brand personality
Social Media Ready Caption Generation for Brands
Maheshwari, Himanshu, Goswami, Koustava, Saxena, Apoorv, Srinivasan, Balaji Vasan
Social media advertisements are key for brand marketing, aiming to attract consumers with captivating captions and pictures or logos. While previous research has focused on generating captions for general images, incorporating brand personalities into social media captioning remains unexplored. Brand personalities are shown to be affecting consumers' behaviours and social interactions and thus are proven to be a key aspect of marketing strategies. Current open-source multimodal LLMs are not directly suited for this task. Hence, we propose a pipeline solution to assist brands in creating engaging social media captions that align with the image and the brand personalities. Our architecture is based on two parts: a the first part contains an image captioning model that takes in an image that the brand wants to post online and gives a plain English caption; b the second part takes in the generated caption along with the target brand personality and outputs a catchy personality-aligned social media caption. Along with brand personality, our system also gives users the flexibility to provide hashtags, Instagram handles, URLs, and named entities they want the caption to contain, making the captions more semantically related to the social media handles. Comparative evaluations against various baselines demonstrate the effectiveness of our approach, both qualitatively and quantitatively.
How will AI voice tech disrupt your brand's personality?
After a decade of brands being tried and tested by social media, another new medium is set to challenge brand integrity: AI-powered voice technology. This new voice-controlled world will not only test brand differentiation, but also how enduring a brand's relationship is with its consumers. Tone of voice has long been an essential component of a brand development, helping marketers embody and express the personality of their brand, largely via the written word. Before the rise of Facebook, Twitter and other social media this was a straightforward exercise, developing a brand's tone of voice safe in the knowledge that all text written for advertisements, marketing collateral, website content, or for press use, would be carefully reviewed, checked and approved against those guidelines. Smart brands have since extended their brand identity guidelines to help them manage how they communicate via social media, where brand communications can be free-flowing conversations that are not planned in advance, regulated by the letter and can be disrupted by consumers.