The invention relates to an intelligent marketing
content generation and
optimization system, and belongs to the technical field of
artificial intelligence and
digital marketing. According to the
system, through cooperative operation of the
data acquisition module, the intelligent
text generation module, the multi-
modal synthesis module, the risk management and control module and the dynamic optimization module, whole-process closed-loop management of marketing content is realized. The
data acquisition module captures
unstructured data from a multi-source platform based on a user
authorization protocol, semantic cleaning and structured
processing are performed through a
large model interface, and the problems of data dispersion and fragmentation are solved. The intelligent
text generation module receives user parameters through an interactive interface, matches a preset prompt word
bank, calls a
large model interface to generate multi-version
copywriting in batches, and supports concurrent
processing of single-choice or multi-choice product lists. The multi-
modal synthesis module extracts keywords according to
copywriting semantics, matches pre-annotated visual materials and generates multilingual speech paraphrases, so as to ensure the consistency of graphic and text information. The risk management and control module intercepts sensitive content in real
time based on an industry rule base, and guarantees output compliance. And the dynamic optimization module integrates the user behavior data to generate a delivery strategy, updates a prompt word
bank and a generation model through a closed-loop feedback mechanism, and realizes dynamic
adaptation of contents and market demands. Compared with a traditional method, the
system has the advantages that the
content generation efficiency, the cross-
modal matching precision and the compliance
control level are remarkably improved, and the
system is suitable for the global
digital marketing requirements of multiple industry scenes such as e-commerce,
industrial equipment and cross-border trade.