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- ⚖️ Google Fights Back in AI Defamation Lawsuit
⚖️ Google Fights Back in AI Defamation Lawsuit
Plus: I Found 12 New Business Trends For AI Using ChatGPT
Rohan Islam
November 18, 2025
Welcome back to “Trendwise AI”
Today’s Recipes:
⚖️ Google Fights Back in AI Defamation Lawsuit
+ AI Innovations: Startup Spotlight: I Found 12 New Business Trends For AI Using ChatGPT
And More….
What: Google is moving to dismiss a $15 million defamation lawsuit filed by activist Robby Starbuck, who claims its AI chatbot falsely linked him to sexual assault allegations and white nationalism. Unlike Meta, which recently settled a similar suit and even hired Starbucks as an advisor, Google argues the outputs resulted from “misuse of developer tools” and aren’t grounds for legal liability.
Why: This case tests a critical legal boundary: Can companies be held responsible for AI “hallucinations”? So far, no U.S. court has awarded damages for AI-generated defamation. Google’s stance could set a precedent for whether chatbots are treated like publishers or just unpredictable software.
Impact: If courts side with Google, it may embolden other AI firms to shrug off harmful outputs as user error. But if plaintiffs win, it could force companies to rethink how and whether they deploy generative AI in public-facing tools.
As AI blurs the line between tool and speaker, the law is scrambling to catch up. Would you trust a chatbot’s word about someone’s reputation or demand accountability when it gets it dangerously wrong? The answer could reshape AI’s future.
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I Found 12 New Business Trends For AI Using ChatGPT
Steal My Mega Prompt
When Steve Jobs unveiled the iPhone, he wasn’t just building a phone — he was redefining how we connect with the world.
And when it worked, he couldn’t believe that it was going to deeply change the life of billions.
The same thing happens with everyone because you never know what the big thing is coming, but we surely have the potential to build it.
For this purpose, I crafted one mega prompt and ran it inside ChatGPT, which helped me unlock 12 AI related new trend ideas for business, you can find these ideas at the end of this story.
The Prompt
I want you to act as an Elite Trend Research Strategist, Market Analyst, and Digital Innovation Consultant with deep expertise in identifying emerging trends across industries before they become mainstream.
Your job is to help me uncover fresh, unique, and high-potential trend ideas related to my niche: [INSERT NICHE OR INDUSTRY].
Before generating your findings, think like a professional trend researcher who analyzes:
1. Consumer behavior shifts
2. Technological innovation patterns
3. Social media conversations
4. Startup launches
5. Content virality patterns
6. Economic and cultural movements
7. Online communities’ unmet needs
Use frameworks like PESTLE (Political, Economic, Social, Technological, Legal, Environmental) and Trend Lifecycle Theory (Emerging → Accelerating → Established → Saturated) to ensure your findings are both strategic and actionable.
Objectives:
You will produce an in-depth Trend Discovery Report divided into the following sections:
#1. Trend Landscape Overview
— Briefly summarize the current landscape of [NICHE] and identify where most of the innovation or consumer attention currently lies.
— Identify the macro themes shaping the future of this space (e.g., sustainability, personalization, automation, mental health, creator economy, etc.).
— Highlight 3–5 global or cultural forces that could influence the next big wave of trends in this niche.
#2. New and Emerging Trends (High-Potential Ideas)
— List 10–15 specific trend ideas, each explained in 3 parts:
— Trend Name or Concept: Give it a memorable, brandable name (e.g., “Micro-Mastery Learning” or “AI Accountability Tools”).
— Why It’s Growing: Describe what’s driving this trend — changing behavior, new technology, cultural mindset, etc.
— Opportunity Potential: Explain how a creator, entrepreneur, or brand in [NICHE] can capitalize on this trend. Include suggestions for products, content ideas, services, or platforms.
#3. Cross-Industry Inspiration
— Show 3–5 examples of trends in other industries that could be adapted or reinterpreted for [NICHE].
— For each, explain how that idea could evolve or merge with existing practices to spark innovation.
#4. Tools and Data Sources for Validation
— Recommend real-world tools, platforms, or methods to validate these trend ideas, such as:
— Keyword and search trend analysis (Google Trends, Exploding Topics, Glimpse)
— Startup monitoring (Product Hunt, Crunchbase)
— Content virality tracking (TikTok, Reddit, Twitter, YouTube, Medium)
— Audience insight tools (SparkToro, AnswerThePublic, Semrush, Ahrefs)
— Include a short guide on how to use these tools effectively for continuous trend monitoring.
#5. Monetization Potential
— For the top 3 most exciting trend ideas, provide:
— Monetization models: (e.g., digital products, subscriptions, affiliate programs, SaaS, consulting, courses, etc.)
— Scalability analysis: short-term vs. long-term ROI
— Difficulty and competition level
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#6. Creative Opportunities
— Provide content and product opportunities inspired by these trends — things like:
— YouTube or Medium topics that could go viral
— Notion templates, tools, or resources people would pay for
— Social media campaigns or micro-niches to target
— Potential collaborations or brand partnerships
Formatting Instructions
— Present your full response in a clean, well-organized report format using the following structure:
1. Trend Landscape Overview
2. New and Emerging Trends
3. Cross-Industry Inspiration
4. Tools and Data Sources for Validation
5. Monetization Potential
6. Creative Opportunities
Additional Input Parameters
[TARGET AUDIENCE]: who I’m trying to reach (e.g., small business owners, Gen Z creators, tech professionals)
Tone and Depth
— Maintain a data-driven, insight-rich, and forward-thinking tone.
— Avoid generic statements — focus on specific examples, patterns, and actionable insights.
— Think like a strategist for top brands preparing a future trends forecast deck.
Output Goal
By the end of your response, I should have:
— A list of fresh, evidence-based trend ideas
— Clear paths for monetization or creative use
— A repeatable framework for discovering new trends anytime
12 Business Trend Ideas I Found
Here are 12 trend ideas for the AI niche, each with name, why it’s growing, and opportunity potential for small business owners:
#1. Concierge Agent Ecosystems
Why It’s Growing: As generative AI and agentic systems mature, AI isn’t just responding to prompts — it’s orchestrating workflows, connecting services and acting on behalf of users. Businesses expect AI to do more than suggest; they expect action.
Opportunity Potential: A small-business owner could build an AI agent that integrates customer support, scheduling, upselling and feedback into one “concierge” tool. For example: a salon or boutique uses an AI assistant that books appointments, suggests products, follows up with the customer and learns preferences over time.
#2. AI-Driven Micro-Niche Content Factories
Why It’s Growing: Content demand (video, social, blogs) is skyrocketing. Companies need high-volume, targeted, personalized content and AI makes this possible. Search-interest for “AI content generation” is rising dramatically.
Opportunity Potential: A small business could specialize in delivering AI-powered content for hyper-niches (e.g., local wellness studios, region-specific food blogs, niche e-commerce) by using LLMs + domain templates. Create a subscription service: “We deliver 4 blog posts, 10 social posts, 2 emails per month — all customized via AI”.
#3. Edge-AI for Offline/Low-Bandwidth Business
Why It’s Growing: Cloud isn’t always viable or efficient (latency, privacy, cost). Edge and embedded AI are becoming more accessible.
Opportunity Potential: For small business owners in retail, hospitality or field services — deploy AI on local devices (smart camera, smart POS) that gives insights without needing heavy cloud infrastructure. E.g., a retail chain uses edge-AI for footfall analytics, inventory alerts, and customer sentiment in-store.
#4. AI-Powered Business Intelligence for SMBs
Why It’s Growing: Big companies have AI-BI tools; smaller businesses are underserved. With SaaS and cheap compute, SMBs can access more. Enterprises expect measurable ROI from AI.
Opportunity Potential: Launch a service that uses AI to analyse a small business’s data (sales, customer behaviour, social engagement) and deliver actionable insights (e.g., “You’re losing X% of repeat customers — offer Y”). Could be packaged as a monthly subscription for local shops, clinics, agencies.
#5. Ethical AI Certification & Governance Solutions
Why It’s Growing: As regulation and ethical scrutiny increase (especially in EU), businesses are seeking frameworks and certifications to show they use AI responsibly.
Opportunity Potential: A consultancy for small businesses that guides them through building “AI-ethics checklists”, audits, bias/misuse risk assessment, and helps them become “AI-trusted”. Could offer templates, training, certification badges.
#6. Hyper-Personalization via Real-Time AI Feedback Loops
Why It’s Growing: Consumers expect experiences tailored to them — but real personalization needs instant feedback, real-time adaptation, and not just static segmentation. AI makes that possible.
Opportunity Potential: For e-commerce, wellness, services — deploy AI that adapts offers, content or service in real-time based on behaviour. E.g., a wellness coach uses AI to adjust a client’s plan instantly based on daily data (sleep, mood, activity), sending personalized suggestions.
#7. AI-Assisted Learning & Upskilling Platforms
Why It’s Growing: The pace of change means skills need constant updating. AI can help personalise learning, track progress, recommend next steps. The democratization of AI tools also means more people are looking to learn how to use them.
Opportunity Potential: Create an AI-powered micro-learning platform for small business owners: how to implement AI in their business, step by step, with resources, prompts, interactive modules. Could be a membership/subscription model.
#8. Creator Economy + AI Tools for Micro-Influencers
Why It’s Growing: The creator economy is booming, and AI tools are lowering barriers to entry (content creation, analytics, idea generation).
Opportunity Potential: Develop an AI suite aimed at micro-influencers or local creators: ideation, caption generation, scheduling, trend monitoring, niche discovery. Monetize via SaaS or tiered subscription.
#9. Sustainable AI & Green Compute Solutions
Why It’s Growing: As AI resource demand increases, so do concerns about energy use, environmental impact, carbon footprint.
Opportunity Potential: A service for small to mid-sized businesses that helps them audit their AI usage and migrate to “green AI” (efficient models, edge compute, renewable-powered infrastructure). Could package as a value add for eco-conscious brands.
#10. Voice- and Multimodal-First AI Experiences
Why It’s Growing: As LLMs expand and compute becomes cheaper, voice, video, images and text all become interfaces. The next wave of AI isn’t just chat.
Opportunity Potential: Build solutions for service-based businesses (consultants, therapists, stylists) where clients use voice/visual interfaces: e.g., an AI “voice concierge” that talks, schedules, advises. Or a multimodal training tool for staff that mixes video + voice + interactive prompts.
#11. AI-Driven Local Business Networks & Marketplaces
Why It’s Growing: Local businesses are often disconnected from data advantages. AI can enable network effects: shared intelligence, benchmarking, community platforms.
Opportunity Potential: Launch a marketplace/platform for local small businesses that combines AI analytics + peer benchmarking + local-marketing automation. Monetize via membership + premium features (custom reports, AI-driven local ad optimisation).
#12. Embedded AI Workflows in Non-Tech Domains
Why It’s Growing: AI isn’t just for tech-native firms — non-tech sectors (legal, agriculture, real-estate, construction, artisans) are now adopting AI workflows. The demand for domain-specific AI is growing.
Opportunity Potential: For example: build AI workflow kits for independent professionals (real-estate agents, architects, craftsmen) that automate forms, proposals, client communication, inspection logs. Sell templates + consulting + ongoing AI-support.
That’s it.
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