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It's fairly easy to implement StructuredWeb within my existing marketing processes, probably a seven or eight on a scale of 1 to 10. Navigating through what they call the small journeys for setting up the marketing campaigns is more complicated; I'd rate that probably a five, as we're just starting some of that process now, and one of the reasons we haven't started until now is that it's quite complicated. The complexity in navigating the setup hasn't affected the speed of launching marketing campaigns significantly; there are some internal processes that contribute. The biggest issue that affected our speed of launching was the content upload process, where certain formats are easy for StructuredWeb to upload, while others take more time and are more manual. StructuredWeb is very focused on partner marketing and certainly competes as a best-of-breed solution. There are other platforms that have elements of what StructuredWeb offers, but from what I've seen, it's very high for a partner marketing-specific platform. The effectiveness of the personalized content delivery in enhancing partner engagement is a very strong component; however, the only criticism we've received from partners is that sometimes our rules about what can be edited on the content are too restrictive for them. They would appreciate seeing us exercise more flexibility and less control. But that's an internal policy issue, not a problem with StructuredWeb. Managing personalized content for different partners within StructuredWeb really comes down to partner size and resources. Larger partners typically use the platform to occasionally co-brand the content and then download it without extensive editing. In contrast, smaller partners, who may not have their own marketing platforms, engage in more extensive editing on the StructuredWeb platform and sometimes deploy from there and sometimes from their own platform. We haven't really utilized the AI assistant for creating and distributing marketing content yet. There are two AI models: one internal and one external, where we haven't launched the external one available to our partners via the platform. The internal one has been experimented with, but due to turnover in staff, those initially trained are no longer with us, so we feel we're back to square one. Additionally, the AI component is somewhat tedious due to our AI council regulations within Imnissa, which has restricted us from using all capabilities from StructuredWeb. I would rate StructuredWeb an eight out of ten.
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