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How TikTok’s Search Algorithms Power Content Discovery

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How TikTok's Search Algorithms Power Content Discovery

Until recently, knowing how TikTok’s search algorithms worked was as unlikely to help you earn money as knowing how to sew buttons on eggs.

But in the past month, TikTok has launched Branded Mission, a new way for brands to crowdsource authentic and creative content from its community, and TikTok Pulse, a new contextual advertising solution that gives brands exposure in the top 4% of videos.

Suddenly, learning how TikTok’s search algorithms power content discovery seems a lot more likely to help content creators and social media influencers turn their side hustles into full-time gigs.

This seems like the right time for a comprehensive guide to how to get your videos found via the For You feed, as well as the Following feed, Search results, and Friends tab.

How TikTok Recommends Videos #ForYou

In June 2020, TikTok disclosed how its recommendation system selected videos in “How TikTok recommends videos #ForYou.”

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Little has fundamentally changed since then, except the U.S. government is no longer trying to ban the Chinese social media platform.

So, here’s what creators and influencers need to know: TikTok’s For You feed presents a stream of videos curated to each user’s interests, making it easy for a user to find content and creators they love.

In other words, there isn’t one For You feed for over one billion monthly active TikTok users.

There are a billion For You feeds tailored to what each user watches, likes, and shares.

TikTok added, “This feed is powered by a recommendation system that delivers content to each user that is likely to be of interest to that particular user.”

And several factors impact recommendations, including:

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  • User interactions include liking or sharing videos, following accounts, commenting on a TikTok, and creating related content.
  • Video information, which can include captions, sounds, or hashtags.
  • Device and account settings such as a user’s language preference, country setting, and device type.

Two years ago, TikTok also revealed:

“All these factors are processed by our recommendation system and weighted based on their value to a user. A strong indicator of interest, such as whether a user finishes watching a longer video from beginning to end, would receive greater weight than a weak indicator, such as whether the video’s viewer and creator are both in the same country.”

On the other hand, TikTok said at the time:

“While a video is likely to receive more views if posted by an account that has more followers, by virtue of that account having built up a larger follower base, neither follower count nor whether the account has had previous high-performing videos are direct factors in the recommendation system.”

In July 2020, TikTok followed up with a second post, “5 tips for TikTok creators.”

It told us, “For You feed recommendations generally pull from videos posted within the last 90 days.”

Now, I don’t mean to quibble, but I found 10 tips in this post that are still useful today:

  • Make captivating videos that tell stories, engage viewers, and spark conversation.
  • Create vertical videos which perform best on TikTok and videos that are more than five seconds long.
  • Write great captions to add context and provide additional information about a video.
  • Bring your content to life by using creative effects (e.g., freeze-framing or AR objects) and sound effects (e.g., voice-overs or duets).
  • Look broadly at the high-level trends in your analytics, then focus on a single metric from one video to another.
  • Measure the performance of newly uploaded videos soon after publishing because that’s when you will generally see a peak in engagement.
  • Capture viewers’ attention early and keep viewers interested because watch time determines how a video is recommended.
  • Add relevant hashtags to your captions so they’re more likely to be found by audiences interested in your content.
  • Add music and audio to your videos to help viewers who love the dances and challenges that TikTok has made popular discover them.
  • Experiment, get creative, and post different kinds of content to see what resonates.

TikTok’s second post also busted some myths, including:

  • Lots of factors determine how content is recommended in the For You feed, so no one engagement metric (such as likes or comments) is necessarily more important than another.
  • More hashtags don’t guarantee broader reach, and hashtags like #FYP, #ForYou, and #ForYouPage don’t work any better than other hashtags, so adding these to your caption won’t improve your chances of being seen in someone’s For You feed.
  • The number of videos you post won’t impact how your content is recommended in the For You feed, so focus on making deeply engaging videos from beginning to end instead.

So, does this two-year-old advice still generate results?

According to a post by Jacinda Santora on the Influencer Marketing Hub entitled, “Highest Paid TikTok Influencers of 2022,” Charli D’Amelio topped the list with average estimated earnings of $17.5 million.

She started posting dance videos on TikTok in 2019 and now has 141.3 million Followers, 10.9 billion Likes, and an Average Engagement Rate of 13%.

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Screenshot from TikTok, June 2022

And her older sister, Dixie D’Amelio, ranked second on the list with average estimated earnings of $57 million.

A singer, she now has 57.4 million Followers, 3.2 billion Likes, and an Average Engagement Rate of 12%.

Dixie D'Amelio account on TikTokScreenshot from TikTok, June 2022

Jim Louderback, the author of the “Inside the Creator Economy” weekly newsletter, recommended in “What’s The Alternative To Spending $7 Million On A Super Bowl Ad?,” “Partner with the D’Amelios and bring them on as creative consultants/part owners of your brand.”

So, do you need to sing and dance to succeed on TikTok?

Let’s look at the results generated by other creators and influencers who weren’t born in Norwalk, Connecticut.

In July 2020, I taught a couple of the modules in the first Impact Digital Creator Program at the New Media Academy in the United Arab Emirates (UAE).

At the time, all 22 of the creators and influencers in the program had Instagram accounts, and several had YouTube channels.

But, their most frequently asked question was: “Should I get on TikTok?”

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In September 2020, the New Media Academy partnered with TikTok to add a course to the curriculum designed to help empower current and upcoming content creators in the region to learn how to use the Chinese social media app effectively.

That course, not I, taught creators and influencers in the UAE the best practices outlined above.

Since then, several creators and influencers in the program have launched TikTok accounts, including:

  • Nabaa Aldabbagh, better known as ISpeakFootballOnly, now has 657,100 Followers, 7.1 million Likes, and a 14% Average Engagement Rate.
  • Maitha Mohamed, an Emirati animation artist, and storyteller, now has 438,200 Followers, 4.2 million Likes, and a 10% Average Engagement Rate.
  • Saif Darwish, who isn’t your everyday doctor, now has 195,800 Followers, 1.1 million Likes, and a 2% Average Engagement Rate.
  • Ahmed AlMarzooqi, a content creator with a finance slant, now has 167,200 Followers, 1.1 million Likes, and a 6% Average Engagement Rate.
  • Zainab AlSawalhi, the inspiration behind The Picture Happiness Project, now has 141,800 Followers, 2.3 million Likes, and a 6% Average Engagement Rate.
  • Marwan Alwadhi, better known as DJ Bliss of Dubai, now has 43,000 Followers, 221,900 Likes, and a 2% Average Engagement Rate.
  • Ghaith Al Falasi, an Emirati certified race car driver, self-taught off-roader, and drifter, now has 38,400 Followers, 318,100 Likes, and a 4% Average Engagement Rate.

So, yes, this two-year-old advice still generates results, but results can vary.

How TikTok recommends videos for the Following feed, Search results, and Friends tab

In August 2021, TikTok published the third post in the series, “Discover more of what you love on TikTok.”

So, how does the Following feed work? TikTok said,

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“As you follow new creators, their content will start showing up in your Following feed, which surfaces some of the latest and most relevant content from accounts you follow.”

You should create entertaining, inspiring content targeted at one of the many communities on TikTok.

Why?

Because you need to enchant viewers to do more than just “Like” your videos.

You need them to “Follow” your account.

And trying to be all things to all people rarely triggers the kind of emotional response needed to get viewers to do that.

What about Search results?

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TikTok said,

“you can search for what you’re looking for, from hashtags to videos, creators, and sounds. Exploring these results can also help expand your viewing experience in your For You and Following feeds, as interactions like following an account, saving a video to Favorites, or liking or commenting on a video you’ve discovered through Search can help shape your future content recommendations.”

What should creators and influencers do with this scant amount of information?

Well, there’s only so much space in your captions, and more hashtags won’t guarantee a broader reach.

So, optimize your captions to add context to your video.

And along with adding hashtags that are relevant to your content, you might consider tagging another creator who inspired your content or use hashtags for trending topics or video challenges.

Or, you could leverage this insight from eMarketer: The #tiktokmademebuyit hashtag has 8.8 billion views on TikTok to date.

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TikTokMadeMeBuyItScreenshot from TikTok, June 2022

You should also optimize your selection of free music clips and sounds.

Although TikTok curates music and sound playlists with the hottest tracks in every genre, you need to find out if your audience responds to Hip Hop, Edm, Pop, Rock, Rap, Country, or other original sounds?

In addition, TikTok’s machine learning is shaped by an individual user’s search results over time.

So, consider focusing on specific affinity segments who search for videos on popular topics again and again.

Affinity segments like gamers, foodies, beauty mavens, pet lovers, or sports fans have interests and habits that enable you to make an ongoing series of short-form videos that they will find exciting, spontaneous, and genuine.

Finally, TikTok started rolling out a “Friends” tab last month, replacing the “Discover” tab.

According to a Tweet on May 5, 2022, by TikTokComms, the Friends tab:

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“will allow you to easily find and enjoy content from people you’re connected with, so you can choose even more ways to be entertained on TikTok.”

So, who are these “Friends” and how do they differ from the accounts that you are Following? It’s simple. They’re the accounts you follow that follow you back.

So, the “Friends” tab will enable you to see what’s currently capturing the interest of your community – from trends to effects and sounds on the rise.

And while you are out looking for inspiration, you might also want to use TikTok Insights, a new tool that surfaces insights marketers can use to target different demographics worldwide.

TikTok InsightsScreenshot from TikTok, June 2022

So, why should creators and influencers use a tool designed for marketers? For exactly the same reason that Willie Sutton robbed banks.

In the 1930s, a reporter named Mitch Ohnstad asked Sutton why he robbed banks. According to Ohnstad, Sutton replied, “Because that’s where the money is.”

And creators and influencers who want to earn money need to identify the “sweet spot” that represents the intersection of what their audience wants to watch, like, and share, and which audience endemic advertisers or brands in specific industries want to reach.

To illustrate that endemic advertisers and brands are interested in reaching specific audiences in the U.S. and the UAE, here are a few short success stories.

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International House of Pancakes (IHOP) wanted to get millennial-aged food lovers to check out the restaurant by driving mass awareness around limited-time-only products.

IHOP looked to TikTok as part of its 2021 Halloween campaign to build interest and create in-store demand for these limited-time-only products at the “International Haunted House of Pancakes.”

International Haunted House of PancakesScreenshot from TikTok, June 2022

For its Halloween campaign, IHOP partnered with popular creator and DJ @IsaacLikes to serve up likable and informative In-Feed Ads that felt organic to the platform thanks to his “I LIKE YOU” personality.

Creatively, the In-Feed Ads leaned into popular trends like food hacks and comedy, with @IsaacLikes introducing the new menu and showing viewers how to get creative with their pancakes.

The funny and engaging content inspired them to head to their local IHOP to experiment with the new Halloween menu. One ad introduced the limited-time spooky menu, including create-your-own Scary Face Pancakes, while another showed Isaac’s six ways to eat an IHOP pancake.

IHOP then used the Reach objective to reach as many users as possible while also using TikTok Ads Manager to focus on specific interest and behavior groups to get in front of food lovers who were more likely to visit their nearest IHOP.

By targeting keywords such as “fall,” “autumn,” and “pancakes,” IHOP created efficiencies in connecting with the right audience to drive awareness while also realizing lower-funnel success at restaurants.

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IHOP then used Foursquare Attribution to measure how the ads moved the needle in getting users in-store to sink their fangs into the new, spooky menu.

The International Haunted House of Pancakes reached over 33 million users.

More importantly, using interest and behavior targeting in TikTok Ads Managers ensured IHOP got in front of the right customers efficiently, leading to a 26% lower CPM than the national average on TikTok.

The TikTok community engaged with the creator-led content, too. The @isaaclikes videos brought in over 134,000 clicks to the Halloween menu landing page, 289,000 likes, and 2,000 shares.

Moreover, a post-campaign Brand Lift Study showed that humorous ads delivered a significant +8.4% ad recall.

Awareness was the primary goal, but the campaign’s hocus pocus also enchanted the TikTok community to try the menu in stores.

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The Foursquare Attribution study proved that 5.42% of exposed users visited an IHOP location after seeing an ad on TikTok, a behavioral lift of 1.81% compared to those not exposed to the ads.

But wait, there’s more!

Kraft-Heinz wanted to showcase the versatility of its products and extend its relevance on dining tables in KSA and UAE, from using it on mostly-Western dishes like French fries to traditional Middle Eastern meals like shawarma.

HeinzItScreenshot from TikTok, June 2022

Heinz called on the community to participate in a Branded Hashtag Challenge, encouraging them to share their unconventionally tasty #HeinzIt combos, focusing on meals that were more traditional to the region.

The brand enlisted the help of the TikTok creator community, partnering with key voices that represented different demographics and interests within their target audience.

The creators kicked off the campaign and set the tone for the challenge by harnessing TikTok’s suite of creative tools. Using native transitions and the power of sound to produce TikToks dramatically brought to life how a little Heinz can elevate the experience of any meal, taking the brand from dull and uninteresting to fun and exciting in an instant.

The wider TikTok community was inspired by this early activity and quickly followed suit, sharing their own versions of unconventionally tastier meals through the #HeinzIt Challenge.

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The campaign generated over 33.6 million views in the two markets of the hashtag content and inspired the creation of approximately 2,400 UGC videos.

In other words, Heinz succeeded in sparking a campaign echoed by the community, building a wave of advocacy that surpassed the brand’s expectations.

For people who saw the ad, the campaign produced a lift of 27 % points in the UAE and 23% points in KSA compared to people who didn’t see the ad, when asked about the statement that Heinz “can be used across a wide variety of dishes.”

The brand was also able to significantly lift Favorability by 25% points in the UAE and 32% points in KSA. This further solidified the brand as the preferred staple on the dining table while influencing the lower funnel with an uplift of 30 percentage points in the UAE and 24 percentage points in KSA on Purchase Intent – resulting in a full funnel win for Heinz!

Content Creators & Social Media Influencers Are Mini Media Companies

As more advertisers and brands start testing Branded Mission and TikTok Pulse, a growing percentage of TikTok creators and influencers will become mini media companies.

I worked at a media company in the late 1980s and 1990s.

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Initially, I was the director of marketing at PC/Computing magazine, and later, I became the director of corporate communications for the Ziff-Davis Publishing Company.

I learned that the world’s largest publisher of computer magazines focused first on creating content that acted as a magnet and a screen.

The magnet attracted a specific target audience, such as “PC brand specifiers” or “PC volume buyers.” At the same time, the screen kept those who weren’t as interested in buying PCs from diluting the composition of the audience.

And it was the composition and the size of the audience that attracted endemic advertisers.

This special-interest publishing formula, which put content first, audience second, and advertisers third, enabled Ziff-Davis to fetch $1.4 billion when Forstmann Little & Company purchased it in 1994 and $2.1 billion when it was sold again in 1995 to the Softbank Corporation.

So, my advice to TikTok creators and influencers is simple: To be successful, focus first on creating entertaining and inspiring content that attracts and retains a clearly defined audience that will attract advertisers and brands – and, ultimately, will turn your side hustle into a full-time gig.

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brightonSEO Live Blog

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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. 

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Google Further Postpones Third-Party Cookie Deprecation In Chrome

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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:

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“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.

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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.

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How To Write ChatGPT Prompts To Get The Best Results

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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.

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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.

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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.

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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.

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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.

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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.

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Featured Image: Tapati Rinchumrus/Shutterstock

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