URL Encoding Automation Errors: Why Marketing Tools Double-Encode UTMs
Discover how marketing automation platforms, email tools, and APIs create double-encoding errors. Learn to identify and prevent automation-induced URL encoding issues.
"Our marketing automation was supposed to save time. Instead, it double-encoded every single URL we sent. 6 months, 200+ campaigns, 450,000 sessions—all tracked with %2520 and %2526 in the campaign names. Our automation was actually destroying our data."
The Automation Paradox
The promise: Automate URL generation → consistent tracking → better data
The reality: Many automation tools inadvertently double-encode URLs, creating worse data than manual processes.
Common Automation Culprits
- Email Service Providers (Mailchimp, HubSpot, Constant Contact)
- Marketing Automation (Marketo, Pardot, ActiveCampaign)
- URL Shorteners (Bitly, TinyURL, Rebrandly)
- Social Scheduling (Hootsuite, Buffer, Sprout Social)
- CRM Systems (Salesforce, HubSpot CRM)
- API Integrations (Zapier, Make, custom scripts)
- Analytics Platforms (Google Tag Manager, Segment)
Table of contents
- The Automation Paradox
- Common Automation Culprits
- How Automation Creates Double-Encoding
- Email Service Provider Errors
- URL Shortener Encoding
- Marketing Automation Platform Errors
- API Integration Errors
- Detection: Is Your Automation Double-Encoding?
- Test Script
- Platform-Specific Tests
- Prevention Strategies
- 1. Clean Values Only
- 2. Platform Configuration
- 3. Validation at Each Step
- 4. End-to-End Testing
- Common Automation Platforms
- How Each Handles Encoding
- FAQ
- Q: Why do marketing tools double-encode?
- Q: Can I disable encoding in my automation platform?
- Q: How do I test if my automation double-encodes?
- Q: What if I need to pass URLs through multiple systems?
- Q: Should I encode before or after automation?
- Q: Can I fix automation double-encoding without changing my workflow?
- Q: What's the safest way to integrate with APIs?
- Q: How often should I test my automation?
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How Automation Creates Double-Encoding
Email Service Provider Errors
Mailchimp Auto-Encoding
The problem:
Your merge tag: *|CAMPAIGN:SUBJECT|*
Subject: "Summer Sale 2024"
Mailchimp's template:
<a href="https://example.com?utm_campaign=*|CAMPAIGN:SUBJECT|*">
What you think happens:
https://example.com?utm_campaign=Summer Sale 2024
What actually happens:
1. Mailchimp replaces: Summer Sale 2024
2. Mailchimp sees spaces, encodes: Summer%20Sale%202024
3. URL becomes: ...?utm_campaign=Summer%20Sale%202024
If YOU pre-encoded:
Your input: utm_campaign=Summer%20Sale%202024
Mailchimp encodes: utm_campaign=Summer%2520Sale%25202024
Result: Double-encoded!
The fix:
❌ DON'T pre-encode:
utm_campaign=*|CAMPAIGN:SUBJECT|*
✅ DO use clean merge tag:
utm_campaign=*|CAMPAIGN:SLUG|*
(SLUG is already URL-safe)
Or clean the value:
utm_campaign=summer-sale-2024
(No encoding needed)
HubSpot Workflow Encoding
The problem:
// HubSpot workflow action: "Create tracking URL"
Input (from CRM):
contact.campaign = "Webinar: Marketing Tips"
Workflow encodes:
encodedCampaign = "Webinar%3A%20Marketing%20Tips"
Your workflow template (already encoded):
"https://example.com?utm_campaign={"{"}{"{"}encodedCampaign{"}"}{"}"}}"
HubSpot sees % and encodes AGAIN:
Result: "...?utm_campaign=Webinar%253A%2520Marketing%2520Tips"The fix:
✅ Use raw property in workflow:
utm_campaign={"{"}{"{"}contact.campaign_slug{"}"}{"}"}}
Where campaign_slug is pre-cleaned:
"webinar-marketing-tips"
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URL Shortener Encoding
Bitly Double-Encoding Bug
The problem:
Step 1: You create encoded URL
Original: https://example.com?utm_campaign=summer sale
You encode: https://example.com?utm_campaign=summer%20sale
Step 2: Pass to Bitly API
POST /v4/shorten
{
"long_url": "https://example.com?utm_campaign=summer%20sale"
}
Step 3: Bitly "normalizes" the URL
Sees: ...utm_campaign=summer%20sale
Treats as text to be encoded
Result: ...utm_campaign=summer%2520sale
Step 4: User clicks bit.ly short link
Redirects to: https://example.com?utm_campaign=summer%2520sale
Browser decodes once: utm_campaign=summer%20sale
Analytics stores: "summer%20sale" (literal %)
The fix:
// ❌ DON'T send encoded URLs to Bitly
const encodedURL = `https://example.com?utm_campaign=${encodeURIComponent('summer sale')}`;
await bitly.shorten(encodedURL); // Will double-encode!
// ✅ DO send clean URLs
const cleanURL = 'https://example.com?utm_campaign=summer-sale';
await bitly.shorten(cleanURL); // No encoding needed!Marketing Automation Platform Errors
Marketo Form Encoding
The problem:
<!-- Marketo form with hidden UTM fields -->
<form>
<input type="hidden" name="utm_campaign" value="{{my.Campaign Name}}" />
</form>
{{my.Campaign Name}} = "Q4 Webinar Series"
Marketo inserts: value="Q4 Webinar Series"
Browser form-encodes: Q4+Webinar+Series
Marketo receives and re-encodes: Q4%2BWeber%2BSeries
Result: "Q4+Webinar+Series" in analytics (with literal +)The fix:
<!-- Use URL-safe token -->
<input type="hidden" name="utm_campaign" value="{{my.Campaign Slug}}" />
Where Campaign Slug = "q4-webinar-series"Pardot URL Encoding
The problem:
Pardot email template:
%%tracking_url%%?utm_campaign=%%campaign_name%%
campaign_name = "Demo Request 2024"
Pardot processes:
1. Replaces: ?utm_campaign=Demo Request 2024
2. Encodes: ?utm_campaign=Demo%20Request%202024
3. Stores this as tracking URL
When tracking link clicked:
Pardot redirects through tracker
Tracker encodes again: ?utm_campaign=Demo%2520Request%25202024
The fix:
Use Pardot's URL-safe merge field:
%%tracking_url%%?utm_campaign=%%campaign_slug%%
Or set campaign_slug = "demo-request-2024" in Pardot
API Integration Errors
Zapier Multi-Step Encoding
The problem:
Zap workflow:
1. Trigger: New row in Google Sheets
Campaign: "Summer Sale"
2. Action: Format URL
Code: `https://example.com?utm_campaign=${encodeURIComponent(campaign)}`
Result: https://example.com?utm_campaign=Summer%20Sale
3. Action: Send to Mailchimp
Mailchimp API receives: ...?utm_campaign=Summer%20Sale
Mailchimp encodes: ...?utm_campaign=Summer%2520Sale
4. Analytics: "Summer%20Sale" (literal)
The fix:
// Step 2: Don't encode, just clean
function cleanCampaign(value) {
return value
.toLowerCase()
.replace(/\s+/g, '-')
.replace(/[^a-z0-9-_]/g, '');
}
// Use: cleanCampaign("Summer Sale") → "summer-sale"
// No encoding needed anywhere!Custom API Script Error
The problem:
# Python script sending to API
import requests
from urllib.parse import urlencode
# Create UTM parameters
params = {
'utm_campaign': 'Summer Sale'
}
# Encode manually
encoded_params = urlencode(params)
# Result: 'utm_campaign=Summer+Sale'
# Pass to email API
url = f"https://example.com?`{"{"}{"{"}encoded_params{"}"}{"}"}}`"
response = requests.get(url)
# requests library encodes AGAIN
# Final: utm_campaign=Summer%2BSale
# Analytics shows: "Summer+Sale" (literal +)The fix:
# ❌ DON'T encode before passing
params = {'utm_campaign': 'Summer Sale'}
encoded = urlencode(params) # Encoded once
requests.get(url, params=encoded) # Encoded twice!
# ✅ DO use clean values
params = {'utm_campaign': 'summer-sale'}
requests.get(url, params=params) # No encoding neededDetection: Is Your Automation Double-Encoding?
Test Script
async function testAutomationEncoding(automationTool, testCampaign) {
console.log(`\nTesting: ${automationTool.name}`);
console.log(`Input: "${"{"}{"{"}testCampaign{"}"}{"}"}}"`);
// Step 1: Submit to automation
const url = await automationTool.generateURL({
utm_campaign: testCampaign
});
console.log(`Generated URL: ${"{"}{"{"}url{"}"}{"}"}}`);
// Step 2: Parse result
const urlObj = new URL(url);
const campaign = urlObj.searchParams.get('utm_campaign');
console.log(`Campaign parameter: "${"{"}{"{"}campaign{"}"}{"}"}}"`);
// Step 3: Check for encoding
if (campaign.includes('%')) {
// Try decoding
const decoded = decodeURIComponent(campaign);
console.log(`Decoded once: "${"{"}{"{"}decoded{"}"}{"}"}}"`);
if (decoded !== campaign) {
// Check if double-encoded
const decodedTwice = decodeURIComponent(decoded);
if (decodedTwice !== decoded) {
console.log(`❌ DOUBLE-ENCODING DETECTED!`);
console.log(`Original input: "${"{"}{"{"}testCampaign{"}"}{"}"}}"`);
console.log(`After automation: "${"{"}{"{"}campaign{"}"}{"}"}}"`);
console.log(`Decoded once: "${"{"}{"{"}decoded{"}"}{"}"}}"`);
console.log(`Decoded twice: "${"{"}{"{"}decodedTwice{"}"}{"}"}}"`);
return {
tool: automationTool.name,
doubleEncoded: true,
evidence: { input: testCampaign, output: campaign, decoded, decodedTwice }
};
}
}
console.log(`⚠️ Single-encoded (should use clean values instead)`);
return {
tool: automationTool.name,
doubleEncoded: false,
singleEncoded: true
};
}
console.log(`✅ No encoding (good!)`);
return {
tool: automationTool.name,
doubleEncoded: false,
singleEncoded: false
};
}
// Test your automation
const testResults = await testAutomationEncoding(mailchimpAdapter, 'Summer Sale 2024');Platform-Specific Tests
Email platforms:
1. Create test campaign
2. Use merge tag: [CAMPAIGN NAME]
3. Set campaign name: "Test Campaign"
4. Send test email to yourself
5. Check URL in email HTML source
6. Look for %20, %2520, or + characters
URL shorteners:
// Test Bitly
const testURL = 'https://example.com?utm_campaign=test-campaign';
const shortLink = await bitly.shorten(testURL);
const destination = await bitly.getDestination(shortLink);
console.log('Input:', testURL);
console.log('Destination:', destination);
if (destination !== testURL) {
console.log('❌ URL changed! Check for encoding differences.');
}Marketing automation:
1. Create test workflow
2. Set variable: campaign = "Test Value"
3. Generate URL with: {`{"{"}{"{"}campaign{"}"}{"}"}}`}
4. Log URL at each step
5. Check final output for encoding
Prevention Strategies
1. Clean Values Only
// Universal rule: Never encode values yourself
// ❌ DON'T:
const campaign = encodeURIComponent('Summer Sale');
// ✅ DO:
const campaign = 'summer-sale';
// Let tools handle encoding if needed (they usually won't need to)2. Platform Configuration
Mailchimp:
Settings → Campaign Defaults
✅ Enable: "Use URL-safe campaign names"
✅ Set default: utm_campaign=*|CAMPAIGN:SLUG|*
HubSpot:
Marketing → Email → Settings
✅ Use: Smart fields (pre-cleaned)
❌ Avoid: Raw contact properties in URLs
Bitly:
API Settings
✅ Send: Un-encoded destination URLs
✅ Expect: Bitly handles encoding if needed
3. Validation at Each Step
function validateNoEncoding(url, stepName) {
if (url.match(/\?.*%[0-9A-Fa-f]{2}/)) {
throw new Error(`Encoding detected at step: ${"{"}{"{"}stepName{"}"}{"}"}}\nURL: ${"{"}{"{"}url{"}"}{"}"}}`);
}
return url;
}
// Use between automation steps
let url = generateBaseURL();
url = validateNoEncoding(url, 'Initial generation');
url = addToEmailTemplate(url);
url = validateNoEncoding(url, 'After email template');
url = shortenURL(url);
url = validateNoEncoding(url, 'After shortening');4. End-to-End Testing
async function testCompleteWorkflow() {
const testCampaign = 'test-automation-encoding';
// Generate URL
const url = buildURL({ utm_campaign: testCampaign });
// Step through automation
const emailURL = await emailPlatform.process(url);
const shortURL = await urlShortener.create(emailURL);
const finalURL = await urlShortener.resolve(shortURL);
// Validate final result
const finalCampaign = new URL(finalURL).searchParams.get('utm_campaign');
if (finalCampaign !== testCampaign) {
throw new Error(`Workflow changed campaign value!\nExpected: ${"{"}{"{"}testCampaign{"}"}{"}"}}\nGot: ${"{"}{"{"}finalCampaign{"}"}{"}"}}`);
}
console.log('✅ Workflow validated successfully');
}Common Automation Platforms
How Each Handles Encoding
| Platform | Default Behavior | Fix |
|---|---|---|
| Mailchimp | Auto-encodes values | Use *|CAMPAIGN:SLUG|* |
| HubSpot | Encodes raw properties | Use smart fields |
| Marketo | Form-encodes hidden fields | Pre-clean values |
| Pardot | Double-encodes on redirect | Use slug fields |
| Bitly | Encodes destination URL | Send clean URLs |
| Zapier | Each step may encode | Clean values, no encoding |
| ActiveCampaign | Auto-encodes in links | Use personalization slugs |
| Constant Contact | Encodes merge fields | Clean campaign names |
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FAQ
Q: Why do marketing tools double-encode?
A: Most tools assume you're passing raw text that needs encoding. If you pass already-encoded text, they encode it again. The solution: pass clean values that don't need encoding.
Q: Can I disable encoding in my automation platform?
A: Most platforms don't offer this option. Instead, use their "URL-safe" or "slug" fields, which are pre-cleaned and won't be encoded again.
Q: How do I test if my automation double-encodes?
A: Send a test with a space in the campaign name. Check the final URL. If you see %2520, you have double-encoding. If you see %20, you have single-encoding (also suboptimal).
Q: What if I need to pass URLs through multiple systems?
A: Use clean values that never need encoding: lowercase letters, numbers, and hyphens only. Then it doesn't matter how many systems touch the URL.
Q: Should I encode before or after automation?
A: Neither. Don't encode at all. Use clean values: summer-sale-2024 instead of Summer Sale 2024.
Q: Can I fix automation double-encoding without changing my workflow?
A: No. You must fix at the source (clean values) or change how your automation processes URLs. There's no downstream fix that doesn't involve workflow changes.
Q: What's the safest way to integrate with APIs?
A: Pass clean parameter values directly. Don't pre-encode, don't pre-format. Let the API library handle any necessary encoding.
Q: How often should I test my automation?
A: After any workflow changes, platform updates, or integration additions. Also run monthly spot-checks on live campaigns.
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