What Happened Back in April 2023, multiple social platforms introduced AI-driven enhancements aimed at making user engagement more personalized and interactive. On April 4, Instagram began testing AI-generated stickers, allowing users to create custom visuals from text prompts using Meta’s generative AI models. These stickers can be added directly into Stories and Reels, giving creators […]
Social Media
TikTok Search, Runway Gen-2, and Google’s Helpful Content Shift: A Marketing Alignment
TikTok, Google, and Runway all push forward updates in March that are reshaping how marketers discover creators, generate video, and optimize search visibility. These changes highlight a new alignment across community, creative, and technical layers of digital marketing. What matters most is how quickly teams can translate these platform signals into measurable results — whether […]
Building Authority with Verified AI Research
I have been in enough boardrooms to recognize the cycle. Someone pushes for more output, the dashboards glow, and soon the team is buried in decks and reports that nobody trusts. Noise rises, but credibility does not. Volume by itself has never carried authority. What changes the outcome is proof. Proof that every claim ties […]
AI in Social Media: Instagram’s AI Stickers, YouTube’s Dream Screen, and Reddit’s Mod Helper Tools #AIg
What Happened In March 2023, social media platforms leaned further into AI-powered creativity and moderation. Instagram rolled out testing for AI Stickers, allowing users to generate custom stickers directly from text prompts, bringing personalized visuals into Stories and Reels without third-party design tools. The move aimed to give creators fast, on-brand assets without slowing production […]
TikTok Q&A Stickers, ChatGPT Memory, and Google’s Core Update: Redefining Engagement and Quality
The dynamics of digital interaction shift again as TikTok brings interactive Q&A stickers to the forefront, OpenAI introduces memory to ChatGPT, and Google rolls out its latest core update on spam and quality. These updates are not isolated — they reshape how audiences participate, how brands personalize, and how search visibility is determined. The thread […]
AI in Social Media: Snapchat’s My AI Launch, Meta’s AI Research Breakthroughs, and Pinterest’s Personalized Discovery Push #AIg
What Happened In February 2023, the social media landscape saw a sharp acceleration in AI adoption across both consumer features and back-end platform improvements. Snapchat introduced My AI, an experimental chatbot powered by OpenAI’s technology, integrated directly into Snapchat+ as a pinned conversation. This marked one of the first major social platforms to place a […]
LinkedIn Thought Leader Ads, Descript AI Video Editing, and Google INP: Building Authority Through Smarter Workflows
The tools shaping authority and visibility are moving faster than campaigns themselves. In January, LinkedIn expanded its Thought Leader Ads, giving brands the ability to amplify executive voices and push trusted content directly into targeted feeds. At the same time, Descript introduced its biggest round of AI video editing upgrades yet, with smarter scene control, […]
AI Personalization in Social Media: Instagram’s Recommendation Overhaul, YouTube’s AI-Driven Video Summaries, and Pinterest’s Predictive Search Tools #AIg
What Happened In January 2024, three major social media platforms rolled out AI-driven features that sharpen their personalization strategies. On January 9, Instagram began deploying its updated recommendation algorithm, designed to surface content more relevant to each user’s interests. Meta confirmed the model now incorporates expanded engagement signals, prioritizing watch time and interaction depth over […]
AI in Social Media: Meta’s AI Assistants, TikTok’s Creative AI Tools, and LinkedIn’s Algorithm Shift #AIg
In December 2023, three major social media platforms introduced AI-driven updates that signal a transformative shift in how content is created, distributed, and discovered. Meta expanded its AI Assistants across Facebook, Instagram, and Messenger, offering users conversational tools capable of generating text, image prompts, and contextual answers within the platform environment. TikTok rolled out its […]
Communities Beyond Algorithms #AIgenerated
Brands are investing in private online communities as a way to connect with audiences outside the control of social media algorithms. In November, more companies launched or expanded groups on Discord, Slack, and private forums. These spaces allow for deeper conversations, direct feedback, and exclusive offers. They also provide a sense of belonging that is […]









