Connect with us

SEO

How The Instagram Algorithm Works For Stories, Feed, Reels, And Explore

Published

on

How The Instagram Algorithm Works For Stories, Feed, Reels, And Explore

Adam Mosseri, CEO of Instagram, released a new video and blog post explaining how the Instagram algorithm works for Stories, Feeds, Reels, and Explore.

In addition to ranking, it contains more information about shadowbanning, reviewing your account status, and best practices for growing an Instagram audience.

The following is an update to the original video about the Instagram algorithm from 2021.

It’s More Than One Algorithm

The first point Mosseri makes is that the Instagram algorithm is not one algorithm but rather many algorithms and processes that work together to personalize the content each Instagram user sees.

Why does Instagram employ algorithms? Because each individual is different, each Instagram user should see content that matches their interests.

Advertisement

This is what Instagram hopes to achieve through ranking – a personalized experience that keeps users engaged with the Instagram platform for more extended periods of time.

Ranking Stories: How The Instagram Stories Algorithm Works

When you open the Instagram app, the first thing you see at the top is a row of the latest Stories from accounts you follow.

To determine which Stories appear first, Instagram analyzes all of the Stories by those you follow from the last 24 hours. The goal is to decide which Stories you will most likely be interested in through proxies (guesses).

Instagram wants to predict which stories you will likely open, reply to, react to, or like.

To make these predictions, Instagram uses signals – previous interactions you’ve had with Stories. The top signals that affect the order of Stories in your Instagram app include the following:

  • How often you view Stories from an author (account/creator).
  • How frequently you interact with Stories from an author.
  • How close you are to an author based on how many times you’ve messaged them.

Instagram hopes that ranking Stories through personalized proxies, signals, and predictions will ultimately place Stories first from the people you care about most.

Ranking The Feed: How The Instagram Feed Algorithm Works

The Instagram Feed aims to catch users up with the best content posted since they last used the app.

Advertisement

It will include a mix of content from those you follow, and Instagram accounts you might be interested in based on a series of predictions.

These predictions are based on the following top signals:

  • How likely you are to comment, like, or share the post
  • How likely you are to tap on the profile.
  • How much time you are likely to spend on the post.

Instagram uses your history of interactions, the popularity of the post, information about the author, and how often you’ve interacted with the author to determine the order in which content appears.

You can shape the content of your Feed by designating your favorite accounts, which would place posts from those accounts at the top of the Feed. You can also switch to the Following Feed, which will only show posts from accounts you follow chronologically.

Screenshot from Instagram, May 2023

Ranking Reels: How The Instagram Reels Algorithm Works

The goal of Instagram Reels is to entertain users. Instagram serves Reels primarily from accounts you do not follow.

First, Instagram looks at the Reels you have interacted with in the past and Reels liked by other users similar to you.

Next, it guesses which Reels you will most likely watch until the end, share with friends, or visit the audio page for your content creation efforts.

To make these guesses, Instagram uses signals like the history of the Reels you’ve watched, information about the Reel, information about the author of the Reel, and how often you’ve interacted with the author.

Advertisement

This is combined to create an immersive, entertaining, and delightful tab.

Ranking Explore: How The Instagram Explore Algorithm Works

Like Reels, Instagram Explore aims to serve the best content from accounts you do not follow to help you discover new things to be interested in on Instagram.

Instagram predicts the posts you will likely like, save, or share.

It uses signals like the post’s popularity, topics you tend to be interested in, information about the author, and how often you’ve interacted with the author.

Shadowbanning And Account Statuses

In addition to explaining how ranking works in various areas of Instagram, Mosseri also wanted to discuss shadowbanning and debunk a popular myth about it.

Some Creators believe they have been shadowbanned when their content does not receive the expected or desired reach.

Advertisement

While there is speculation that Instagram reduces the reach of accounts to “encourage” them to pay for advertising, Mosseri claims that is a myth.

He explained that it is in Instagram’s best interest to connect people to the most exciting content possible to increase time spent on the app and, ultimately, increase advertising revenue.

To help users, Instagram created an Account Status section that describes any reasons that Instagram may have to limit an account’s visibility on the platform.

How The Instagram Algorithm Works For Stories, Feed, Reels, And ExploreScreenshot from Instagram, May 2023

How To Grow Your Instagram Audience

Mosseri concluded the video by sharing the following best practices to help you grow your audience and reach on Instagram.

  • Because every Creator and audience is different, it’s important to experiment to see what content will drive the most engagement from your audience.
  • Use Insights to reveal trends that will allow you to improve the overall quality and user engagement with your content.
  • Collaborate with other popular Creators in your niche to reach new audiences with original content.
  • Review your Account Status to ensure you’ve taken the steps necessary to follow Community Guidelines and remove any limitations to your visibility.
  • Aim to create original content as opposed to aggregating content from others.

Have questions? Mosseri invites Instagram followers to participate in regular AMAs about Instagram via Stories.


Featured image: Kaspars Grinvalds/Shutterstock



Source link

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address

SEO

brightonSEO Live Blog

Published

on

brightonSEO Live Blog

Hello everyone. It’s April again, so I’m back in Brighton for another two days of sun, sea, and SEO!

Being the introvert I am, my idea of fun isn’t hanging around our booth all day explaining we’ve run out of t-shirts (seriously, you need to be fast if you want swag!). So I decided to do something useful and live-blog the event instead.

Follow below for talk takeaways and (very) mildly humorous commentary. 

Advertisement

Source link

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

SEO

Google Further Postpones Third-Party Cookie Deprecation In Chrome

Published

on

By

Close-up of a document with a grid and a red stamp that reads "delayed" over the word "status" due to Chrome's deprecation of third-party cookies.

Google has again delayed its plan to phase out third-party cookies in the Chrome web browser. The latest postponement comes after ongoing challenges in reconciling feedback from industry stakeholders and regulators.

The announcement was made in Google and the UK’s Competition and Markets Authority (CMA) joint quarterly report on the Privacy Sandbox initiative, scheduled for release on April 26.

Chrome’s Third-Party Cookie Phaseout Pushed To 2025

Google states it “will not complete third-party cookie deprecation during the second half of Q4” this year as planned.

Instead, the tech giant aims to begin deprecating third-party cookies in Chrome “starting early next year,” assuming an agreement can be reached with the CMA and the UK’s Information Commissioner’s Office (ICO).

The statement reads:

Advertisement

“We recognize that there are ongoing challenges related to reconciling divergent feedback from the industry, regulators and developers, and will continue to engage closely with the entire ecosystem. It’s also critical that the CMA has sufficient time to review all evidence, including results from industry tests, which the CMA has asked market participants to provide by the end of June.”

Continued Engagement With Regulators

Google reiterated its commitment to “engaging closely with the CMA and ICO” throughout the process and hopes to conclude discussions this year.

This marks the third delay to Google’s plan to deprecate third-party cookies, initially aiming for a Q3 2023 phaseout before pushing it back to late 2024.

The postponements reflect the challenges in transitioning away from cross-site user tracking while balancing privacy and advertiser interests.

Transition Period & Impact

In January, Chrome began restricting third-party cookie access for 1% of users globally. This percentage was expected to gradually increase until 100% of users were covered by Q3 2024.

However, the latest delay gives websites and services more time to migrate away from third-party cookie dependencies through Google’s limited “deprecation trials” program.

The trials offer temporary cookie access extensions until December 27, 2024, for non-advertising use cases that can demonstrate direct user impact and functional breakage.

Advertisement

While easing the transition, the trials have strict eligibility rules. Advertising-related services are ineligible, and origins matching known ad-related domains are rejected.

Google states the program aims to address functional issues rather than relieve general data collection inconveniences.

Publisher & Advertiser Implications

The repeated delays highlight the potential disruption for digital publishers and advertisers relying on third-party cookie tracking.

Industry groups have raised concerns that restricting cross-site tracking could push websites toward more opaque privacy-invasive practices.

However, privacy advocates view the phaseout as crucial in preventing covert user profiling across the web.

With the latest postponement, all parties have more time to prepare for the eventual loss of third-party cookies and adopt Google’s proposed Privacy Sandbox APIs as replacements.

Advertisement

Featured Image: Novikov Aleksey/Shutterstock

Source link

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

SEO

How To Write ChatGPT Prompts To Get The Best Results

Published

on

By

How To Write ChatGPT Prompts To Get The Best Results

ChatGPT is a game changer in the field of SEO. This powerful language model can generate human-like content, making it an invaluable tool for SEO professionals.

However, the prompts you provide largely determine the quality of the output.

To unlock the full potential of ChatGPT and create content that resonates with your audience and search engines, writing effective prompts is crucial.

In this comprehensive guide, we’ll explore the art of writing prompts for ChatGPT, covering everything from basic techniques to advanced strategies for layering prompts and generating high-quality, SEO-friendly content.

Writing Prompts For ChatGPT

What Is A ChatGPT Prompt?

A ChatGPT prompt is an instruction or discussion topic a user provides for the ChatGPT AI model to respond to.

Advertisement

The prompt can be a question, statement, or any other stimulus to spark creativity, reflection, or engagement.

Users can use the prompt to generate ideas, share their thoughts, or start a conversation.

ChatGPT prompts are designed to be open-ended and can be customized based on the user’s preferences and interests.

How To Write Prompts For ChatGPT

Start by giving ChatGPT a writing prompt, such as, “Write a short story about a person who discovers they have a superpower.”

ChatGPT will then generate a response based on your prompt. Depending on the prompt’s complexity and the level of detail you requested, the answer may be a few sentences or several paragraphs long.

Use the ChatGPT-generated response as a starting point for your writing. You can take the ideas and concepts presented in the answer and expand upon them, adding your own unique spin to the story.

Advertisement

If you want to generate additional ideas, try asking ChatGPT follow-up questions related to your original prompt.

For example, you could ask, “What challenges might the person face in exploring their newfound superpower?” Or, “How might the person’s relationships with others be affected by their superpower?”

Remember that ChatGPT’s answers are generated by artificial intelligence and may not always be perfect or exactly what you want.

However, they can still be a great source of inspiration and help you start writing.

Must-Have GPTs Assistant

I recommend installing the WebBrowser Assistant created by the OpenAI Team. This tool allows you to add relevant Bing results to your ChatGPT prompts.

This assistant adds the first web results to your ChatGPT prompts for more accurate and up-to-date conversations.

Advertisement

It is very easy to install in only two clicks. (Click on Start Chat.)

Screenshot from ChatGPT, April 2024

For example, if I ask, “Who is Vincent Terrasi?,” ChatGPT has no answer.

With WebBrower Assistant, the assistant creates a new prompt with the first Bing results, and now ChatGPT knows who Vincent Terrasi is.

Enabling reverse prompt engineeringScreenshot from ChatGPT, March 2023

You can test other GPT assistants available in the GPTs search engine if you want to use Google results.

Master Reverse Prompt Engineering

ChatGPT can be an excellent tool for reverse engineering prompts because it generates natural and engaging responses to any given input.

By analyzing the prompts generated by ChatGPT, it is possible to gain insight into the model’s underlying thought processes and decision-making strategies.

One key benefit of using ChatGPT to reverse engineer prompts is that the model is highly transparent in its decision-making.

Advertisement

This means that the reasoning and logic behind each response can be traced, making it easier to understand how the model arrives at its conclusions.

Once you’ve done this a few times for different types of content, you’ll gain insight into crafting more effective prompts.

Prepare Your ChatGPT For Generating Prompts

First, activate the reverse prompt engineering.

  • Type the following prompt: “Enable Reverse Prompt Engineering? By Reverse Prompt Engineering I mean creating a prompt from a given text.”
Enabling reverse prompt engineeringScreenshot from ChatGPT, March 2023

ChatGPT is now ready to generate your prompt. You can test the product description in a new chatbot session and evaluate the generated prompt.

  • Type: “Create a very technical reverse prompt engineering template for a product description about iPhone 11.”
Reverse Prompt engineering via WebChatGPTScreenshot from ChatGPT, March 2023

The result is amazing. You can test with a full text that you want to reproduce. Here is an example of a prompt for selling a Kindle on Amazon.

  • Type: “Reverse Prompt engineer the following {product), capture the writing style and the length of the text :
    product =”
Reverse prompt engineering: Amazon productScreenshot from ChatGPT, March 2023

I tested it on an SEJ blog post. Enjoy the analysis – it is excellent.

  • Type: “Reverse Prompt engineer the following {text}, capture the tone and writing style of the {text} to include in the prompt :
    text = all text coming from https://www.searchenginejournal.com/google-bard-training-data/478941/”
Reverse prompt engineering an SEJ blog postScreenshot from ChatGPT, March 2023

But be careful not to use ChatGPT to generate your texts. It is just a personal assistant.

Go Deeper

Prompts and examples for SEO:

  • Keyword research and content ideas prompt: “Provide a list of 20 long-tail keyword ideas related to ‘local SEO strategies’ along with brief content topic descriptions for each keyword.”
  • Optimizing content for featured snippets prompt: “Write a 40-50 word paragraph optimized for the query ‘what is the featured snippet in Google search’ that could potentially earn the featured snippet.”
  • Creating meta descriptions prompt: “Draft a compelling meta description for the following blog post title: ’10 Technical SEO Factors You Can’t Ignore in 2024′.”

Important Considerations:

  • Always Fact-Check: While ChatGPT can be a helpful tool, it’s crucial to remember that it may generate inaccurate or fabricated information. Always verify any facts, statistics, or quotes generated by ChatGPT before incorporating them into your content.
  • Maintain Control and Creativity: Use ChatGPT as a tool to assist your writing, not replace it. Don’t rely on it to do your thinking or create content from scratch. Your unique perspective and creativity are essential for producing high-quality, engaging content.
  • Iteration is Key: Refine and revise the outputs generated by ChatGPT to ensure they align with your voice, style, and intended message.

Additional Prompts for Rewording and SEO:
– Rewrite this sentence to be more concise and impactful.
– Suggest alternative phrasing for this section to improve clarity.
– Identify opportunities to incorporate relevant internal and external links.
– Analyze the keyword density and suggest improvements for better SEO.

Remember, while ChatGPT can be a valuable tool, it’s essential to use it responsibly and maintain control over your content creation process.

Experiment And Refine Your Prompting Techniques

Writing effective prompts for ChatGPT is an essential skill for any SEO professional who wants to harness the power of AI-generated content.

Advertisement

Hopefully, the insights and examples shared in this article can inspire you and help guide you to crafting stronger prompts that yield high-quality content.

Remember to experiment with layering prompts, iterating on the output, and continually refining your prompting techniques.

This will help you stay ahead of the curve in the ever-changing world of SEO.

More resources: 


Featured Image: Tapati Rinchumrus/Shutterstock

Source link

Advertisement
Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

Trending

Follow by Email
RSS