Hi all,
I am currently working on a Python script to fetch the impressions of
individual headlines in Responsive Search Ads (RSAs) using the Google Ads
API. However, I am facing an issue with the current implementation as the
headlines are returned as an iterable variable, while the impressions are
row-level variables.
Here's the code snippet that I've been working with:
def get_rsas_headlines_and_impressions(client, customer_id):
client = GoogleAdsClient.load_from_storage(path="google-ads.yaml")
ga_service = client.get_service("GoogleAdsService")
query = '''
SELECT
ad_group_ad.ad.responsive_search_ad.headlines,
metrics.impressions
FROM ad_group_ad_asset_view
WHERE
ad_group_ad_asset_view.field_type IN ('HEADLINE')
AND ad_group_ad.ad.type = 'RESPONSIVE_SEARCH_AD'
ORDER BY metrics.impressions DESC
'''
ga_search_request = client.get_type("SearchGoogleAdsRequest")
ga_search_request.customer_id = customer_id
ga_search_request.query = query
ga_search_request.page_size = _DEFAULT_PAGE_SIZE
response = ga_service.search(request=ga_search_request)
rsa_headlines_impressions = []
for row in response:
# Loop through the headlines and get the text
headlines = []
if row.ad_group_ad.ad.responsive_search_ad.headlines:
for headline in
row.ad_group_ad.ad.responsive_search_ad.headlines:
headlines.append(headline.text)
impressions = row.metrics.impressions
rsa_headlines_impressions.append({
"headline": headlines,
"impressions": impressions
})
return rsa_headlines_impressions
The only way I am able to access the headlines object is by iterating
through it, otherwise it throws an error:"Object of type RepeatedComposite
is not JSON serializable" . The issue with this implementation is that I am
unable to fetch the impressions for each individual headline within the
RSA. The current code retrieves impressions at the row level, and headlines
are returned as an iterable variable. As a result, the impressions are
attributed to the entire asset, rather than each individual headline.
Is there a way to modify the GAQL query or the code to access the
impressions of individual headlines within a Responsive Search Ad? Any
guidance or code snippets would be greatly appreciated.
Thanks in advance for your help!
Sriram
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