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The rapid growth of AI model training, generative media, and data licensing markets has created an entirely new set of revenue opportunities for creators. A new generation of platforms that connect creators with AI companies is emerging, marking the early stages of what many analysts now describe as the “AI training data economy.”
Below are 10 major revenue opportunities emerging for creators in the AI ecosystem.
(Beyond traditional ads, sponsorships, and subscriptions)
Creators license video, audio, images, or writing so AI companies can train models.
How it works:
Upload footage or content.
Platform clips, annotates, and packages the data.
AI companies license it for training datasets.
Creators receive revenue share.
Payments can range roughly $0.75–$4 per minute of video depending on quality and uniqueness.
Example use cases:
Training video generation models
Training robotics vision
Training avatar AI
Emotion recognition
Even unused footage (“dark media”) can generate thousands of dollars for creators.
Many creators have terabytes of unused footage.
AI companies want it because it is:
unique
not scraped from the internet
high-quality
Examples of valuable footage:
daily life activities
city walking footage
shopping environments
pets and animals
human interactions
A creator with 1,000 hours of archived video can potentially generate five-figure licensing deals.
Instead of just selling content, creators can build structured datasets.
These datasets are extremely valuable.
Example datasets:
| Dataset | Who buys it |
|---|---|
| Street footage | Self-driving AI |
| Facial expressions | Avatar companies |
| Voice recordings | speech AI companies |
| Product images | e-commerce AI |
| drone landscapes | mapping AI |
High-quality datasets can sell for tens of thousands to millions.
Creators can now use AI to generate training data itself.
Example:
generate thousands of product images
create simulated driving environments
create medical training datasets
create human movement datasets
Companies buy these to train models when real data is scarce.
Voice actors and creators can license their voice for:
AI voice assistants
video narration
AI avatars
virtual influencers
audiobooks
New revenue models include:
voice clones
AI narrator licensing
voice datasets
Some deals now include royalties every time a voice model is used.
Creators can license their face, expressions, and gestures.
Used for:
digital humans
AI presenters
virtual customer service agents
gaming characters
social media avatars
Creators get paid for:
facial expression datasets
motion capture
talking head video training data
Creators can train AI models on their own content and license access.
Examples:
AI version of a fitness coach
AI writing assistant trained on a journalist
AI business consultant
AI music style generator
Revenue models:
monthly subscriptions
API licensing
enterprise licensing
Another emerging market is selling AI workflows.
Examples:
Midjourney prompt packs
Sora video generation workflows
GPT automation templates
AI business tools
Many creators now sell:
prompt libraries
AI business templates
automation scripts
Creators can design AI characters or personalities.
Examples:
AI influencer
AI tutor
AI companion
AI business consultant
Revenue models include:
subscriptions
tips
marketplace usage fees
brand licensing
AI models require massive amounts of labeled data.
Creators can sell:
labeled image datasets
captioned videos
emotion tagging
gesture labeling
scene segmentation
Platforms increasingly pay creators to help structure raw media into AI-ready datasets.
AI companies are rapidly running out of usable data.
Tech companies have already consumed much of the internet’s public content, so they are now paying creators directly for unique training data.
This has created a new category:
Data creators
The next generation of opportunities may include:
Groups of creators pooling content and negotiating with AI companies.
Creators getting paid every time their data influences a model output.
Creators owning their own AI models trained on their content.
Many creators focus on publishing finished content.
But in the AI economy, raw footage may be more valuable.
Examples:
unedited videos
behind-the-scenes clips
alternate takes
location footage
everyday activities
AI companies want real-world diversity more than polished media.
✅ In simple terms:
Old creator economy
→ monetize the audience
New AI creator economy
→ monetize the data itself
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Organizations across Toronto are increasingly recognizing that meaningful employee appreciation goes beyond gift cards or catered lunches. A growing number of companies are investing in wellness-centered workplace experiences that support both morale and productivity.
A recent example comes from Cadillac Fairview, which marked Employee Appreciation Day by organizing a wellness-focused event designed to help employees relax, recharge, and feel valued during the workday.
To deliver the experience, Wright Spa Mobile Services brought professional spa treatments directly into the workplace, transforming the office into a calm and restorative environment. By offering a range of on-site spa services—including chair massages, manicures, pedicures, and relaxation treatments—employees were able to step away from their desks briefly and return to work refreshed.
The event demonstrated how thoughtful wellness programming can create a memorable appreciation experience while supporting employee well-being.
Corporate wellness events are most successful when they integrate seamlessly into the rhythm of the workday. For this Toronto event, services were structured so employees could participate without disrupting their schedules.
The Wright Spa team provided a curated selection of on-site services designed specifically for office environments:
Short, targeted chair massage sessions helped relieve tension in the neck, shoulders, and back—areas commonly affected by prolonged computer work. Even brief sessions can significantly reduce muscle strain and improve circulation.
Employees were able to enjoy deeper relaxation treatments that eased stress and helped restore focus during the busy workday.
Professional manicures with gentle hand massage offered employees a small but meaningful moment of self-care.
Pedicures provided grounding relaxation while encouraging overall wellness and circulation.
Each service was delivered efficiently within the office setting, allowing employees to participate without needing to leave the workplace.
Across Toronto and the Greater Toronto Area, companies are shifting toward experience-driven appreciation initiatives. Wellness events are becoming a preferred way for employers to recognize staff contributions while supporting health and productivity.
There are several reasons this approach resonates with modern workplaces.
Wellness experiences communicate genuine appreciation and help employees feel valued.
Short relaxation breaks during the workday can lower stress levels and help employees maintain better mental clarity.
Employees are more likely to stay with organizations that demonstrate a commitment to well-being.
Wellness initiatives reinforce a people-first culture that prioritizes balance and care.
Forward-thinking organizations throughout the GTA are recognizing that appreciation initiatives tied to well-being create lasting impact.
Events like the Cadillac Fairview appreciation day highlight how workplace wellness can be delivered in a practical, accessible format.
On-site spa services eliminate the need for employees to travel to an external location, making participation easier while maximizing the benefits of relaxation and self-care.
For companies, these wellness programs can be structured in several ways:
| Wellness Program Type | Purpose |
|---|---|
| Employee Appreciation Day | Celebrate team contributions |
| Quarterly Wellness Events | Support ongoing employee well-being |
| Conference or Corporate Retreat Add-Ons | Enhance professional events |
| Stress-Relief Days | Provide relief during busy seasons |
This flexibility makes mobile wellness services an increasingly popular choice among Toronto employers seeking to create meaningful workplace experiences.
Employee Appreciation Day is an opportunity for organizations to show authentic recognition for the people who drive their success.
By integrating wellness services directly into the workplace, companies can create a calming environment where employees feel cared for and valued.
The event hosted by Cadillac Fairview illustrates how thoughtful planning and professional delivery can transform a simple appreciation day into a restorative workplace experience.
As more companies prioritize wellness-focused appreciation initiatives, on-site spa services are becoming an important tool for building healthier and more engaged workplaces.
If your organization is planning Employee Appreciation Day, a corporate wellness event, or an ongoing workplace wellness program, mobile spa services can provide a simple yet powerful way to support employee well-being.
On-site chair massages, manicures, and pedicures allow teams to enjoy professional wellness treatments without leaving the office—creating an effortless and memorable experience for everyone involved.
Organizations across Toronto and the GTA are discovering that when appreciation and wellness intersect, the result is a stronger, more energized workplace culture.
For more information please visit https://www.wrightspa.com/
In today’s digital economy, communication speed often determines whether a business wins or loses a customer. Email inboxes are crowded, social media algorithms limit reach, and traditional customer support systems can feel slow and impersonal. Meanwhile, billions of people worldwide check WhatsApp multiple times a day.
This shift in communication behavior has created a powerful opportunity for businesses to meet customers where they already spend their time. One platform designed to help companies capitalize on this opportunity is Interakt.
Interakt transforms WhatsApp into a full customer engagement platform that combines CRM functionality, marketing automation, and support tools in one environment. Instead of using WhatsApp only as a messaging app, businesses can turn it into a structured system for managing leads, communicating with customers, and driving sales.
This article explores how Interakt works, why companies are adopting it, and how WhatsApp automation platforms are changing the way businesses communicate with their audiences.
WhatsApp is no longer just a personal messaging tool. It has become one of the most widely used communication platforms in the world, with billions of active users sending messages every day.
For businesses, this presents an enormous advantage.
Compared to email or traditional marketing channels:
WhatsApp messages often achieve open rates above 90%
Messages are typically read within minutes
Customers are already comfortable replying instantly
Because of these factors, many companies now use WhatsApp for:
Customer support
Product inquiries
Appointment scheduling
Order confirmations
Promotions and marketing campaigns
However, the standard WhatsApp mobile application is not designed for large-scale business communication. Managing hundreds or thousands of conversations quickly becomes impossible without additional tools.
This is where Interakt enters the picture.
Interakt is a customer engagement platform built around the official WhatsApp Business API. Unlike the basic WhatsApp Business mobile app, the API allows businesses to scale conversations, automate responses, and integrate messaging into broader business workflows.
The platform was developed by Jio Haptik and works directly with the official messaging infrastructure provided by Meta Platforms.
Through Interakt, businesses can manage customer conversations, launch campaigns, and automate communication processes using WhatsApp as the central channel.
Rather than juggling spreadsheets, email threads, and separate messaging apps, companies can operate from a unified communication dashboard.
One of the most powerful aspects of Interakt is its ability to function as a lightweight CRM.
Every WhatsApp conversation becomes part of a structured customer profile. Businesses can store key information such as:
Customer names
Phone numbers
Purchase history
Conversation logs
Customer tags and segments
This allows companies to treat WhatsApp contacts as full CRM records rather than anonymous messages.
For example, a business could tag customers as:
New lead
Returning buyer
VIP customer
Wholesale client
With this structure in place, sales teams can quickly identify which customers need follow-ups, which leads are most valuable, and which segments respond best to marketing campaigns.
Marketing is one of the primary reasons businesses adopt WhatsApp automation platforms.
Interakt allows companies to send broadcast messages to many customers simultaneously using WhatsApp message templates. These templates must be approved in advance to comply with WhatsApp’s messaging policies.
Once approved, businesses can send campaigns such as:
Product launch announcements
Promotional discounts
Seasonal offers
Event invitations
Appointment reminders
Compared to traditional email marketing, WhatsApp campaigns typically generate significantly higher engagement rates.
A promotional message sent through WhatsApp often results in immediate replies, questions, and purchases.
However, these broadcasts must follow strict rules established by Meta. Businesses cannot simply send unlimited promotional messages without customer consent. Interakt helps manage these requirements by ensuring messages follow WhatsApp’s template and compliance guidelines.
Beyond simple messaging, Interakt also allows businesses to automate conversations.
Automation can dramatically reduce the workload for customer service teams while ensuring customers receive immediate responses.
Common automated workflows include:
Welcome messages when a customer sends the first message
FAQ responses
Order status checks
Lead qualification flows
Menu-style chatbot options
A typical automated conversation might look like this:
Customer: Hi
Bot: Welcome to our store! How can we help today?
View products
Track order
Talk to support
Customers can select options directly from the chat, which guides them through a structured conversation.
This type of automation allows businesses to handle thousands of conversations simultaneously without needing large support teams.
For ecommerce businesses, Interakt becomes even more powerful when connected to online stores.
The platform integrates with ecommerce systems such as:
Shopify
WooCommerce
These integrations allow WhatsApp to become part of the order and fulfillment process.
For example, when a customer places an order, the system can automatically send:
Order confirmation messages
Payment verification
Shipping updates
Delivery notifications
This creates a smoother customer experience while reducing customer service inquiries.
Instead of emailing customer support to ask about an order, customers receive updates directly in their WhatsApp conversations.
Another important feature of Interakt is its shared team inbox.
Many businesses want multiple staff members to respond to customer messages from a single WhatsApp number. The basic WhatsApp app does not support this functionality.
Interakt solves this problem by creating a shared dashboard where team members can collaborate on conversations.
Features include:
Conversation assignment to specific agents
Internal team notes
Conversation status tracking
Response analytics
This allows companies to operate WhatsApp customer service similar to a helpdesk system.
Instead of messages being lost or ignored, every conversation can be tracked, assigned, and resolved systematically.
Platforms built on the WhatsApp Business API typically follow a two-part pricing model.
Businesses pay both a platform subscription fee and conversation fees charged by WhatsApp itself.
Typical costs include:
Platform subscription
Most Interakt plans range between approximately $20 and $50 per month depending on the number of users and features.
WhatsApp conversation charges
Meta charges businesses based on conversations rather than individual messages. Prices vary by country and conversation type.
These conversation categories typically include:
Marketing conversations
Utility messages
Authentication messages
Customer service replies
While these costs are relatively small per conversation, they can add up quickly for businesses sending large campaign volumes.
Interakt has become popular because it simplifies the process of adopting the WhatsApp Business API.
Key advantages include:
Easy onboarding
Businesses do not need deep technical knowledge to start using the WhatsApp API.
Built-in CRM functionality
Customer data and conversation history are stored in one system.
Marketing automation
Businesses can send broadcast campaigns with compliance safeguards.
Team collaboration
Multiple agents can respond to customers simultaneously.
Ecommerce compatibility
Automated order notifications improve customer communication.
These features make Interakt especially attractive for ecommerce brands, service businesses, and startups that want to quickly adopt WhatsApp as a communication channel.
While Interakt offers many benefits, it also has limitations.
The platform focuses primarily on small to medium businesses and ecommerce use cases. Companies with complex automation needs may require more customizable systems.
For example, advanced developers often prefer platforms such as:
Twilio
WATI
Respond.io
These alternatives provide greater flexibility for building highly customized messaging systems.
Another consideration is that WhatsApp marketing must follow strict compliance rules. Businesses cannot send unlimited promotional messages to users who have not opted in.
Understanding these policies is essential for any organization adopting WhatsApp automation.
The rapid growth of messaging-based communication reflects a broader shift in consumer expectations.
Customers increasingly expect businesses to respond instantly and communicate through the platforms they already use daily.
For many companies, WhatsApp now functions as:
A support channel
A marketing channel
A sales channel
A customer retention tool
Platforms like Interakt make it possible to centralize all of these functions into one communication system.
Instead of managing multiple fragmented tools, businesses can interact with customers through a single messaging environment.
The rise of messaging platforms is reshaping how businesses build relationships with customers.
In the past, communication revolved around email newsletters, call centers, and web forms. Today, customers expect faster and more direct interaction.
Messaging automation tools are filling this gap by transforming everyday communication apps into structured business platforms.
As messaging adoption continues to grow worldwide, tools like Interakt are likely to play an increasingly important role in sales, marketing, and customer engagement strategies.
Businesses that learn how to use messaging effectively will have a powerful advantage in building customer relationships, driving conversions, and delivering real-time service in an increasingly competitive digital landscape.
In recent years, headlines highlighting negative “net approval” ratings have become a routine feature of American political coverage.
During the presidency of Donald Trump, these numbers were frequently presented as historically alarming, raising questions about whether his ratings represented a unique collapse in public confidence or a broader structural shift in American politics. A closer, data-driven comparison across modern presidencies reveals a more nuanced picture.
While Trump’s net approval was persistently negative, its depth was not unprecedented when measured against past leaders during periods of crisis. What distinguishes the Trump era is not simply the numbers themselves, but the rigidity of voter alignment in an increasingly polarized electorate.
Understanding this distinction is essential to separating emotional reaction from structural political reality.
The graphic you posted shows net approval, not raw approval.
Net approval = Approval % − Disapproval %
Example:
42% approve
61% disapprove
Net = −19
Negative net numbers are not new. They simply mean more people disapprove than approve.
Many presidents have had negative net approval periods:
George W. Bush during the Iraq War and financial crisis
Barack Obama during the ACA rollout and midterm backlash
Joe Biden during inflation spikes
What is different today is how persistent the negatives are.
Earlier presidents often dipped negative during crises but later recovered. Trump’s approval tended to stay tightly within a narrow band (roughly low 40s approval) for most of his presidency.
Political scientists sometimes call this the “calcified electorate” era.
The biggest structural change is partisan polarization:
Republicans overwhelmingly approve of Republican presidents.
Democrats overwhelmingly disapprove.
Very few voters move between those camps.
Since about 2008–2012, cross-party approval has collapsed. That makes it very hard for any president to reach broad national approval.
Trump governed during one of the most polarized periods in modern American political history.
There are reporting differences compared to earlier decades:
We now see:
Weekly national tracking polls
Aggregators
Constant “net approval” graphics
In the 1980s or 1990s, polling was less constant and less visually amplified.
Earlier eras emphasized:
“Approval rating is 47%”
Modern media emphasizes:
“Net approval is −12”
That framing makes negativity more visually stark.
Whether one thinks he was “that bad” depends on political viewpoint, but objectively speaking, Trump had several attributes that historically depress cross-party approval:
Highly confrontational rhetoric
Norm-breaking governing style
Two impeachments
Pandemic-era turmoil
Strong opposition mobilization
He also had very high loyalty within his base, which kept approval from collapsing into the 20s (like Nixon late in Watergate).
Three reasons:
Information saturation – you see polls constantly.
Net framing – negative numbers look dramatic.
Zero-sum politics – fewer persuadable voters.
In the 1990s, a president at 47% approval wasn’t described as being at “−6 net.” Today they are.
It is not a new reporting trick, and it’s not unique to Trump.
What is unique:
The degree of polarization
The durability of negative net ratings
The nonstop visibility of polling
| President | Lowest Net Approval | Approx. Year | Context Trigger |
|---|---|---|---|
| Richard Nixon | ~ −47 | 1974 | Watergate collapse |
| Jimmy Carter | ~ −27 | 1979–80 | Inflation, Iran hostage crisis |
| George H. W. Bush | ~ −29 | 1992 | Recession |
| Bill Clinton | ~ −17 | 1994 | Midterm backlash (before recovery) |
| George W. Bush | ~ −35 | 2008 | Iraq War + financial crisis |
| Barack Obama | ~ −18 | 2010 | ACA backlash / midterms |
| Donald Trump | ~ −21 to −25 | 2017–2020 | Persistent polarization |
| Joe Biden | ~ −22 to −25 | 2022 | Inflation spike |
Trump’s worst net ratings (~ −25 range) are:
Worse than Clinton and Obama
Similar to Carter
Less severe than George W. Bush in 2008
Nowhere near Nixon’s collapse
So structurally, Trump was not an outlier in depth.
Stability.
Most presidents follow a curve:
Honeymoon period
Crisis dip
Partial recovery
Trump’s approval:
Started polarized
Stayed polarized
Rarely moved outside a narrow 38–45% approval band
Political scientists often describe this as the “frozen electorate” era.
Average cross-party approval gap:
| Era | Opposing Party Approval of President |
|---|---|
| Reagan era | ~30–40% |
| Clinton era | ~20–30% |
| Obama era | ~10–15% |
| Trump era | ~5–8% |
| Biden era | ~5–10% |
That collapse in cross-party approval makes sustained negative net ratings more common.
The key structural difference is not severity — it is durability and lack of movement.
Trump’s negative net approval:
Was not unprecedented in depth.
Was unusually consistent.
Occurred in an era of historically high partisan polarization.
Is structurally similar to Biden’s pattern in terms of rigidity.
This suggests the phenomenon is systemic polarization, not merely reporting changes or uniquely catastrophic performance.
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When love is your business, you have no business falling in love. Join the gang at Regal Bride as they battle birds and brides in this zany holiday romantic comedy! Starring Paula Deming and Keiko Agena as Emma and Jackie, the best friends in the wedding business. With Kyle Payne as Stu, Ian McQuown as Trip, and Jessica Payne as Katie. Featuring Kacie Rogers and Jesse Abbott Chin in approximately six thousand roles, and introducing Martin Thompson as Junior!
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