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Instagram Shares New Insights into How it Selects Recommended Posts to Highlight in User Home Feeds

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Instagram Shares New Insights into How it Selects Recommended Posts to Highlight in User Home Feeds

Looking to get a better handle on how Instagram’s feed algorithms work, and how you can optimize your content approach accordingly?

You’re in luck – today, Instagram has published a new overview of how it ranks content for its ‘Suggested Posts’, or the posts that you see in your Home feed from accounts that you don’t follow in the app.

This element became a key focus recently, after Instagram began inserting a lot more AI-based content recommendations into user feeds, which prompted widespread user backlash, and has since seen IG scale it back, as it works to refine its algorithms. But even with that shift, Instagram does see AI recommendations as a key element of its future, and in maximizing user engagement.

In other words, even if you’re not seeing as many recommendations in your home feed right now, they will be ramping up again sometime soon.

So how does Instagram select which additional content to show you in your Home feed? Here are some insights:

First off, Instagram’s engineering team outlines the focus of its recommendation system, and underlines the key aims of its approach:

  • Users spend a lot of time crafting the perfect home feed for themselves. How can we do some of that work for them and make it feel like they crafted these recommendations themselves?
  • Anecdotally speaking, users who stay engaged keep finding newer sources of interests to follow. Can we help in this act of progressive personalization a bit?

Whether people actually want an automated system to do this work for them is another question entirely, but the intended aim is to replicate human discovery with AI features, in order to enhance user engagement.

That then sees Instagram’s post recommendations fall into two categories – ‘Connected’ and ‘Unconnected’, with the latter being the posts that Instagram’s systems find and highlight, based on your interests.

The process, as you would expect, is largely based on implicit signals – i.e. actions you’ve directly taken in the app, like following and liking posts. But it can also extend to the people you follow, and what they like, as a proxy for direct engagement, while some popular posts are also highlighted based on overall engagement.

But these elements are more related to its Explore surface – in the Home feed, the aim is to replicate the feel of the posts and profiles that you’ve chosen to follow, in order to make it increasingly familiar.

Scrolling through the End of Feed Recommendations should feel like scrolling down an extension of Instagram Home Feed.

Instagram algorithm overview

That’s important to note – the recommendations that Instagram wants you to see in your main feed should closely replicate the accounts that you follow, down to the types of posts they share. At the same time, Instagram’s also trying to insert more and more video – specifically Reels – into user feeds, which is another factor in its more recent experiments.

But the aim, as noted, is to build more directly on your stated interests, as opposed to simply adding in the latest trending content.

So how does Instagram do that?

“In order to ensure that our recommendations feel similar to posts in Home Feed we prioritize accounts that are similar to accounts a user encounters in Home.

  • In the candidate selection step while training and evaluating our ranking models we ensure that the overall distribution is not skewed away from Home-based sources.
  • We follow the same freshness and time sensitivity heuristics as Home Feed to ensure that suggested posts provide a similar kind of fresh feeling as the rest of Home Feed.
  • We also ensure that the mixture of media types (like photos/videos/albums etc.) are relatively similar in Home and suggested posts.
  • For users whose immediate engagement graph is relatively sparse, we generate candidates for them by evaluating their one-hop and two-hop connections. Example: If user A hasn’t liked a lot of other accounts, we can probably evaluate the accounts followed by the accounts A has liked and consider using them as seeds. A → Account Liked by A → Accounts followed by the accounts A likes (Seed Accounts). The diagram below visualizes this line of thinking.

Key points for marketers:

  • Instagram tries to recommend content which is similar to the accounts that people have chosen to follow, so it may be worth conducting more research into what other brands in your industry, particularly those that are doing well on IG, are posting, in order to better align with the specific elements that could then see your content highlighted to your target consumers
  • ‘Freshness’ is important, which means that you need to be posting regularly to ensure that you’re maximizing your opportunities in this respect
  • Worth also noting that Reels is becoming a bigger focus over time, so while it’s not explicitly stated here, as more users engage with Reels, more Reels will, in turn, be recommended in Home feeds

There’s not a heap of nuggets to latch onto here, but the key point is that Instagram wants its Home feed recommendations to feel familiar to each user, so it’s less about highlighting the latest viral hits from across the app, and more about aligning with each users’ explicit interests.

That, in itself, could be very valuable insight for your IG approach.

You can read the full research post here.

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12 Proven Methods to Make Money Blogging in 2024

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Make money blogging

 

Make money bloggingThis is a contributed article.

The world of blogging continues to thrive in 2024, offering a compelling avenue for creative minds to share their knowledge, build an audience, and even turn their passion into profit. Whether you’re a seasoned blogger or just starting, there are numerous effective strategies to monetize your blog and achieve financial success. Here, we delve into 12 proven methods to make money blogging in 2024:

1. Embrace Niche Expertise:

Standing out in the vast blogosphere requires focus. Carving a niche allows you to cater to a specific audience with targeted content. This not only builds a loyal following but also positions you as an authority in your chosen field. Whether it’s gardening techniques, travel hacking tips, or the intricacies of cryptocurrency, delve deep into a subject you’re passionate and knowledgeable about. Targeted audiences are more receptive to monetization efforts, making them ideal for success.

2. Content is King (and Queen):

High-quality content remains the cornerstone of any successful blog. In 2024, readers crave informative, engaging, and well-written content that solves their problems, answers their questions, or entertains them. Invest time in crafting valuable blog posts, articles, or videos that resonate with your target audience.

  • Focus on evergreen content: Create content that remains relevant for a long time, attracting consistent traffic and boosting your earning potential.
  • Incorporate multimedia: Spice up your content with captivating images, infographics, or even videos to enhance reader engagement and improve SEO.
  • Maintain consistency: Develop a regular publishing schedule to build anticipation and keep your audience coming back for more.

3. The Power of SEO:

Search Engine Optimization (SEO) ensures your blog ranks high in search engine results for relevant keywords. This increases organic traffic, the lifeblood of any monetization strategy.

  • Keyword research: Use keyword research tools to identify terms your target audience searches for. Strategically incorporate these keywords into your content naturally.
  • Technical SEO: Optimize your blog’s loading speed, mobile responsiveness, and overall technical aspects to improve search engine ranking.
  • Backlink building: Encourage other websites to link back to your content, boosting your blog’s authority in the eyes of search engines.

4. Monetization Magic: Affiliate Marketing

Affiliate marketing allows you to earn commissions by promoting other companies’ products or services. When a reader clicks on your affiliate link and makes a purchase, you get a commission.

  • Choose relevant affiliates: Promote products or services that align with your niche and resonate with your audience.
  • Transparency is key: Disclose your affiliate relationships clearly to your readers and build trust.
  • Integrate strategically: Don’t just bombard readers with links. Weave affiliate promotions naturally into your content, highlighting the value proposition.

5. Display Advertising: A Classic Approach

Display advertising involves placing banner ads, text ads, or other visual elements on your blog. When a reader clicks on an ad, you earn revenue.

  • Choose reputable ad networks: Partner with established ad networks that offer competitive rates and relevant ads for your audience.
  • Strategic ad placement: Place ads thoughtfully, avoiding an overwhelming experience for readers.
  • Track your performance: Monitor ad clicks and conversions to measure the effectiveness of your ad placements and optimize for better results.

6. Offer Premium Content:

Providing exclusive, in-depth content behind a paywall can generate additional income. This could be premium blog posts, ebooks, online courses, or webinars.

  • Deliver exceptional value: Ensure your premium content offers significant value that justifies the price tag.
  • Multiple pricing options: Consider offering tiered subscription plans to cater to different audience needs and budgets.
  • Promote effectively: Highlight the benefits of your premium content and encourage readers to subscribe.

7. Coaching and Consulting:

Leverage your expertise by offering coaching or consulting services related to your niche. Readers who find your content valuable may be interested in personalized guidance.

  • Position yourself as an expert: Showcase your qualifications, experience, and client testimonials to build trust and establish your credibility.
  • Offer free consultations: Provide a limited free consultation to potential clients, allowing them to experience your expertise firsthand.
  • Develop clear packages: Outline different coaching or consulting packages with varying time commitments and pricing structures.

8. The Power of Community: Online Events and Webinars

Host online events or webinars related to your niche. These events offer valuable content while also providing an opportunity to promote other monetization avenues.

  • Interactive and engaging: Structure your online events to be interactive with polls, Q&A sessions, or live chats. Click here to learn more about image marketing with Q&A sessions and live chats.

9. Embrace the Power of Email Marketing:

Building an email list allows you to foster stronger relationships with your audience and promote your content and offerings directly.

  • Offer valuable incentives: Encourage readers to subscribe by offering exclusive content, discounts, or early access to new products.
  • Segmentation is key: Segment your email list based on reader interests to send targeted campaigns that resonate more effectively.
  • Regular communication: Maintain consistent communication with your subscribers through engaging newsletters or updates.

10. Sell Your Own Products:

Take your expertise to the next level by creating and selling your own products. This could be physical merchandise, digital downloads, or even printables related to your niche.

  • Identify audience needs: Develop products that address the specific needs and desires of your target audience.
  • High-quality offerings: Invest in creating high-quality products that offer exceptional value and user experience.
  • Utilize multiple platforms: Sell your products through your blog, online marketplaces, or even social media platforms.

11. Sponsorships and Brand Collaborations:

Partner with brands or businesses relevant to your niche for sponsored content or collaborations. This can be a lucrative way to leverage your audience and generate income.

  • Maintain editorial control: While working with sponsors, ensure you retain editorial control to maintain your blog’s authenticity and audience trust.
  • Disclosures are essential: Clearly disclose sponsored content to readers, upholding transparency and ethical practices.
  • Align with your niche: Partner with brands that complement your content and resonate with your audience.

12. Freelancing and Paid Writing Opportunities:

Your blog can serve as a springboard for freelance writing opportunities. Showcase your writing skills and expertise through your blog content, attracting potential clients.

  • Target relevant publications: Identify online publications, websites, or magazines related to your niche and pitch your writing services.
  • High-quality samples: Include high-quality blog posts from your site as writing samples when pitching to potential clients.
  • Develop strong writing skills: Continuously hone your writing skills and stay updated on current trends in your niche to deliver exceptional work.

Conclusion:

Building a successful blog that generates income requires dedication, strategic planning, and high-quality content. In today’s digital age, there are numerous opportunities to make money online through blogging. By utilizing a combination of methods such as affiliate marketing, sponsored content, and selling digital products or services, you can leverage your blog’s potential and achieve financial success.

Remember, consistency in posting, engaging with your audience, and staying adaptable to trends are key to thriving in the ever-evolving blogosphere. Embrace new strategies, refine your approaches, and always keep your readers at the forefront of your content creation journey. With dedication and the right approach, your blog has the potential to become a valuable source of income and a platform for sharing your knowledge and passion with the world, making money online while doing what you love.

Image Credit: DepositPhotos



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Snapchat Explores New Messaging Retention Feature: A Game-Changer or Risky Move?

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Snapchat Explores New Messaging Retention Feature: A Game-Changer or Risky Move?

In a recent announcement, Snapchat revealed a groundbreaking update that challenges its traditional design ethos. The platform is experimenting with an option that allows users to defy the 24-hour auto-delete rule, a feature synonymous with Snapchat’s ephemeral messaging model.

The proposed change aims to introduce a “Never delete” option in messaging retention settings, aligning Snapchat more closely with conventional messaging apps. While this move may blur Snapchat’s distinctive selling point, Snap appears convinced of its necessity.

According to Snap, the decision stems from user feedback and a commitment to innovation based on user needs. The company aims to provide greater flexibility and control over conversations, catering to the preferences of its community.

Currently undergoing trials in select markets, the new feature empowers users to adjust retention settings on a conversation-by-conversation basis. Flexibility remains paramount, with participants able to modify settings within chats and receive in-chat notifications to ensure transparency.

Snapchat underscores that the default auto-delete feature will persist, reinforcing its design philosophy centered on ephemerality. However, with the app gaining traction as a primary messaging platform, the option offers users a means to preserve longer chat histories.

The update marks a pivotal moment for Snapchat, renowned for its disappearing message premise, especially popular among younger demographics. Retaining this focus has been pivotal to Snapchat’s identity, but the shift suggests a broader strategy aimed at diversifying its user base.

This strategy may appeal particularly to older demographics, potentially extending Snapchat’s relevance as users age. By emulating features of conventional messaging platforms, Snapchat seeks to enhance its appeal and broaden its reach.

Yet, the introduction of message retention poses questions about Snapchat’s uniqueness. While addressing user demands, the risk of diluting Snapchat’s distinctiveness looms large.

As Snapchat ventures into uncharted territory, the outcome of this experiment remains uncertain. Will message retention propel Snapchat to new heights, or will it compromise the platform’s uniqueness?

Only time will tell.

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Catering to specific audience boosts your business, says accountant turned coach

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Catering to specific audience boosts your business, says accountant turned coach

While it is tempting to try to appeal to a broad audience, the founder of alcohol-free coaching service Just the Tonic, Sandra Parker, believes the best thing you can do for your business is focus on your niche. Here’s how she did just that.

When running a business, reaching out to as many clients as possible can be tempting. But it also risks making your marketing “too generic,” warns Sandra Parker, the founder of Just The Tonic Coaching.

“From the very start of my business, I knew exactly who I could help and who I couldn’t,” Parker told My Biggest Lessons.

Parker struggled with alcohol dependence as a young professional. Today, her business targets high-achieving individuals who face challenges similar to those she had early in her career.

“I understand their frustrations, I understand their fears, and I understand their coping mechanisms and the stories they’re telling themselves,” Parker said. “Because of that, I’m able to market very effectively, to speak in a language that they understand, and am able to reach them.” 

“I believe that it’s really important that you know exactly who your customer or your client is, and you target them, and you resist the temptation to make your marketing too generic to try and reach everyone,” she explained.

“If you speak specifically to your target clients, you will reach them, and I believe that’s the way that you’re going to be more successful.

Watch the video for more of Sandra Parker’s biggest lessons.

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