carousel / Long post / Reels] | | Tone of voice | [Professional / Friendly / Humorous / Educational] | | Content angle mix | [TOFU X% / MOFU X% / BOFU X%] | | Best performing content | [Top 3 highest engagement posts/videos] | ### 4. Channels and platforms | Channel | Yes / No | Followers / Likes | Activity rating | |---------|----------|-------------------|-----------------| | Facebook Page | | | | | TikTok | | | | | Instagram | | | | | YouTube | | | | | LinkedIn | | | | | Website | | | | | Email | | | | ### 5. Ad spend estimation Estimation method (no need for absolute precision): | Signal | How to read | |--------|-------------| | Sponsored posts/month | Count "Sponsored" labeled posts in Meta Ads Library | | TikTok video ad volume | TikTok Creative Center -> Top Ads -> filter by industry | | Website traffic | SimilarWeb (free tier) or Semrush | | KOL/UGC volume | Count brand-tagged videos on TikTok | | Estimated metric | Value | |------------------|-------| | Active ads (Meta Ads Library) | [X ads] | | Estimated monthly ad spend | [$X — based on ad count x avg CPM] | | Has UGC/KOL? | [Yes/No — if yes, estimated X people] | ### 6. Audience overlap | Element | Overlap level | |---------|---------------| | Geography | [High / Medium / Low] | | Age | [High / Medium / Low] | | Income | [High / Medium / Low] | | Interests | [High / Medium / L
Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit d435c7d
git clone https://github.com/minhnv0807/ai-business-skills git -C ai-business-skills checkout d435c7de76d1
The author documents no install command, so this uses the repository directly. Our verdict covers commit d435c7de76d1 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
d435c7de76d1
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Questions about 08 Competitor Research Global
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Sources
- github.com/minhnv0807/ai-business-skills/tree/master/skills/en/0 — the audited source at commit d435c7de76d1 and every finding aboveObserved · 14 Oct 2026
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- What does the 08 Competitor Research Global skill do?
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