reddit-ads-audit
Reddit Ads campaign analysis detecting community targeting issues, creative fatigue, bid inefficiencies, and subreddit performance problems
Install / Use
npx skills add irinabuht12-oss/marketing-skills --skill reddit-ads-auditInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
MarketingSupported Platforms
Tags
Our assessment of reddit-ads-audit
reddit-ads-audit scores 88/100 on our quality scale, 189th of 406 Marketing skills we index (top 47%).
Its SKILL.md is 5.5 KB long, well organised into 24 sections with 2 code examples: a solid amount of guidance for an agent.
With 1,836 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 6 days ago, so reddit-ads-audit is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
reddit-ads-audit compared with similar skills
All 4 of these similar skills score higher than reddit-ads-audit; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| reddit-ads-audit (this skill)by irinabuht12-oss | 88 | 1.8k | 6d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 8d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 8d ago | SKILL.md |
Frequently asked questions
- How do I install reddit-ads-audit?
- Run
npx skills add irinabuht12-oss/marketing-skills --skill reddit-ads-audit. The install tabs above show the steps for each supported agent. - Which AI agents does reddit-ads-audit work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is reddit-ads-audit safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is reddit-ads-audit still maintained?
- The repository was last updated 6 days ago, so reddit-ads-audit is actively maintained.
Skill content
View source on GitHubname: reddit-ads-audit description: Reddit Ads campaign analysis detecting community targeting issues, creative fatigue, bid inefficiencies, and subreddit performance problems. Use when pasting Reddit Ads data, analyzing subreddit targeting, or auditing Reddit advertising spend for B2B or B2C campaigns. Platform: Reddit. metadata: platform: Reddit
Reddit Ads Audit
Analyze Reddit ad campaigns for community-driven performance optimization.
Process
- Request campaign data - Reddit Ads Manager export or pasted metrics
- Analyze subreddit targeting - Community relevance, size, engagement
- Check creative fit - Native vs promotional feel
- Evaluate bidding - CPM/CPC efficiency by placement
- Identify audience issues - Interest targeting vs subreddit targeting
- Deliver prioritized fixes
Reddit Ads Benchmarks
| Metric | Good | Average | Poor | |--------|------|---------|------| | CTR (Feed) | >0.5% | 0.2-0.5% | <0.2% | | CTR (Conversation) | >1% | 0.5-1% | <0.5% | | CPC | <$1.50 | $1.50-3 | >$3 | | CPM | <$5 | $5-10 | >$10 | | Engagement Rate | >3% | 1-3% | <1% | | Conversion Rate | >2% | 1-2% | <1% |
Subreddit Targeting Analysis
Red Flags
- Targeting broad interest categories only (no specific subreddits)
- Subreddits with <50K members (too small for scale)
- Subreddits with >5M members (too broad, wasted spend)
- Mismatched subreddit culture (promotional tone in anti-ad communities)
- Not excluding default/general subreddits
Sweet Spot
- 100K-1M member subreddits
- Niche but active communities
- Communities where your product is naturally discussed
- Multiple related subreddits grouped by theme
Creative Fit Checklist
Reddit users hate obvious ads. Check:
- [ ] Headline sounds like a Reddit post (not ad copy)
- [ ] No stock photos (use screenshots, real images)
- [ ] Copy uses community language
- [ ] Not overly promotional/salesy
- [ ] Includes social proof or results
- [ ] CTA is soft (not "BUY NOW")
Good: "We built a tool that does X. Here's what we learned." Bad: "🚀 Amazing Software - 50% OFF - Limited Time! 🚀"
Bidding & Budget Issues
| Issue | Signal | Fix | |-------|--------|-----| | Overpaying for impressions | High CPM, low CTR | Switch to CPC bidding | | Low delivery | Budget not spending | Increase bid or broaden targeting | | Poor placement mix | All spend on one placement | Test conversation ads | | Audience too narrow | High CPC, low volume | Add related subreddits |
Output Format
## Reddit Ads Audit
**Account**: [Name]
**Analysis Period**: [Date Range]
**Total Spend**: $[Amount]
### Performance vs Benchmarks
| Metric | Your Performance | Benchmark | Status |
|--------|-----------------|-----------|--------|
| CTR | | 0.4% | 🟢/🟡/🔴 |
| CPC | | $2 | 🟢/🟡/🔴 |
| CPM | | $7 | 🟢/🟡/🔴 |
### Subreddit Targeting Assessment
**Current targeting**: [List]
**Issues**:
- [Issue 1]
- [Issue 2]
**Recommended subreddits to add**:
- r/[subreddit] - [reason]
**Recommended exclusions**:
- r/[subreddit] - [reason]
### Creative Fit Score: [X/10]
- [What's working]
- [What needs fixing]
### Top Issues
| Priority | Issue | Impact | Fix |
|----------|-------|--------|-----|
| 1 | | | |
| 2 | | | |
### Confidence Level: [HIGH/MEDIUM/LOW]
Example
Input: "Reddit campaign for SaaS tool: $2K spend, targeting 'Technology' interest, 800K impressions, 1,500 clicks, 8 conversions. Creative headline: 'Best Project Management Software - Try Free!'"
Output:
## Reddit Ads Audit
**Total Spend**: $2,000
**Conversions**: 8
### Performance vs Benchmarks
| Metric | Your Performance | Benchmark | Status |
|--------|-----------------|-----------|--------|
| CTR | 0.19% | 0.4% | 🔴 Below |
| CPC | $1.33 | $2 | 🟢 Good |
| Conv Rate | 0.53% | 1.5% | 🔴 Below |
| CPA | $250 | - | 🔴 High |
### Subreddit Targeting Assessment
**Current targeting**: Broad "Technology" interest
**Issues**:
- Too broad - reaching millions who don't need PM software
- No specific subreddits selected
- Wasting budget on irrelevant impressions
**Recommended subreddits to add**:
- r/projectmanagement (200K) - direct audience
- r/startups (800K) - decision makers
- r/SaaS (50K) - software buyers
- r/Entrepreneur (2M) - business owners
### Creative Fit Score: 3/10
- ❌ "Best" claim = instant skip
- ❌ Sounds like generic ad copy
- ❌ No social proof or story
**Suggested rewrite**: "We switched from Asana to our own tool. Here's why (and the template we use)"
### Top Issues
| Priority | Issue | Impact | Fix |
|----------|-------|--------|-----|
| 1 | Broad interest targeting | 80% wasted spend | Target specific subreddits |
| 2 | Promotional creative | Low CTR | Rewrite as native content |
### Confidence Level: HIGH
Guidelines
- Reddit audience hates obvious advertising - always check creative fit
- Subreddit targeting beats interest targeting 90% of the time
- If CTR is low, creative is usually the problem
- Recommend specific subreddits based on the product/service
- Ask about comment sentiment if available (negative comments kill performance)
Data access (Ryze MCP)
This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:
- claude.ai / Claude Desktop: Settings → Connectors → Add custom connector →
https://connector.get-ryze.ai/mcp - Claude Code:
claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp - Cursor: Settings → MCP → add the same URL
Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
