When designing software, you must first clearly comply with laws and regulations, ethical guidelines, and platform rules. The generation and dissemination of ”irrelevant advertising information" is usually related to spam, harassment of users, etc., and may violate the "Anti-SPAM Act" (such as the CAN-SPAM Act in the United States), the "Personal Information Protection Act" and other laws, and may also destroy the user experience and lead to platform bans. Therefore, **It is strongly recommended not to develop such tools**. If your question is for technical research or testing purposes (such as generating simulation data), the following is only an academic discussion of technical realization ideas, but it should be noted that ** Is strictly limited to the scope of legal compliance.**： --- ### Technical realization ideas (for theoretical analysis only) 1. **Templated content generation** -Design multiple advertising templates, such as： - "[{Product}] Limited time discount! Click to receive {discount}! " -"Hello {user}, {brand} launched a brand new {feature}, experience it now! " -Use placeholders (such as`{product}`,`{offer}`) to randomly fill in the vocabulary in the preset thesaurus, such as： -**Product thesaurus**: Mobile phone case, financial management course, fitness membership -**Preferential thesaurus**: 50% discount, free trial, gift 2. **Natural Language processing (NLP) enhancement** -Use lightweight NLP models (such as GPT-2 or rule models) to generate sentences that seem reasonable but have no substance. -For example, enter the keyword “Health” and output: “Brand new health plan, make your every day full of vitality!" ” 3. **Automated distribution mechanism** -Integrate API calls (such as mail services, social media platform APIs), but strictly abide by platform rules (such as frequency restrictions, user licenses). -**Note**: Mass distribution without the user's consent may constitute an offense. 4. **Anti-filtering strategy (not recommended)** -Randomly insert special symbols (such as "health**Kang"” and replace synonyms (”Cheap“→ ”Low price") to bypass simple keyword filtering. -**Risk warning**: Such actions may violate platform policies and lead to legal consequences. --- ### Ethics and Legal advice 1. **User license** -Only send information (such as subscribers) to users who expressly agree to receive advertisements. 2. **Content relevance** -Generate advertisements related to user interests (based on historical behavior analysis), not irrelevant content. 3. **Compliance design** -Added the ”Unsubscribe" function to comply with privacy regulations such as GDPR and CCPA. 4. **Social responsibility** -Avoid generating misleading, false or harassing content and maintain the health of the network environment. --- ### Alternative suggestion If the goal is to test or simulate advertising scenarios, consider： 1. Generate **Harmless placeholder ads** (such as "Example ad: Promotional content is displayed here”). 2. Use public data sets (such as Kaggle advertising corpus) for data analysis. 3. Develop an AI-based **Personalized recommendation system** to improve the relevance of advertising to users. --- Please always use technology to promote social progress, not to make information noise. If you need to further explore compliance technical solutions, it is recommended to consult a legal and ethics expert.