How do Smart Bidding Strategy Groups Work?

Updated 

A Bid is an offer of a particular amount of money for something when competing against other people to buy it. In other words, it is an amount that an advertiser is willing to pay in an auction to achieve their desired outcome.

The success of your campaign relies on keeping it profitable means getting a greater outcome for your investment by keeping costs low and results high.

To reduce your bidding efforts, Sprinklr has introduced Smart Bidding which is an AI-based algorithm that is trained on your data to predict the best bid value for your ad sets. Smart Bidding saves time and improves the performance of your ads.

Note: Smart Bidding is supported for Facebook, Instagram, TikTok, X, LinkedIn, Pinterest, Snapchat, Reddit, Google Ads & Line.

In this article, we will understand the current bidding pain points and how Smart Bidding is different.

Understanding the Auction System

An ad auction is used to determine the best ad to show to a person at a given point in time. Each time there's an opportunity to show an ad to someone, an auction takes place to determine which ad to show to that person. Billions of auctions take place every day across channels.

To ensure that the winning ad maximizes value for both people and businesses, the winner of the auction is the ad with the highest total value. The total value is a combination of three following major factors:

  • Bid - Amount the advertiser is willing to pay.

  • Estimated Action Rates - Estimate of whether a person converts from an ad.

  • Ad Quality - Measure of the quality of an ad as determined by people viewing or hiding the ad and assessments of low-quality attributes in the ad.

The below table is explaining how the Auction System works in general.

Bid + Estimated Action Rates + Ad Quality = Score
Step 1. Let's assume that Four Advertisers (A, B, C, and D) launch campaigns targeting women between the ages of 25 - 45, who are interested in traveling.

Advertiser A

  • Bid = $11

  • Score = 6

Advertiser B

  • Bid = $7

  • Score = 9

Advertiser C

  • Bid = $5

  • Score = 9

Advertiser D

  • Bid = $3

  • Score = 5

Step 2. More relevant ads often cost less and show more results. In other words, an ad that is relevant to a person could win an auction against ads with higher bids.

In this scenario, Advertiser B delivered impressions to its target audience.

Advertiser A

  • Bid = $11

  • Score = 6

Advertiser B
  • Bid = $7

  • Score = 9

Advertiser C

  • Bid = $5

  • Score = 9

Advertiser D

  • Bid = $3

  • Score = 7

Step 3. Competition decides how much you will be charged as an advertiser.

To determine how much Advertiser B will have to pay, the channel looks at the Advertiser who stood 2nd (in this case, Advertiser C) to determine how much to charge. Advertiser B will pay $5.01 (as Advertiser C bid is $5).

Advertiser A

  • Bid = $11

  • Score = 6

Advertiser B
  • Bid = $7

  • Score = 9

Advertiser C

  • Bid = $5

  • Score = 9

Advertiser D

  • Bid = $3

  • Score = 7

Current Bidding Pain Points

Manual Bidding
Automatic Bidding
  • Manual Bidding for your ad campaign needs constant tracking of ads and adjusting the bid amount accordingly which seems difficult to manage.

  • It also requires a considerable amount of time and effort to perform all the actions.

  • Auto Bid pursues opportunities across auctions at a wider range of costs.

  • It automatically bids in a way to consume the allocated budget over the lifetime of your ad campaign.

  • Automatic bidding can lead to increased CPA. Because the channel is keen to spend through the entire budget allocated for the campaign, they tend to increase bids even when the competition is high.

Sprinklr Smart Bidding

Smart Bidding is the set pros of manual bidding with none of the cons. It is an AI-based algorithm that is trained on your data to predict the best bid value for your ad sets. By automating the manual bid process with AI, Smart Bidding saves time and improves performance.

Benefits of Smart Bidding
  • Smart Bidding will optimize your bid value in real-time to maximize the performance of your campaign at the lowest Cost Per Acquisition (CPA).

  • The algorithm will look at the real-time performance of your ad sets and automatically adjust the bid value to ensure a maximum result at the lowest bid.

  • This capability will help you achieve an improved ROAS of your advertising campaigns.