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Salesforce Certified B2C Solution Architect (Arch-302) Exam - Topic 4 Question 94 Discussion

Posted by Coral on Aug 18, 2025 at 12:59 PM

A company had strong new-customer growth for the year but has noticed that lifetime value has been declining. They want to run automated re-engagement campaigns with customers who made purchases in the last 24 months but are unsure of where to start. They have Service Cloud, Marketing Cloud, and B2C Commerce implemented and recently began using Tableau CRM (formerly Einstein Analytics).

Which two recommendations should a Solution Architect provide to the company to improve the success of the automated campaign? Choose 2 answers

Suggested Answer: A, D

Option A is correct because configuring Einstein Retargeting Recommendations in Marketing Cloud to automate segment generation for Journey Builder is a valid recommendation to improve the success of the automated campaign. Einstein Retargeting Recommendations uses machine learning to identify customers who are likely to purchase again based on their past behavior and preferences, and automatically creates segments for Journey Builder to send personalized messages and offers.

Option D is correct because using Einstein Discovery to generate a retargeting score representing likelihood to purchase in the next three months is a valid recommendation to improve the success of the automated campaign. Einstein Discovery uses advanced analytics and AI to analyze data from multiple sources and generate predictive insights and recommendations. A retargeting score can help the company prioritize and target customers who have a high probability of buying again.

Option B is incorrect because using SMS as a channel due to its significantly higher engagement rate as compared to email is not a valid recommendation to improve the success of the automated campaign. SMS may have a higher engagement rate than email, but it also has a higher cost and a lower personalization potential. SMS should be used sparingly and strategically for time-sensitive or urgent messages, not for general re-engagement campaigns.

Option C is incorrect because generating personalized coupon codes in B2C Commerce and sending them through Marketing Cloud to be able to effectively track impact of campaigns is not a valid recommendation to improve the success of the automated campaign. Personalized coupon codes may increase conversions and loyalty, but they also reduce margins and profitability. Coupon codes should be used selectively and carefully for customers who have a high lifetime value or a high retargeting score, not for all customers who made purchases in the last 24 months.


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23 comments · newest first
FL
Fletcher 10 months ago
I love the idea of personalized coupons, that could really bring people back!
BR
Brittani 10 months ago
D seems a bit overkill for just retargeting, not sure it’s necessary.
TA
Tayna 10 months ago
C sounds interesting, but can we really track coupon impact accurately?
NO
Nohemi 11 months ago
Totally agree, but B could really boost engagement too!
DE
Delmy 11 months ago
A is a solid choice for automating segments!
GA
Gail 12 months ago
I vaguely recall something about using Einstein Discovery for scoring, which could help prioritize customers. D might be worth considering too.
BE
Benton 12 months ago
I think using personalized coupon codes in C makes sense since tracking the impact is crucial for understanding customer behavior.
JO
Joni 1 year ago
I'm a bit unsure about the best channel to use. SMS seems effective, but I wonder if it really outperforms email in all cases.
AL
Allene 1 year ago
I remember we discussed the importance of segmenting customers for targeted campaigns, so I think A could be a good option.
OD
Odelia 1 year ago
Ah, I see. Using Einstein Retargeting Recommendations and generating personalized coupon codes seem like solid strategies to improve the campaign's success.
TR
Truman 1 year ago
Okay, let me think this through step-by-step. I know I need to focus on automating the re-engagement campaigns and leveraging the available Salesforce tools.
GE
Gerry 1 year ago
Hmm, I'm a bit unsure about this one. There are a lot of Salesforce products mentioned, and I'm not sure how they all fit together for this use case.
CH
Chantay 1 year ago
This question seems straightforward. I think I can use my knowledge of Salesforce products to identify the best recommendations.
MI
Mila 1 year ago
I'd recommend A and C. Automating the segment generation is crucial, and being able to track the impact of personalized offers is also important.
JE
Jeff 1 year ago
I agree, A and D are the way to go. Leveraging the AI capabilities of the Salesforce platform is key to driving more effective customer re-engagement.
MI
Michael 10 months ago
↳ replying to Jeff
Personalized coupons will definitely help track campaign success!
JA
James 11 months ago
↳ replying to Jeff
Using Einstein Discovery for retargeting scores is smart!
JI
Jill 11 months ago
↳ replying to Jeff
A and D sound perfect! AI can really boost engagement.
LA
Lashaunda 11 months ago
↳ replying to Jeff
Totally agree! Automating segment generation is a game changer.
GE
Genevieve 1 year ago
A and D seem like the most promising options to improve the automated campaigns. Using Einstein Retargeting Recommendations and Einstein Discovery will help with targeted segmentation and predictive analytics.
SL
Slyvia 1 year ago
I believe using SMS as a channel, like option B suggests, could really boost engagement.
DY
Dyan 1 year ago
I agree with Peggie, but I also think option D could be beneficial in predicting likelihood to purchase.
PE
Peggie 1 year ago
I think we should go with option A, to automate segment generation for Journey Builder.
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