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How does the Meta Ads auction work?

Article about the most important. Understanding how auctions work is one of the key concepts that every targeted advertising specialist or entrepreneur who regularly invests resources should understand.Understanding this foundation can be compared to the importance of knowing your target audience, without which it's impossible to move forward.

  1. What algorithms govern the auction?Operating principle: Every time an Instagram or Facebook user enters the platform, advertisers compete for the opportunity to show them their advertising message. Due to high market competition and the limited size of the desired target audience, Meta Ads is primarily interested in promoting the most relevant advertising content for the given audience. Ad display and winning the auction depends on several factors, specifically on the estimated value of showing your ad to the user (Total Value). This value can be expressed using the following formula:

Your bid: If you give Facebook full control, the bid is calculated automatically based on your budget. In the auction bid, you can limit Meta to the value of the target action - views, clicks, conversions, or allow Meta to regulate this value independently.

Probability of action: The algorithm estimates how likely it is that the user will perform the target action, such as purchasing a product.

Ad quality: Facebook evaluates how relevant and interesting your ad is for the target audience.

It's appropriate to explain this complex formula in simpler terms. As we defined earlier, Meta Ads aims to show users the most relevant content possible. It's very important for the company to keep users on their platform because the more time they spend there, the higher its monetization.

If your ad budget is low compared to the competition and the likelihood of audience interest in the target action or interaction with the content is low, then the cost per result will be high. Conversely, if your content is as relevant as possible, the budget is sufficient, and the audience tends to perform target actions, then the conversion costs will be within acceptable values.

The platform calculates each of these indicators separately (except for the bid, which you can regulate yourself). Whether you win the auction or not depends on the aggregate Total Value indicator.

If you win the auction, Meta Ads will allow you to display your advertising message, and you have the opportunity to show your ad to the user who was competed for in the auction. However, if this user visits the platform again, they will be entered into a new auction.

Example of TV calculation (for illustrative understanding of how the algorithm works):

In this example, all advertisers have Total Value = 1.8, so the winner is determined by additional criteria such as display time or other internal Meta metrics.

Totalt Valueis a relative number used to determine the winner of an auction. It combines the bid (in dollars), the probability of action (in percentage/share) and the quality of the ad (in units), but is not measured in a specific physical unit.

How is the auction rate regulated?

If we are talking about setting a bid for a certain action in an auction (CPM, CPC, CPA), there are 2 types of possible bids: a target cost per result and a capped bid.

In the first case, you set Meta Ads the recommended amount of this bid, and within the daily or lifetime budget, Meta Ads can adjust the amount of this bid independently, sometimes giving results slightly more expensive or slightly cheaper than the specified amount (but trying to keep the average rate in line with the bid).

In the second case, you set a threshold bid, above which Meta Ads should absolutely not bring you conversions. If Meta does not find users ≤ this bid, you will not get a conversion.

La método de configuración de bidas se usada en más casas para empresas de escala, y no es recomendado para usar esta restricción a la livello hypothesífica.

If you do not set a bid, Meta Ads independently adjusts its size and strives to provide you with the highest number of conversions, in accordance with the budget and market conditions.

  1. What happens if you set a low conversion bid in a highly competitive market?If you set too low a conversion bid (e.g., $2) in a highly competitive market where the actual cost per conversion is higher (e.g., in the USA), your ad may receive no impressions or very few.

Why does this happen?

  • High competition: Other advertisers are willing to pay more for the same target audience, and their Total Value in the auction will be higher.
  • Inability to meet your bid: Facebook won't be able to optimize impressions to keep the cost per conversion within $2. In such cases, it won't participate in auctions requiring higher bids.
  • The algorithm will try to find less competitive segments of your target audience (e.g., users with lower conversion probability or less popular time intervals) to try to stay within your budget.
  • However, such impressions may be less effective because a target audience with low conversion probability likely won't bring desired results.
  1. Why is the cost per impression (CPM) high in auctions with narrow audiences?Targeting specialists and entrepreneurs often use custom audiences in their tests (customer lists, website users focused on specific actions, etc.), which can increase the cost per impression due to limited audience size.

CPM (cost per 1000 impressions) for narrow audience segments tends to be high due to several key factors related to competition, user availability, and Meta Ads algorithms.Why CPM increases for narrow target groups:

  1. High competition for narrow audience attention
  2. Limited impression availability
  3. Higher targeting costs
  4. Ad Fatigue problem
  5. Facebook algorithms and impression "value"
  6. What happens if I win the auction as an advertiser but the user doesn't see the ad?If you win the auction but the user doesn't see your ad, you don't pay for this impression. Here's how it works:
  • You only pay for actually viewed ads
  • Facebook only records viewable impressions
  • Facebook redistributes your budget for showing ads to other users
  1. Conditions for counting impressionsFor static ads:
  • Must be visible on screen for at least 1 second
  • At least 50% of ad area must be in visible screen area

For video:

  • Must be visible on screen for at least 2 consecutive seconds
  • 50% of video area must be visible
  1. Ad display order in media contentThe order is determined by:
  2. Auction system
  3. "First is best" logic
  4. Content personalization algorithm
  5. Ad rotation
  6. Geographic and time factors

Example of priority order:

  • User opens feed
  • Algorithm first shows organic content
  • First highest-rated ad is inserted
  • Organic content and ads alternate with decreasing priority

Autor: Nikolas Shevchenko