Analytics: Traffic
Guides website traffic analysis across all channels (organic, paid, social, referral, direct). Covers traffic source attribution, dark traffic identification, and multi-channel reporting.
When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Scope
- Traffic sources: Organic, paid, social, referral, direct, email
- Dark traffic: Unattributed visits labeled as "Direct / None"
- Attribution: UTM tagging, segmenting, reporting accuracy
Traffic Channels
| Channel |
Typical Sources |
Attribution |
| Organic |
Google, Bing, other search |
Referrer preserved |
| Paid |
Google Ads, Meta Ads, etc. |
UTM required |
| Social |
Public posts (Facebook, LinkedIn, etc.) |
Often preserved |
| Referral |
External sites, backlinks |
Referrer preserved |
| Direct |
Typed URL, bookmarks |
No referrer |
| Email |
Newsletters, campaigns |
Often dark without UTM |
Dark Traffic
What It Is
Traffic without clear origin--analytics tools default to "Direct" when referrer is missing. Common causes:
- Private/dark social: WhatsApp, Messenger, Slack, Discord, TikTok shares
- Email clients: Many strip referrer headers
- HTTPS->HTTP: Referrer not passed
- Mobile apps: In-app browsers often omit referrer
- Ad blockers, privacy tools: Block tracking
Misattribution (Research)
When traffic was sent from known sources, analytics often misattributed:
- 100% as direct: TikTok, Slack, Discord, WhatsApp, Mastodon
- 75%: Facebook Messenger
- 30%: Instagram DMs
- 14%: LinkedIn public posts
- 12%: Pinterest
Mitigation
| Action |
Purpose |
| UTM parameters |
Tag links in emails, social, campaigns: ?utm_source=X&utm_medium=Y&utm_campaign=Z |
| Block internal IPs |
Exclude company visits from reports |
| Segment direct traffic |
Split by page type to estimate dark vs. genuine direct |
Segmenting Direct Traffic
- Expected direct: Homepage, short URLs, brand pages--likely real direct
- Unexpected direct: Long URLs, deep pages, product pages--likely dark traffic
- Report separately: Use segments in GA4/analytics to avoid overcounting direct
UTM Best Practices
| Parameter |
Use |
Example |
utm_source |
Origin |
newsletter, facebook, google |
utm_medium |
Channel type |
email, cpc, social |
utm_campaign |
Campaign name |
summer_sale, product_launch |
utm_content |
Variant (optional) |
banner_a, cta_button |
utm_term |
Paid keyword (optional) |
running_shoes |
- Consistent naming: Lowercase, underscores; document conventions
- Apply everywhere: Every link in emails, social posts, ads
- Avoid: Typos, inconsistent values; causes fragmentation
Traffic Diversification
| Principle |
Guideline |
| Search share |
Keep organic search below ~75% of total traffic |
| Health |
Higher direct + referral share = healthier profile |
| Brand sites |
Diversified traffic is common for strong brands |
| Engagement |
Content, email, social, free tools drive return visits |
See analytics-seo-monitoring for full SEO data analysis framework.
Natural Traffic Benchmark
Location: GA4 > Reports > Acquisition > Traffic acquisition
- Review organic traffic trend
- Record baseline (e.g., monthly total)
- Compare periodically to detect growth or decline
Output Format
- Traffic source breakdown
- Dark traffic estimate and actions
- UTM tagging recommendations
- Segmentation approach for reporting
Related Skills
- analytics-tracking: Implement UTM and event tracking
- analytics-ai-traffic: AI search traffic
- analytics-google-search-console: GSC performance and indexing analysis
- analytics-seo-monitoring: Full SEO data analysis system, benchmark, article database
- channels-email-marketing: Email strategy; UTM for email links
1---2name: analytics-traffic3description: When the user wants to analyze website traffic sources, attribution, or dark traffic. Also use when the user mentions "traffic sources," "dark traffic," "direct traffic," "UTM parameters," "traffic attribution," or "channel analysis."4---56# Analytics: Traffic78Guides website traffic analysis across all channels (organic, paid, social, referral, direct). Covers traffic source attribution, dark traffic identification, and multi-channel reporting.910**When invoking**: On **first use**, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On **subsequent use** or when the user asks to skip, go directly to the main output.1112## Scope1314- **Traffic sources**: Organic, paid, social, referral, direct, email15- **Dark traffic**: Unattributed visits labeled as "Direct / None"16- **Attribution**: UTM tagging, segmenting, reporting accuracy1718## Traffic Channels1920| Channel | Typical Sources | Attribution |21|---------|-----------------|-------------|22| **Organic** | Google, Bing, other search | Referrer preserved |23| **Paid** | Google Ads, Meta Ads, etc. | UTM required |24| **Social** | Public posts (Facebook, LinkedIn, etc.) | Often preserved |25| **Referral** | External sites, backlinks | Referrer preserved |26| **Direct** | Typed URL, bookmarks | No referrer |27| **Email** | Newsletters, campaigns | Often dark without UTM |2829## Dark Traffic3031### What It Is3233Traffic without clear origin--analytics tools default to "Direct" when referrer is missing. Common causes:3435- **Private/dark social**: WhatsApp, Messenger, Slack, Discord, TikTok shares36- **Email clients**: Many strip referrer headers37- **HTTPS->HTTP**: Referrer not passed38- **Mobile apps**: In-app browsers often omit referrer39- **Ad blockers, privacy tools**: Block tracking4041### Misattribution (Research)4243When traffic was sent from known sources, analytics often misattributed:4445- **100% as direct**: TikTok, Slack, Discord, WhatsApp, Mastodon46- **75%**: Facebook Messenger47- **30%**: Instagram DMs48- **14%**: LinkedIn public posts49- **12%**: Pinterest5051### Mitigation5253| Action | Purpose |54|--------|---------|55| **UTM parameters** | Tag links in emails, social, campaigns: `?utm_source=X&utm_medium=Y&utm_campaign=Z` |56| **Block internal IPs** | Exclude company visits from reports |57| **Segment direct traffic** | Split by page type to estimate dark vs. genuine direct |5859### Segmenting Direct Traffic60611. **Expected direct**: Homepage, short URLs, brand pages--likely real direct622. **Unexpected direct**: Long URLs, deep pages, product pages--likely dark traffic633. **Report separately**: Use segments in GA4/analytics to avoid overcounting direct6465## UTM Best Practices6667| Parameter | Use | Example |68|-----------|-----|---------|69| `utm_source` | Origin | `newsletter`, `facebook`, `google` |70| `utm_medium` | Channel type | `email`, `cpc`, `social` |71| `utm_campaign` | Campaign name | `summer_sale`, `product_launch` |72| `utm_content` | Variant (optional) | `banner_a`, `cta_button` |73| `utm_term` | Paid keyword (optional) | `running_shoes` |7475- **Consistent naming**: Lowercase, underscores; document conventions76- **Apply everywhere**: Every link in emails, social posts, ads77- **Avoid**: Typos, inconsistent values; causes fragmentation7879## Traffic Diversification8081| Principle | Guideline |82|-----------|-----------|83| **Search share** | Keep organic search below ~75% of total traffic |84| **Health** | Higher direct + referral share = healthier profile |85| **Brand sites** | Diversified traffic is common for strong brands |86| **Engagement** | Content, email, social, free tools drive return visits |8788See analytics-seo-monitoring for full SEO data analysis framework.8990## Natural Traffic Benchmark9192**Location**: GA4 > Reports > Acquisition > Traffic acquisition93941. Review organic traffic trend952. Record baseline (e.g., monthly total)963. Compare periodically to detect growth or decline9798## Output Format99100- **Traffic source** breakdown101- **Dark traffic** estimate and actions102- **UTM** tagging recommendations103- **Segmentation** approach for reporting104105## Related Skills106107- **analytics-tracking**: Implement UTM and event tracking108- **analytics-ai-traffic**: AI search traffic109- **analytics-google-search-console**: GSC performance and indexing analysis110- **analytics-seo-monitoring**: Full SEO data analysis system, benchmark, article database111- **channels-email-marketing**: Email strategy; UTM for email links
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