utm-builder

UTM Parameter Strategy & Builder Reference

Complete guide to UTM parameter strategy, naming conventions, GA4 default channel grouping rules, auto-tagging behavior, common mistakes, and BigQuery validation queries for marketing attribution.

Full docs: https://cogny.com/docs/utm-strategy

Usage

/utm-builder                          # Full UTM strategy overview
/utm-builder naming conventions       # Show naming convention rules
/utm-builder channel grouping         # GA4 default channel grouping rules
/utm-builder meta ads                 # Meta Ads UTM template
/utm-builder audit                    # BigQuery validation queries
/utm-builder build google cpc         # Generate UTM URL for Google Ads

Instructions

You are a UTM strategy and marketing attribution expert. Use this reference to help users build correct UTM URLs, audit existing UTM naming conventions, understand GA4 default channel grouping rules, and validate attribution data in BigQuery.

When the user asks a question, find the relevant section below and provide precise, actionable answers. When building UTM URLs, always enforce lowercase and hyphen-separated naming conventions.

If the user provides a specific topic as an argument, focus on that area. Otherwise, provide an overview of UTM strategy fundamentals.

When connected to Cogny MCP tools, you can pull live GA4 data and Google Ads data to audit real UTM implementations.

The Five UTM Parameters

Parameter	Required	Purpose	Example
`utm_source`	Yes	Platform or publisher sending traffic	`google`, `facebook`, `linkedin`, `newsletter`
`utm_medium`	Yes	Marketing channel type	`cpc`, `paid-social`, `email`, `organic-social`
`utm_campaign`	Yes	Specific campaign name	`spring-sale-2025`, `brand-awareness-q1`
`utm_term`	No	Paid search keywords	`running+shoes`, `crm+software`
`utm_content`	No	Creative variant or link placement	`hero-banner`, `sidebar-cta`, `blue-variant`

Parameter Details

utm_source — Where did the click physically happen?

utm_source=google          # Google Ads or Google organic
utm_source=facebook        # Meta Ads (Facebook/Instagram)
utm_source=linkedin        # LinkedIn Ads or organic
utm_source=klaviyo         # Email via Klaviyo
utm_source=tiktok          # TikTok Ads
utm_source=partner-blog    # A specific referral partner

utm_medium — The channel type. This is the most important parameter for GA4 default channel grouping. If utm_medium is wrong, traffic lands in the wrong channel.

utm_medium=cpc             # Cost-per-click (paid search)
utm_medium=paid-social     # Paid social ads
utm_medium=email           # Email marketing
utm_medium=organic-social  # Organic social posts
utm_medium=display         # Display/banner ads
utm_medium=affiliate       # Affiliate traffic
utm_medium=referral        # Partner/referral traffic
utm_medium=video           # Video ads

utm_campaign — Campaign name with consistent structure:

utm_campaign=spring-sale-2025
utm_campaign=brand-awareness-q1-2025
utm_campaign=retargeting-cart-abandoners

utm_term — Keyword or targeting term:

utm_term=running-shoes
utm_term=best-crm-software

utm_content — Creative variant or placement:

utm_content=hero-image-v1
utm_content=sidebar-cta
utm_content=video-30s

GA4 Default Channel Grouping Rules

GA4 classifies every session into a default channel group based on source, medium, and campaign values. These rules determine how traffic appears in GA4 standard reports.

Channel	Medium Must Match
Direct	source = `(direct)` AND medium is `(not set)` or `(none)`
Organic Search	medium = `organic`
Paid Search	medium matches `^(cpc\|ppc\|paidsearch)$`
Display	medium matches `^(display\|cpm\|banner)$`
Paid Social	medium matches `^(paid-social\|paidsocial\|paid_social)$`
Organic Social	medium matches `^(social\|social-network\|social-media\|sm\|organic-social)$`
Email	medium = `email`
Affiliates	medium = `affiliate`
Referral	medium = `referral`
Audio	medium = `audio`
SMS	medium matches `^(sms\|sms_message)$`
Video	medium matches `^(video\|youtube)$`
Cross-network	campaign name contains `cross-network`
Unassigned	Does not match any rule above

Critical: If utm_medium does not match any pattern above, traffic falls into Unassigned.

GA4 Source/Medium Mapping in BigQuery

UTM values appear in multiple locations in the GA4 BigQuery export:

UTM Parameter	BigQuery Location	Scope
`utm_source`	`traffic_source.source`	User (first-touch)
`utm_medium`	`traffic_source.medium`	User (first-touch)
`utm_campaign`	`traffic_source.name`	User (first-touch)
`utm_source`	Event param `source` on `session_start`	Session
`utm_medium`	Event param `medium` on `session_start`	Session
`utm_campaign`	Event param `campaign` on `session_start`	Session

Session-level source/medium query:

SELECT
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'source') as session_source,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'medium') as session_medium,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'campaign') as session_campaign,
  COUNT(*) as sessions
FROM `project.analytics_123456789.events_*`
WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 30 DAY))
                        AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
  AND event_name = 'session_start'
GROUP BY 1, 2, 3
ORDER BY sessions DESC

Naming Conventions

Rules

Lowercase everything. GA4 is case-sensitive. Facebook and facebook are separate sources.
Use hyphens as word separators. Not spaces (become %20) or special characters.
No special characters. Stick to a-z, 0-9, and -.
Be specific but concise. paid-social not ps.
Include time identifiers in campaigns. spring-sale-2025 not spring-sale.

Recommended Taxonomy

Parameter	Convention	Examples
`utm_source`	Platform name, lowercase	`google`, `facebook`, `linkedin`, `klaviyo`
`utm_medium`	Channel type matching GA4 rules	`cpc`, `paid-social`, `email`, `display`
`utm_campaign`	`name-date` or `name-quarter`	`spring-sale-2025`, `retarget-cart-q1`
`utm_term`	Keyword or targeting	`running-shoes`, `brand-keyword`
`utm_content`	Creative variant or placement	`video-30s-v2`, `hero-banner`, `cta-red`

UTM Templates by Channel

Google Ads (Search)

?utm_source=google&utm_medium=cpc&utm_campaign={campaign_name}&utm_term={keyword}&utm_content={ad_variant}

Google Ads (Display)

?utm_source=google&utm_medium=display&utm_campaign={campaign_name}&utm_content={creative_variant}

Meta Ads (Facebook/Instagram)

utm_source=facebook&utm_medium=paid-social&utm_campaign={{campaign.name}}&utm_content={{ad.name}}&utm_term={{adset.name}}

Meta dynamic parameters: {{campaign.name}}, {{campaign.id}}, {{adset.name}}, {{adset.id}}, {{ad.name}}, {{ad.id}}, {{placement}}, {{site_source_name}}.

LinkedIn Ads

utm_source=linkedin&utm_medium=paid-social&utm_campaign={{CAMPAIGN_NAME}}&utm_content={{CREATIVE_NAME}}

LinkedIn macros: {{CAMPAIGN_ID}}, {{CAMPAIGN_NAME}}, {{CAMPAIGN_GROUP_ID}}, {{CAMPAIGN_GROUP_NAME}}, {{CREATIVE_ID}}, {{CREATIVE_NAME}}.

Email

?utm_source={esp_name}&utm_medium=email&utm_campaign={email_campaign_name}&utm_content={link_placement}

Organic Social

?utm_source={platform}&utm_medium=organic-social&utm_campaign={post_theme}&utm_content={post_variant}

Influencer

?utm_source=creator-{name}&utm_medium=paid-social&utm_campaign=influencer-{campaign}-{date}&utm_content={platform}-{format}

Affiliate

?utm_source=partner-{name}&utm_medium=affiliate&utm_campaign=affiliate-program-{year}&utm_content={placement}

Auto-Tagging vs Manual Tagging

Google Ads (gclid)

Auto-tagging appends gclid to every click URL
GA4 attributes the session to Google Ads automatically with campaign, ad group, keyword data
Source/medium set to google / cpc automatically
If both gclid and UTMs present, GA4 prioritizes gclid — UTMs are ignored for GA4 attribution

When you still need UTMs with Google Ads:

CRM systems that parse UTM parameters (HubSpot, Salesforce)
Third-party analytics tools (Mixpanel, Amplitude)
Cross-platform dashboards that cannot read gclid
Custom BigQuery attribution models using page_location

Meta Ads (fbclid)

GA4 does not natively parse fbclid for attribution
Without UTMs, Meta traffic appears as facebook.com / referral or l.facebook.com / referral
You must use UTM parameters for correct Meta Ads attribution in GA4

LinkedIn Ads

LinkedIn Insight Tag tracks conversions but does not provide click-level GA4 attribution
You must use UTM parameters for correct LinkedIn Ads attribution in GA4

When to Use Both

Google Ads + CRM integration: gclid feeds GA4, UTMs feed CRM
Cross-platform dashboards that need UTMs
Custom BigQuery attribution models

Warning: For Google Ads, ensure "Allow manual tagging to override auto-tagging" is unchecked in GA4 settings unless you specifically want UTMs to override gclid.

Common UTM Mistakes

1. Inconsistent Naming

GA4 treats each unique string as a separate source:

utm_source=Facebook       # WRONG: capital F
utm_source=facebook       # CORRECT
utm_source=fb             # WRONG: abbreviation

2. UTMs on Internal Links

Adding UTMs to links within your own site resets session source and inflates session counts. Never do this:

<!-- WRONG -->
<a href="/pricing?utm_source=homepage&utm_medium=banner">Pricing</a>

3. Missing utm_medium

Without utm_medium, traffic falls into Unassigned:

# BAD: No medium
?utm_source=facebook&utm_campaign=spring-sale

# GOOD: Medium present
?utm_source=facebook&utm_medium=paid-social&utm_campaign=spring-sale

4. URL-Encoded Special Characters

# BAD
utm_campaign=Spring Sale 2025    # Becomes Spring%20Sale%202025

# GOOD
utm_campaign=spring-sale-2025

5. UTMs on Organic/SEO Pages

Never add UTM parameters to pages search engines crawl — splits page authority and creates duplicate content.

6. Not Including Date in Campaign Names

# BAD: Cannot distinguish quarters
utm_campaign=brand-search

# GOOD: Time-scoped
utm_campaign=brand-search-q1-2025

BigQuery Validation Queries

All Unique Source/Medium Combinations

SELECT
  traffic_source.source,
  traffic_source.medium,
  COUNT(DISTINCT user_pseudo_id) as users,
  MIN(PARSE_DATE('%Y%m%d', event_date)) as first_seen,
  MAX(PARSE_DATE('%Y%m%d', event_date)) as last_seen
FROM `project.analytics_123456789.events_*`
WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 90 DAY))
                        AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
GROUP BY 1, 2
ORDER BY users DESC

Find Inconsistent Source Naming

WITH source_variants AS (
  SELECT
    LOWER(traffic_source.source) as normalized_source,
    traffic_source.source as original_source,
    COUNT(DISTINCT user_pseudo_id) as users
  FROM `project.analytics_123456789.events_*`
  WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 90 DAY))
                          AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
    AND traffic_source.source IS NOT NULL
  GROUP BY 1, 2
)
SELECT
  normalized_source,
  ARRAY_AGG(STRUCT(original_source, users) ORDER BY users DESC) as variants,
  COUNT(*) as variant_count
FROM source_variants
GROUP BY 1
HAVING COUNT(*) > 1
ORDER BY variant_count DESC

Predict Channel Grouping Assignment

SELECT
  traffic_source.source,
  traffic_source.medium,
  CASE
    WHEN traffic_source.source = '(direct)' AND (traffic_source.medium IS NULL OR traffic_source.medium IN ('(not set)', '(none)')) THEN 'Direct'
    WHEN traffic_source.medium = 'organic' THEN 'Organic Search'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(cpc|ppc|paidsearch)$') THEN 'Paid Search'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(display|cpm|banner)$') THEN 'Display'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(paid-social|paidsocial|paid_social)$') THEN 'Paid Social'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(social|social-network|social-media|sm|social_network|social_media|organic-social)$') THEN 'Organic Social'
    WHEN traffic_source.medium = 'email' THEN 'Email'
    WHEN traffic_source.medium = 'affiliate' THEN 'Affiliates'
    WHEN traffic_source.medium = 'referral' THEN 'Referral'
    WHEN traffic_source.medium = 'audio' THEN 'Audio'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(sms|sms_message)$') THEN 'SMS'
    WHEN REGEXP_CONTAINS(traffic_source.medium, r'^(video|youtube)$') THEN 'Video'
    WHEN REGEXP_CONTAINS(IFNULL(traffic_source.name, ''), r'cross-network') THEN 'Cross-network'
    ELSE 'Unassigned'
  END as predicted_channel_group,
  COUNT(DISTINCT user_pseudo_id) as users
FROM `project.analytics_123456789.events_*`
WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 30 DAY))
                        AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
GROUP BY 1, 2, 3
ORDER BY users DESC

Find Internal UTM Pollution

SELECT
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'page_location') as landing_page,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'page_referrer') as referrer,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'source') as session_source,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'medium') as session_medium,
  COUNT(*) as sessions
FROM `project.analytics_123456789.events_*`
WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 30 DAY))
                        AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
  AND event_name = 'session_start'
  -- Replace example.com with your domain
  AND REGEXP_CONTAINS(
    (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'page_referrer'),
    r'example\.com'
  )
  AND REGEXP_CONTAINS(
    (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'page_location'),
    r'utm_'
  )
GROUP BY 1, 2, 3, 4
ORDER BY sessions DESC

Find Sessions Missing utm_medium

SELECT
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'source') as source,
  (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'campaign') as campaign,
  COUNT(*) as sessions
FROM `project.analytics_123456789.events_*`
WHERE _TABLE_SUFFIX BETWEEN FORMAT_DATE('%Y%m%d', DATE_SUB(CURRENT_DATE(), INTERVAL 30 DAY))
                        AND FORMAT_DATE('%Y%m%d', CURRENT_DATE() - 1)
  AND event_name = 'session_start'
  AND (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'source') IS NOT NULL
  AND (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'source') != '(direct)'
  AND (
    (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'medium') IS NULL
    OR (SELECT value.string_value FROM UNNEST(event_params) WHERE key = 'medium') IN ('(not set)', '(none)', '')
  )
GROUP BY 1, 2
ORDER BY sessions DESC

Spreadsheet Builder Formula

Google Sheets formula to generate UTM URLs from columns (A=URL, B=source, C=medium, D=campaign, E=term, F=content):

=A2&"?utm_source="&B2&"&utm_medium="&C2&"&utm_campaign="&D2&IF(E2<>"","&utm_term="&E2,"")&IF(F2<>"","&utm_content="&F2,"")

Resources

Google UTM Builder: https://ga-dev-tools.google/ga4/campaign-url-builder/
GA4 Default Channel Grouping: https://support.google.com/analytics/answer/9756891
GA4 BigQuery Export Schema: https://support.google.com/analytics/answer/7029846
Google Ads Auto-Tagging: https://support.google.com/google-ads/answer/3095550
Meta URL Parameters: https://www.facebook.com/business/help/1016122818401732
Full Cogny Docs: https://cogny.com/docs/utm-strategy

About this skill

Usage

Instructions

The Five UTM Parameters

Parameter Details

GA4 Default Channel Grouping Rules

GA4 Source/Medium Mapping in BigQuery

Naming Conventions

Rules

Recommended Taxonomy

UTM Templates by Channel

Google Ads (Search)

Google Ads (Display)

Meta Ads (Facebook/Instagram)

LinkedIn Ads

Email

Organic Social

Influencer

Affiliate

Auto-Tagging vs Manual Tagging

Google Ads (gclid)

Meta Ads (fbclid)

LinkedIn Ads

When to Use Both

Common UTM Mistakes

1. Inconsistent Naming

2. UTMs on Internal Links

3. Missing utm_medium

4. URL-Encoded Special Characters

5. UTMs on Organic/SEO Pages

6. Not Including Date in Campaign Names

BigQuery Validation Queries

All Unique Source/Medium Combinations

Find Inconsistent Source Naming

Predict Channel Grouping Assignment

Find Internal UTM Pollution

Find Sessions Missing utm_medium

Spreadsheet Builder Formula

Resources