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Salesforce Marketing Cloud Intelligence Accredited Professional (AP-215) Exam - Topic 4 Question 44 Discussion

Posted by Melinda on Jan 05, 2026 at 05:16 AM

A client has provided you with sample files of their data from the following data sources:

1.Google Analytics

2.Salesforce Marketing Cloud

The link between these sources is on the following two fields:

Message Send Key

A portion of: web_site_source_key

Below is the logic the client would like to have implemented in Datorama:

For 'web site medium' values containing the word ''email'' (in all of its forms), the section after the ''_'' delimiter in 'web_site_source_key' is a 4 digit

number, which matches the 'Message Send Key' values from the Salesforce Marketing Cloud file. Possible examples of this can be seen in the

following table:

Google Analytics:

Salesforce Marketing Cloud:

The client's objective is to visualize the mutual key values alongside measurements from both files in a table.

In order to achieve this, what steps should be taken?

Suggested Answer: A

To create a linkage between Google Analytics and Salesforce Marketing Cloud data based on the 'Message Send Key' and a portion of the 'web_site_source_key,' both values need to be harmonized into a common key. This is done by mapping the full Message Send Key from Salesforce Marketing Cloud and the extracted part of the web_site_source_key from Google Analytics to the same Custom Classification Key. This mapping will create a common identifier that can be used to combine the data from both sources for analysis and visualization.


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26 comments · newest first
AL
Alita 6 months ago
Option D looks good too. It aligns well with the extraction logic needed.
CA
Casie 6 months ago
I prefer option B. Creating a custom attribute seems more straightforward for visualization.
BE
Berry 6 months ago
I think option A is the best. Mapping to Custom Classification Key makes sense.
AR
Arletta 6 months ago
This question is tricky! I feel like it requires a solid understanding of data mapping.
GE
Gertude 6 months ago
Not sure about that, C seems more straightforward to me.
SA
Sage 6 months ago
I think option B makes the most sense for the data fusion.
DE
Denise 7 months ago
Wait, does the 4-digit number always match? Sounds tricky.
NE
Nettie 7 months ago
Totally agree, that's the right way to connect the data!
IZ
Izetta 7 months ago
The link is on Message Send Key and web_site_source_key.
FE
Felicidad 7 months ago
Option B looks good, but I think D is the way to go. Gotta love those custom attributes!
HO
Horace 7 months ago
Haha, I bet the client is really hoping we get this right. No pressure, right?
ID
Idella 8 months ago
Hmm, I'm not sure about checking the Override Media Buy Hierarchy checkbox. Seems like it might cause some issues.
SI
Silvana 8 months ago
I agree, the extraction logic should be mapped to a custom attribute.
JO
Jolanda 8 months ago
Option D seems the most logical choice here.
KR
Kris 8 months ago
I feel like option A could work, but I’m not sure if mapping the entire Message Key is necessary. We might need to check the requirements again.
YO
Youlanda 9 months ago
I’m a bit confused about the extraction logic part. I think it involves regex, but I can’t recall the exact steps we practiced.
JA
Jani 9 months ago
This question feels similar to one we practiced where we had to link different data sources. I think using a custom attribute might be the way to go.
CY
Cyndy 9 months ago
I remember we discussed how to map fields in Datorama, but I'm not entirely sure which option is best for this scenario.
LI
Linsey 9 months ago
Ah, I see the connection now. The 4-digit number in the web_site_source_key needs to be matched to the Message Send Key. Option D looks like the best way to achieve that. Time to double-check my work before submitting.
JE
Jesus 9 months ago
This is a good test of my data integration skills. I'm going to carefully review the data sources and the expected output to make sure I fully understand the requirements before selecting an answer.
DE
Desirae 10 months ago
Okay, I see what they're asking for. I think option D is the right approach - create a custom attribute to hold the extraction logic and then fuse that with the Message Send Key. Seems straightforward enough.
GU
Gussie 10 months ago
Hmm, the key is matching the 4-digit number from the web_site_source_key to the Message Send Key. I think option D might be the way to go, but I'll double-check the other choices just to be sure.
JA
Javier 10 months ago
This looks like a tricky one. I'll need to carefully read through the details and think through the logic step-by-step.
LA
Lavera 4 months ago
↳ replying to Javier
I think option A makes the most sense for clarity.
SE
Selene 4 months ago
↳ replying to Javier
Agreed! The mapping logic is key here.
JO
Jolanda 5 months ago
↳ replying to Javier
This is definitely complex! I see the connection points.
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