Hi, I’m trying to take a number of records from Airtable that are URLs and format them into JSON to be passed to Apify. I specifically need to remove URLs that don’t a value as it will break the input to Apify.
I explain the scenario and flow in more detail in this short Loom: Airtable - Apify Submissions | Make - 5 March 2024 | Loom
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Thanks for the swift reply @samliew … I’ve shared images of the modules (Output from the initial Airtable trigger & input required for the Apify module) and I’ve shared the example JSON format from the Apify website.
The output bundles are below 
blueprint.json (22.5 KB)
BUNDLE 1
[
{
"Job Title": "Field Engineer",
"States": [
"All States"
],
"Cadence": "All",
"Email?": "steve.jobs@apple.com",
"Specific Case Studies": "Sample text",
"Beta": true,
"Client": [
"recGWXM5nPzvp6m9O"
],
"Name": "Apple - Field Engineer",
"California": "https://www.indeed.com/jobs?q=Field+Engineer&l=California&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Texas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Texas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Florida": "https://www.indeed.com/jobs?q=Field+Engineer&l=Florida&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New York": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+York&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Pennsylvania": "https://www.indeed.com/jobs?q=Field+Engineer&l=Pennsylvania&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Illinois": "https://www.indeed.com/jobs?q=Field+Engineer&l=Illinois&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Ohio": "https://www.indeed.com/jobs?q=Field+Engineer&l=Ohio&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Georgia": "https://www.indeed.com/jobs?q=Field+Engineer&l=Georgia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"North Carolina": "https://www.indeed.com/jobs?q=Field+Engineer&l=North+Carolina&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Michigan": "https://www.indeed.com/jobs?q=Field+Engineer&l=Michigan&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Jersey": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Jersey&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Virginia": "https://www.indeed.com/jobs?q=Field+Engineer&l=Virginia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Washington": "https://www.indeed.com/jobs?q=Field+Engineer&l=Washington&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Arizona": "https://www.indeed.com/jobs?q=Field+Engineer&l=Arizona&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Tennessee": "https://www.indeed.com/jobs?q=Field+Engineer&l=Tennessee&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Massachusetts": "https://www.indeed.com/jobs?q=Field+Engineer&l=Massachusetts&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Indiana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Indiana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Missouri": "https://www.indeed.com/jobs?q=Field+Engineer&l=Missouri&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Maryland": "https://www.indeed.com/jobs?q=Field+Engineer&l=Maryland&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Wisconsin": "https://www.indeed.com/jobs?q=Field+Engineer&l=Wisconsin&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Colorado": "https://www.indeed.com/jobs?q=Field+Engineer&l=Colorado&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Minnesota": "https://www.indeed.com/jobs?q=Field+Engineer&l=Minnesota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"South Carolina": "https://www.indeed.com/jobs?q=Field+Engineer&l=South+Carolina&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Alabama": "https://www.indeed.com/jobs?q=Field+Engineer&l=Alabama&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Louisiana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Louisiana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Kentucky": "https://www.indeed.com/jobs?q=Field+Engineer&l=Kentucky&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Oregon": "https://www.indeed.com/jobs?q=Field+Engineer&l=Oregon&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Oklahoma": "https://www.indeed.com/jobs?q=Field+Engineer&l=Oklahoma&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Connecticut": "https://www.indeed.com/jobs?q=Field+Engineer&l=Connecticut&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Utah": "https://www.indeed.com/jobs?q=Field+Engineer&l=Utah&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Iowa": "https://www.indeed.com/jobs?q=Field+Engineer&l=Iowa&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Nevada": "https://www.indeed.com/jobs?q=Field+Engineer&l=Nevada&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Arkansas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Arkansas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Kansas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Kansas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Mississippi": "https://www.indeed.com/jobs?q=Field+Engineer&l=Mississippi&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Mexico": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Mexico&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Nebraska": "https://www.indeed.com/jobs?q=Field+Engineer&l=Nebraska&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Idaho": "https://www.indeed.com/jobs?q=Field+Engineer&l=Idaho&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"West Virginia": "https://www.indeed.com/jobs?q=Field+Engineer&l=West+Virginia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Hawaii": "https://www.indeed.com/jobs?q=Field+Engineer&l=Hawaii&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Hampshire": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Hampshire&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Maine": "https://www.indeed.com/jobs?q=Field+Engineer&l=Maine&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Montana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Montana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Rhode Island": "https://www.indeed.com/jobs?q=Field+Engineer&l=Rhode+Island&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Delaware": "https://www.indeed.com/jobs?q=Field+Engineer&l=Delaware&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"South Dakota": "https://www.indeed.com/jobs?q=Field+Engineer&l=South+Dakota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"North Dakota": "https://www.indeed.com/jobs?q=Field+Engineer&l=North+Dakota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Alaska": "https://www.indeed.com/jobs?q=Field+Engineer&l=Alaska&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Vermont": "https://www.indeed.com/jobs?q=Field+Engineer&l=Vermont&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Wyoming": "https://www.indeed.com/jobs?q=Field+Engineer&l=Wyoming&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Created At": "2024-02-26",
"id": "recMV6s9lBPV2Qlst",
"createdTime": "2024-02-26T18:28:28.000Z"
}
]
BUNDLE 2
[
{
"array": [
{
"Iowa": "https://www.indeed.com/jobs?q=Field+Engineer&l=Iowa&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Ohio": "https://www.indeed.com/jobs?q=Field+Engineer&l=Ohio&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Utah": "https://www.indeed.com/jobs?q=Field+Engineer&l=Utah&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Idaho": "https://www.indeed.com/jobs?q=Field+Engineer&l=Idaho&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Maine": "https://www.indeed.com/jobs?q=Field+Engineer&l=Maine&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Texas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Texas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Alaska": "https://www.indeed.com/jobs?q=Field+Engineer&l=Alaska&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Hawaii": "https://www.indeed.com/jobs?q=Field+Engineer&l=Hawaii&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Kansas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Kansas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Nevada": "https://www.indeed.com/jobs?q=Field+Engineer&l=Nevada&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Oregon": "https://www.indeed.com/jobs?q=Field+Engineer&l=Oregon&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Alabama": "https://www.indeed.com/jobs?q=Field+Engineer&l=Alabama&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Arizona": "https://www.indeed.com/jobs?q=Field+Engineer&l=Arizona&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Florida": "https://www.indeed.com/jobs?q=Field+Engineer&l=Florida&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Georgia": "https://www.indeed.com/jobs?q=Field+Engineer&l=Georgia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Indiana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Indiana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Montana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Montana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Vermont": "https://www.indeed.com/jobs?q=Field+Engineer&l=Vermont&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Wyoming": "https://www.indeed.com/jobs?q=Field+Engineer&l=Wyoming&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Arkansas": "https://www.indeed.com/jobs?q=Field+Engineer&l=Arkansas&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Colorado": "https://www.indeed.com/jobs?q=Field+Engineer&l=Colorado&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Delaware": "https://www.indeed.com/jobs?q=Field+Engineer&l=Delaware&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Illinois": "https://www.indeed.com/jobs?q=Field+Engineer&l=Illinois&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Kentucky": "https://www.indeed.com/jobs?q=Field+Engineer&l=Kentucky&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Maryland": "https://www.indeed.com/jobs?q=Field+Engineer&l=Maryland&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Michigan": "https://www.indeed.com/jobs?q=Field+Engineer&l=Michigan&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Missouri": "https://www.indeed.com/jobs?q=Field+Engineer&l=Missouri&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Nebraska": "https://www.indeed.com/jobs?q=Field+Engineer&l=Nebraska&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New York": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+York&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Oklahoma": "https://www.indeed.com/jobs?q=Field+Engineer&l=Oklahoma&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Virginia": "https://www.indeed.com/jobs?q=Field+Engineer&l=Virginia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Louisiana": "https://www.indeed.com/jobs?q=Field+Engineer&l=Louisiana&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Minnesota": "https://www.indeed.com/jobs?q=Field+Engineer&l=Minnesota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Tennessee": "https://www.indeed.com/jobs?q=Field+Engineer&l=Tennessee&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Wisconsin": "https://www.indeed.com/jobs?q=Field+Engineer&l=Wisconsin&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"California": "https://www.indeed.com/jobs?q=Field+Engineer&l=California&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Jersey": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Jersey&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Mexico": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Mexico&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Washington": "https://www.indeed.com/jobs?q=Field+Engineer&l=Washington&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Connecticut": "https://www.indeed.com/jobs?q=Field+Engineer&l=Connecticut&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Mississippi": "https://www.indeed.com/jobs?q=Field+Engineer&l=Mississippi&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"North Dakota": "https://www.indeed.com/jobs?q=Field+Engineer&l=North+Dakota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Pennsylvania": "https://www.indeed.com/jobs?q=Field+Engineer&l=Pennsylvania&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Rhode Island": "https://www.indeed.com/jobs?q=Field+Engineer&l=Rhode+Island&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"South Dakota": "https://www.indeed.com/jobs?q=Field+Engineer&l=South+Dakota&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"Massachusetts": "https://www.indeed.com/jobs?q=Field+Engineer&l=Massachusetts&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"New Hampshire": "https://www.indeed.com/jobs?q=Field+Engineer&l=New+Hampshire&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"West Virginia": "https://www.indeed.com/jobs?q=Field+Engineer&l=West+Virginia&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"North Carolina": "https://www.indeed.com/jobs?q=Field+Engineer&l=North+Carolina&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106",
"South Carolina": "https://www.indeed.com/jobs?q=Field+Engineer&l=South+Carolina&sc=0bf%3Aexrec%28%29%3B&vjk=e3d4974a02f6f106"
}
],
"__IMTAGGLENGTH__": 1
}
]
BUNDLE 3
[
null
]
Hi @Owen_L
To achieve the desired format of URLs, please follow the below steps:
This will give you results like this:
I removed one link for your reference to show in case of no value
value Exists
:
This will give you the result in desired format but instead of url, you will see value- image 3:
To replace the value with url, first pass the array to “transform to JSON” module- image 4:
Now use “parse json” module by replacing “value” with “url”- image 5:
Again use aggregator to aggregate all the URLs:
Now you can map the array from second aggregator to your apify module. 
If you require additional assistance, please don’t hesitate to reach out to us.
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