Explanation
It seems like the majority of the customer database are married women, between ages 25-34, who live in Los Angeles, and like fashion and shopping.
You should use this information as a baseline to build your next core audience.You should also build a similar audience based on this new information on the three cities where the stores are at: Los Angeles, San Francisco, and San Diego.
More than 66% of the customer base is in Los Angeles, so you should definitely allocate more than 50% of your budget to this market. Unless the case said it wanted to grow specific areas, you need to allocate budget according to the data in your analysis.

Explanation
An ad set or campaign with a budget in one of the following currencies (USD, AUD, CAD, SGD, JPY, NZD, TWD, EUR, CHF, SEK, HKD, GBP, ILS, NOK, KRW, DKK) is required to meet the following minimums:
* If it gets charged for impressions, its daily budget must be at least $1 a day
* If it gets charged for clicks, Likes, video views or post engagement, its daily budget must be at least $5 a day
* If it gets charged for low frequency events like offer claims or app installs, its budget must be at least
$40 a day
An ad set or campaign with a budget in other currencies is required to meet the following minimums:
* If it gets charged for impressions, its daily budget must be at least $0.50 a day
* If it gets charged for clicks, Likes, video views, or post engagement, its daily budget must be at least
$2.50 a day
* If it gets charged for low frequency events like offer claims or app installs, its budget must be at least
$20 a day

Explanation
You can prevent your ad from running next to certain types of content on placements by choosing the Exclude Categories option below the Edit Placements section of your Ad Set.
There are five categories:
* Debatable social issues: Topics related to debated social issues, such as religion, politics, immigration and more. Does not apply to Audience Network mobile apps.
* Mature: Topics including violence, firearms, sexual content, profane language, and more. Does not apply to Audience Network mobile apps.
* Tragedy and conflict: Topics that contain emotional or physical suffering, such as crime, illness, bullying and more. Does not apply to Audience Network mobile apps.
* Dating: Websites and apps that have been categorized as dating. Ads may still appear alongside content about relationships and dating.
* Gambling: Websites and apps that have been categorized as gambling, where winners receive money or prizes. Ads may still appear on websites or apps where people play games just for fun.
All five categories can be excluded on Audience Network and Instant Articles, but you can only block the categories Mature, Tragedy and Conflict and Debatable Social Issues on In-Stream Video.

Explanation
The following scenarios are examples of link clicks that may not result in a landing page views:
* A person clicks a link accidentally and closes the page before it gets a chance to load
* A person clicks a link intentionally, but the page takes too long to load and the person closes it before it finishes If I can optimize for landing page views, should I?
It depends on your goal and/or ad format:
* If your goal is to get more traffic on a specific page (or specific pages) of your website: We recommend landing page view optimization over link click optimization, since the former can improve traffic quality. We especially recommend it if you're trying to get people to land on a page (or pages) on their mobile devices.
* If your goal is to get more conversions: We recommend trying to optimize for conversions first.
However, conversion optimization does not work for everyone. A conversion-optimized ad set needs to get about 50 of the conversion it's optimized for per week (though getting even more is better) to have a chance at being effective. If your ad set doesn't get that many per week, landing page views could be an effective alternative. They're also a good choice if you don't have lower-funnel events (ex: a purchase conversion) set up with your pixel yet.
* If your goal is to get more people viewing more content on your site overall (not landing on specific destination URLs of ads): We recommend optimizing for ViewContent conversions instead of landing page views, since the former optimizes for people to view any page on your site with that event added.
Note: This means you have to add that specific event to every page you want people to view. For landing page view optimization, you only have to have the pixel base code on every page you want people to land on (we only optimize for people landing on your website after clicking from your ad).
However, keep in mind that this type of optimization is not available for ad sets in Traffic campaigns.
* If you're using an ad format (ex: Canvas, Offers, Messenger) that takes people to a Facebook page or video: We recommend optimizing for link clicks, not landing page views.

Explanation
Facebook TRP Buying has the following benefits primarily:
* Incremental Target Audience Reached: Measured across 42 US campaigns, when TV and Facebook were combined, advertisers saw a 19% increase in targeted reach versus TV alone. When Millennials were the target audience, incremental reach increased to 37%.
* Efficiency: Across the same 42 campaigns, Facebook impressions were two times more likely to hit their target audience than TV impressions. This means advertisers spent less to reach their target audiences.
* Effectiveness: A study by Nielsen of seven recent campaigns showed that, compared to people who saw TV alone, people exposed to both TV and Facebook demonstrated a 3.2 percentage point increase in ad memorability, 11.5 percentage point increase in brand linkage, and a 22.7 percentage point increase in like-ability linkage.
* Measure Traditional Campaigns: With Facebook TRP buying, advertisers can measure traditional channels with online channels equally through third-party providers.
Facebook currently partnered with Nielsen Digital Ad Ratings in order to verify on-target impressions. Keep in mind that all TV marketing efforts that run in conjunction with Facebook TRP buying ads should be geared towards branding campaigns, not direct response campaigns.