It is better not to violate the rights to images

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As an experiment, you can create different versions of ads for a group of keywords or an audience segment. In one case, display the advertising object, for example, a zoo, an excursion bureau, a farm store, describing its features in the text. In another, show emotional shots, enhancing the effect with text with the consumer's benefit. Analyze which ads will have a higher CTR.
The " Context+ " technology is A/B testing and continuous improvement of ads, traffic analysis and adjustment of negative words. Up to 45% of the advertising budget will turn into additional volume of orders.
The ideal case is when pictures are prepared specifically for an advertising campaign: photos, drawings, illustrations and other formats. But this is not available to everyone, so you have to turn to open resources.
There is nothing shameful in this practice - the main thing is not to hong kong phone number material violate copyright. Look for suitable images in Yandex and Google search. Go to photo stocks, where you can even download good images for free. We will make it easier for you to find such sites - here is a selection of 20 photo hosting sites and four services to replace Canva .
Try to choose unique shots - few people take seriously the suffering Harold, that same ageless girl and any template photos with feigned emotions.
Leave us alone!
How to generate a picture with a neural network in Direct We have already mentioned that neural networks significantly save time on selecting images for creatives. In the Direct advertising account, images are generated by the Yandex neural network.
In expert mode
The neural network image generation function is available for a single performance campaign (SPC) in expert mode.