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Can AI Perform SEO? Experimenting With OpenAI’s GPT-3

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Can AI Perform SEO? Experimenting With OpenAI’s GPT-3

AI (artificial intelligence) technology has made tremendous progress in recent years. It is now possible to assess its capacity to perform specific tasks such as generating text, images, and sound.

Now, what if we go even further with more complicated tests, like evaluating a job, for example, or more particularly, evaluating an AI system on its ability to do SEO?

Below, we will test Generative Pre-trained Transformer 3 (GPT-3) created by OpenAI.

Let’s keep in mind that an AI system will mimic the data on which it is trained.

SEO has been built alongside search engine progression, and everything is well documented in blogs, books, and interviews.

So, the AI will likely have learned from all the available SEO content.

The tests will therefore measure the following indicators:

  • Consistency in continuing an SEO topic.
  • The relevance of SEO modifications.
  • The ability to answer SEO questions.

The Consistency To Continue An SEO Topic

The following tests will focus on the AI system understanding an SEO situation and its ability to coherently treat the topic intelligibly and consistently.

The first test will take examples that talk about SEO horror stories – that is to say, short stories that address SEO disasters – and see how the AI performs.

I took two examples from Aleyda Solis’ site and here is what the AI-generated:

Two examples:

  • When all internal pages of the site were canonicalized to the home page. #seohorrorstories
  • When someone forgot to block the site test environment… that started to be indexed. #seohorrorstories

Results generated by OpenAI’s GPT-3 AI:

  • When someone said, “I have a great idea! Let’s put our website in the footer of an unrelated website!” #seohorrorstories
  • When someone forgot to check the robots.txt of the staging environment before going live. #seohorrorstories
  • When someone made changes to .htaccess without telling anyone #seohorrorstories
  • When we switched domains and didn’t forward the old pages for more than 60 days. #seohorrorstories
  • When the client created thousands of thin content pages with no value #seohorrorstories
  • When the client insisted on using relational database tables as URLs (?tbl=table&id=2) #seohorrorstories

Analysis: The texts generated are varied and coherent.

Moreover, after a little research, we can conclude that they are unique.

So, the AI understood that it had to mimic a short text that talks about SEO and add the hashtag #seohorrorstories every time.

Here is a screenshot of the complete example; we can generate endless #seohorrorstories.

Screenshot from OpenAI, April 2022

Regarding creativity, we can go a little further in our testing and try to measure the consistency of creating a dialogue between two SEO experts.

For the following test, we will give the AI a situation and instructions, and then ask it to generate a discussion.

Here is the situation in which the AI will have to create a dialogue between two experts – one experienced and one beginner: When someone forgot to block the site test environment… that started to be indexed.

Results generated by OpenAI’s GPT-3 AI:

Aleyda: Oh no! When did you realize this was happening?
Paul: I just checked the Google Analytics this morning and saw that we had some traffic coming from google.com.
Aleyda: That’s not good. Did you check to see if the site test environment is still being indexed?
Paul: Yeah, I did. And it is.
Aleyda: Okay, we need to take care of this right away. First, let’s check to see if there are any pages that have been indexed.
Paul: There are a few.
Aleyda: Great. Now we need to block the test environment so that Google stops indexing it.
Paul: How do we do that?
Aleyda: We can add a robots.txt file to the test environment. That will tell Google not to index any of the pages on the site.
Paul: Okay, that makes sense. Let’s do that.

SEO Dialog generated by GPT-3Screenshot from OpenAI, April 2022

Analysis: The dialog remains very coherent

The AI system even explains how the issue was detected and proposes a solution to the problem of indexing a pre-production site with a robots.txt.

Next, let’s take one of the #seohorrorstories invented by AI and generate the associated dialogue.

Here is the new situation: When the client created thousands of thin content pages with no value.

Results generated by OpenAI’s GPT-3 AI:

Aleyda: Well, this is a bit of a problem. You’ve created a lot of thin content pages that don’t really offer any value to users.
Paul: Yeah, I know. I was just trying to stuff as many keywords as possible onto the website.
Aleyda: Unfortunately, that’s not going to help your SEO. In fact, it could actually hurt your ranking.
Paul: So what should I do?
Aleyda: You need to create higher quality content that provides value to users. That’s what will help you rank higher in the search engines.

AI generated resultsScreenshot from OpenAI, April 2022

Analysis: Once again, the AI manages to create a real dialogue by explaining why creating thin content doesn’t work for SEO and even recommends solutions.

We can conclude that the AI system can speak about SEO rigorously and precisely, but can it also make relevant SEO modifications to a text?

As it happens, GPT-3 offers a text editing mode that has been available since March 2022.

Let’s get testing.

The Relevance Of SEO Modifications

The first test will ask the AI to replace a link anchor with something more marketable to highlight a product better.

Results generated by OpenAI’s GPT-3 AI:

SEO edition with GPT-3Screenshot from OpenAI, April 2022

Analysis: The test is relatively successful.

Here, the AI replaces “mahogany-paneled steakhouses” with “best steaks New York,” considering the context.

The solution works regardless of the number of links.

Next, the second test consists of completing two simultaneous tasks: Asking the AI to change the link anchor but adding the H1 tag with a title to the beginning of the document.

Results generated by OpenAI’s GPT-3 AI:

AI generated results for H1 tagScreenshot from OpenAI, April 2022

Analysis: Once again, the test is successful, and you can apply the results to thousands of documents. A title that summarizes the document is added in the right place.

Finally, we’ll ask the AI to add a list of three relevant links using the <ul><li> tags.

AI generated results for adding relevant linksScreenshot from OpenAI, April 2022

Analysis: Once again, the format is well respected and the anchors are consistent.

The links are fictitious, but one could easily have GPT-3 pick from a link database to use real links.

In short, GPT-3 is good at contextually editing text when given the right instructions. This could represent a great time-saving measure in regards to large-scale modifications.

The Ability To Answer SEO Questions

Now we’re going to test the SEO knowledge of an AI system.

I chose to use BrightEdge’s SEO test, but could have used any test:

As with each of the previous tests, we used the GPT-3 OpenAI technology to answer the questions in an SEO MCQ. The number of correct answers measures test quality.

AI choose the best answerScreenshot from OpenAI, April 2022

Below, we see how each question is presented to the AI; the text highlighted in green represents the answer it has chosen.

BrightEdge provides the table of questions with correct answers in one column and the answer chosen by the AI in the adjacent column:

AI can answer a SEO quizzScreenshot by author, April 2022

The GPT -3 results are encouraging: the AI scores 16/20, and even then, it lacks context on where it goes wrong.

Now, let’s ask the AI about recent updates from Google regarding the release of Google MUM on May 18, 2021.

Google mum questionScreenshot from OpenAI, April 2022

What is the first purpose of Google MUM?

Again, as you can see, the AI answers perfectly.

In short, we have a real SEO response engine if asking very specific questions.

The Limitations

Now, we can look at the limitations of AI-driven SEO.

Here is a non-exhaustive list:

The AI’s capability to fix unknown or poorly documented problems.

Often, in the SEO business, it is time-consuming and tedious to understand what actually happened when a problem occurs and sometimes there will never be an explanation. AI cannot find solutions with data not part of its analysis.

The ability to take into account everything that exists.

There are often many constraints on what has already been done or tested on a site or a set of sites. Therefore, it is currently impossible to provide all the source codes and project documentation to an AI system to find an accurate answer that considers all the existing information.

Being able to measure the true quality of content or an idea by its originality or its representation of the current situational context.

AI systems do not yet work in real-time, lacking originality and creativity. As a result, the true measure of the quality of content is currently minimal. It is often humans who evaluate quality content. AIs generally detect spam and poor-quality content.

To summarize, an AI system can outperform a novice SEO or a person with little SEO knowledge, but it will still have a long way to go to replace an experienced SEO expert.

Overall, the AI and human duo will always remain the best combo, with the human focusing on the tasks with the highest added value.

In conclusion, all seasoned SEO experts are far above an AI SEO.

More resources:


Featured Image: Shutterstock/metamorworks



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Expert Embedding Techniques for SEO Success

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Expert Embedding Techniques for SEO Success

AI Overviews are here, and they’re making a big impact in the world of SEO. Are you up to speed on how to maximize their impact?

Watch on-demand as we dive into the fascinating world of Google AI Overviews and their functionality, exploring the concept of embeddings and demystifying the complex processes behind them.

We covered which measures play a crucial role in how Google AI assesses the relevance of different pieces of content, helping to rank and select the most pertinent information for AI-generated responses.

You’ll see:

  • An understanding of the technical side of embeddings & how they work, enabling efficient information retrieval and comparison.
  • Insights into AI Content curation, including the criteria and algorithms used to rank and choose the most relevant snippets for AI-generated overviews.
  • A visualization of the step-by-step process of how AI overviews are constructed, with a clear perspective on the decision-making process behind AI-generated content.

With Scott Stouffer from Market Brew, we explored their AI Overviews Visualizer, a tool that deconstructs AI Overviews and provides an inside look at how Snippets and AI Overviews are curated. 

If you’re looking to clarify misconceptions around AI, or looking to face the challenge of optimizing your own content for the AI Overview revolution, then be sure to watch this webinar.

View the slides below, or check out the full presentation for all the details.

Join Us For Our Next Webinar!

[Expert Panel] How Agencies Leverage AI Tools To Drive ROI

Join us as we discuss the importance of AI to your performance as an agency or small business, and how you can use it successfully.

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7 Strategies to Lower Cost-Per-Lead

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7 Strategies to Lower Cost-Per-Lead

SEO for personal injury law firms is notorious for how expensive and competitive it can be. Even with paid ads, it’s common for every click from the ad to your website to cost hundreds of dollars: 

When spending this kind of money per click, the cost of gaining new cases can quickly skyrocket. Since SEO focuses on improving your visibility in the unpaid areas of search engines, you can cut costs and get more leads if you’re savvy enough.

Here are the strategies I’ve used to help new and boutique injury and accident law firms compete with the big guns for a fraction of the cost.

Recommendation

If you’re brand new to SEO, check out The Beginner’s Guide to SEO to get familiar with the fundamental concepts of SEO that apply to all websites. 

1. Add reviews, certifications, and contact details to your website

Unlike many other local service businesses, personal injury law firms need to work harder to earn trust and credibility online.

This applies to earning trust from humans and search engines alike. Google has a 170-page document called the Search Quality Rater Guidelines. This document contains two frameworks law firms can use to help Google and website visitors trust them more.

The first is “your money or your life,” or YMYL. Google uses this term to describe topics that may present a high risk of harm to searchers. Generally, any health, finances, safety, or welfare information falls into this category. Legal information is also a YMYL topic since acting on the wrong information could cause serious damage or harm to searchers.

The second framework is EEAT, which stands for experience, expertise, authoritativeness, and trustworthiness.

7 Strategies to Lower Cost Per Lead7 Strategies to Lower Cost Per Lead

This framework applies more broadly to all industries and is about sharing genuine information written by experts and authorities for a given topic. Both YMYL and EEAT consider the extent to which content is accurate, honest, safe, and reliable, with the ultimate goal of delivering trustworthy information.

Here are the things I implement for my personal injury clients as a priority to improve the trustworthiness of their online presence:

  1. Prominently display star ratings from third-party platforms, like Google or FaceBook reviews.
  2. Show your accreditations, certifications, awards, and the stats on cases you’ve won.
  3. If government-issued ratings or licenses apply to your practice areas, show those too.
  4. Add contact information like your phone number and address in the footer of every page.
  5. Share details of every member of your firm, highlighting their expertise and cases they’ve won.
  6. Add links to your professional profiles online, including social media and law-related listings.
  7. Include photos of your team and offices, results, case studies, and success stories.

2. Create a Google Business profile in every area you have an office

Generally speaking, your Google Business listing can account for over 50% of the leads you get from search engines. That’s because it can display prominently in the maps pack, like so: 1725965766 32 7 Strategies to Lower Cost Per Lead1725965766 32 7 Strategies to Lower Cost Per Lead Without a Google Business listing, your firm will not show up here or within Google Maps since it is managed completely separately from your website. Think of your Google listing like a social profile, but optimize it like a website. Make sure you create one of these for each location where you have an on-the-ground presence, ideally an established office.

Take the time to fill out all the details it asks for, especially:

  • Your firm’s name, address, and phone number
  • Your services with a description of each
  • Images of your premises, inside and outside the office

And anything else you see in these sections: Google Business LIsting profile informationGoogle Business LIsting profile information

Also, make it a regular habit to ask your clients for reviews.

Reviews are crucial for law firms. They are the number one deciding factor when someone is ready to choose a law firm to work with. While you can send automated text messages with a link to your Google profile, you’ll likely have a higher success rate if you ask clients in person while they’re in your office or by calling them.

I’ve also seen success when adding a request for a review on thank you pages.

For instance, if you ever send an electronic contract or invoice out to clients, once they’ve signed or paid, you can send them to a thank you page that also asks for a review. Here’s my favorite example of this from a local accountant. You can emulate this concept for your own website too:

1725965767 403 7 Strategies to Lower Cost Per Lead1725965767 403 7 Strategies to Lower Cost Per Lead

Recommendation

Optimizing your Google listing is part of local SEO. Check out our complete guide to local SEO for insights into how you can rank in more map pack results. 

3. Add a webpage for each location you serve

The most common way that people search for legal services is by searching for things like “personal injury lawyer near me” or “car accident lawyer new york”.

For instance, take a look at the monthly search volume on these “near me” keywords for an injury and accident lawyer:

1725965767 660 7 Strategies to Lower Cost Per Lead1725965767 660 7 Strategies to Lower Cost Per Lead

People also commonly search at a state, city, and even suburb level for many legal services, especially if it’s an area of law that differs based on someone’s location. To optimize your website architecture for location keywords like these, it’s best practice to create dedicated pages for each location and then add sub-pages for each of your practice areas in that location.

For example, here’s what that would look like:

Example of a franchise' site structure with each franchisee having a content hub.Example of a franchise' site structure with each franchisee having a content hub.

The corresponding URL structure would look like this:

  • /new-york
  • /new-york/car-accident-lawyer
  • /new-york/personal-injury-lawyer
  • /new-york/work-injury-lawyer

Pro Tip:

If you have many locations across the country, you may need to consider additional factors. The greater your number of locations, the more your SEO strategy may need to mimic a franchise’s location strategy.

Check out my guide on franchise SEO for local and national growth strategies if you have many offices nationwide. 

4. Build a topic hub for your core practice areas

A topic hub is a way to organize and link between related articles on a website. It’s sometimes referred to as a topic cluster because it groups together pages that are related to the same subject matter.

1725965768 48 7 Strategies to Lower Cost Per Lead1725965768 48 7 Strategies to Lower Cost Per Lead

If you run a small firm or your marketing budget is tight, I recommend focusing on a single area of law and turning your website into a topical hub. You can do this by publishing different types of content, such as how-to guides, answering common questions, and creating landing pages for each of your services.

For example, if you currently offer services for immigration law, criminal defense, and personal injury compensation, each appeals to very different audience segments. They’re also very competitive when it comes to marketing, so focusing your efforts on one of these is ideal to make your budget go further.

Most areas of law are naturally suited to building out topic clusters. Every practice area tends to follow a similar pattern in how people search at different stages in their journey.

  • Top-of-funnel: When people are very early in their journey, and unaware of what type of lawyer they need, they ask a lot of high-level questions like “what is a car accident attorney”.
  • Mid-funnel: When people are in the middle of their journey, they tend to ask more nuanced questions or look for more detailed information, like “average settlement for neck injury”.
  • Bottom-of-funnel: When people are ready to hire an attorney, they search for the practice area + “attorney” or “lawyer”. Sometimes they include a location but nothing else. For example, “personal injury lawyer”.

This pattern applies to most areas of law. To apply it to your website, enter your main practice area and a few variations into Keywords Explorer:

1725965768 248 7 Strategies to Lower Cost Per Lead1725965768 248 7 Strategies to Lower Cost Per Lead

Make sure to include a few different variations like how I’ve added different ways people search for lawyers (lawyer, attorney, solicitor) and also for other related terms (compensation, personal injury, settlement).

If you check the Matching terms report, you’ll generally get a big list that you’ll need to filter to make it more manageable when turning it into a content plan.

For example, there are 164,636 different keyword variations of how people search for personal injury lawyers. These generate over 2.4 million searches per month in the US.

1725965768 694 7 Strategies to Lower Cost Per Lead1725965768 694 7 Strategies to Lower Cost Per Lead

You can make the list more manageable by removing keywords with no search volume. Just set the minimum volume to 1:

1725965768 631 7 Strategies to Lower Cost Per Lead1725965768 631 7 Strategies to Lower Cost Per Lead

You can also use the include filter to only see keywords containing your location for your location landing pages:

1725965769 353 7 Strategies to Lower Cost Per Lead1725965769 353 7 Strategies to Lower Cost Per Lead

There are also a number of distinct sub-themes relevant to your area of law. To isolate these, you can use the Cluster by Terms side panel. For instance, looking at our list of injury-related keywords, you can easily spot specific body parts that emerge as sub-themes:

1725965769 520 7 Strategies to Lower Cost Per Lead1725965769 520 7 Strategies to Lower Cost Per Lead

Other sub-themes include:

  • How the accident happened (at work, in a car)
  • How much compensation someone can get (compensation, average, settlement)
  • How severe the injury was (traumatic)

Each of these sub-themes can be turned into a cluster. Here’s what it might look like for the topic of neck injuries:

Example of a content hub about neck injury settlements.Example of a content hub about neck injury settlements.

5. Create a knowledge hub answering common questions

People tend to ask a lot of questions related to most areas of law. As you go through the exercise of planning out your topic clusters, you should also consider building out a knowledge hub where people can more easily navigate your FAQs and find the answers they’re looking for.

Use the knowledge base exclusively for question-related content. You can find the most popular questions people ask after an accident or injury in the Matching terms > Questions tab:

1725965769 641 7 Strategies to Lower Cost Per Lead1725965769 641 7 Strategies to Lower Cost Per Lead

You can also easily see clusters of keywords for the top-of-funnel and mid-funnel questions people ask by checking the Clusters by Parent Topic report. It groups these keywords into similar themes and each group can likely be covered in a single article.

1725965769 514 7 Strategies to Lower Cost Per Lead1725965769 514 7 Strategies to Lower Cost Per Lead

Here’s an example of how Smith’s Lawyers has created a knowledge base with a search feature and broad categories to allow people to find answers to all their questions more easily.

1725965770 930 7 Strategies to Lower Cost Per Lead1725965770 930 7 Strategies to Lower Cost Per Lead

The easier you make it for people to find answers on your website, the less inclined they are to go back to Google and potentially visit a competitor’s website instead. It also increases their interaction time with your brand, giving you a higher chance of being front-of-mind when they are ready to speak to a lawyer about their case.

6. Use interactive content where applicable

Some areas of law lend themselves to certain types of interactive content. An obvious example is a compensation calculator for injury and accident claims. Doing a very quick search, there are over 1,500 keywords on this topic searched over 44,000 times a month in the US.

The best part is how insanely low the competition is on these keywords:

1725965770 383 7 Strategies to Lower Cost Per Lead1725965770 383 7 Strategies to Lower Cost Per Lead

Keyword difficulty is graded on a 100-point scale, so single-digit figures mean there’s virtually no competition to contend with. It’s not all that hard to create a calculator either.

There are many low-cost, no-code tools on the market, like Outgrow, that allow you to create a simple calculator in no time. Other types of interactive content you could consider are:

  • Quiz-style questionnaires: great for helping people decide if they need a lawyer for their case.
  • Chatbots: to answer people’s questions in real-time.
  • Assessments: to pre-qualify leads before they book a meeting with you.
  • Calendar or countdown clock: to help people keep track of imminent deadlines.

7. Gain links by sharing your expertise with writers and journalists

Backlinks are like the internet’s version of citations. They are typically dark blue, underlined text that connects you to a different page on the internet. In SEO, links play a very important role for a few different reasons:

  1. Links are how search engines discover new content. Your content may not be discovered if you have no links pointing to it.
  2. Links are like votes in a popularity contest. The more you have from authoritative websites in your industry, the more they elevate your brand.
  3. Links also help search engines understand what different websites are about. Getting links from other law-related websites will help build relevancy to your brand.

Think of link building as a scaled-down version of PR. It’s often easier and cheaper to implement. However, it is very time-intensive in most cases. If you’re doing your own SEO, hats off to you!

However, I’d recommend you consider partnering with an agency that specializes in law firm SEO and can handle link building for you. Typically, agencies like these will have existing relationships with law-related websites where they can feature your brand, which will be completely hands-off for you.

For instance, Webris has a database of thousands of legal websites on which they have been able to feature their clients. If you don’t have an existing database to work with and you’re doing SEO yourself, here are some alternative tactics to consider.

Expert quotes

Many journalists and writers benefit from quoting subject-matter experts in their content. You could be such an expert, and every time someone quotes you, ask for a link back to your website. Check out platforms like Muck Rack or SourceBottle, where reporters post callouts for specific experts they’re looking to get quotes from or feature in their articles.

1725965770 985 7 Strategies to Lower Cost Per Lead1725965770 985 7 Strategies to Lower Cost Per Lead

Guest posting

If you like writing content, you can alternatively create content for other people’s websites and include links back to your site. This approach is more time intensive. To make the effort worth it, reach out to websites with an established audience so you get some additional brand exposure too.

Updating outdated content

If you’re checking out other people’s legal content and you ever notice a mistake or outdated information, you could reach out and offer to help them correct it in exchange for a link to your website.

Naturally, you’ll need to recommend updates for sections of content that relate to your practice areas for this to work and for the link to make sense in the context of the content.

Final thoughts

SEO for personal injury lawyers is one of the most competitive niches. High advertising costs and high competition levels make it difficult for new or small firms to compete against industry giants.

As a new or emerging firm, you can take a more nimble approach and outrank the big firms for low competition keywords they haven’t optimized their websites for. It’s all about doing thorough research to uncover these opportunities in your practice area.

Want to know more? Reach out on LinkedIn.

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Google Ads To Phase Out Enhanced CPC Bidding Strategy

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Google Ads To Phase Out Enhanced CPC Bidding Strategy

Google has announced plans to discontinue its Enhanced Cost-Per-Click (eCPC) bidding strategy for search and display ad campaigns.

This change, set to roll out in stages over the coming months, marks the end of an era for one of Google’s earliest smart bidding options.

Dates & Changes

Starting October 2024, new search and display ad campaigns will no longer be able to select Enhanced CPC as a bidding strategy.

However, existing eCPC campaigns will continue to function normally until March 2025.

From March 2025, all remaining search and display ad campaigns using Enhanced CPC will be automatically migrated to manual CPC bidding.

Advertisers who prefer not to change their campaigns before this date will see their bidding strategy default to manual CPC.

Impact On Display Campaigns

No immediate action is required for advertisers running display campaigns with the Maximize Clicks strategy and Enhanced CPC enabled.

These campaigns will automatically transition to the Maximize Clicks bidding strategy in March 2025.

Rationale Behind The Change

Google introduced Enhanced CPC over a decade ago as its first Smart Bidding strategy. The company has since developed more advanced machine learning-driven bidding options, such as Maximize Conversions with an optional target CPA and Maximize Conversion Value with an optional target ROAS.

In an email to affected advertisers, Google stated:

“These strategies have the potential to deliver comparable or superior outcomes. As we transition to these improved strategies, search and display ads campaigns will phase out Enhanced CPC.”

What This Means for Advertisers

This update signals Google’s continued push towards more sophisticated, AI-driven bidding strategies.

In the coming months, advertisers currently relying on Enhanced CPC will need to evaluate their options and potentially adapt their campaign management approaches.

While the change may require some initial adjustments, it also allows advertisers to explore and leverage Google’s more advanced bidding strategies, potentially improving campaign performance and efficiency.


FAQ

What change is Google implementing for Enhanced CPC bidding?

Google will discontinue the Enhanced Cost-Per-Click (eCPC) bidding strategy for search and display ad campaigns.

  • New search and display ad campaigns can’t select eCPC starting October 2024.
  • Existing campaigns will function with eCPC until March 2025.
  • From March 2025, remaining eCPC campaigns will switch to manual CPC bidding.

How will this update impact existing campaigns using Enhanced CPC?

Campaigns using Enhanced CPC will continue as usual until March 2025. After that:

  • Search and display ad campaigns employing eCPC will automatically migrate to manual CPC bidding.
  • Display campaigns with Maximize Clicks and eCPC enabled will transition to the Maximize Clicks strategy in March 2025.

What are the recommended alternatives to Enhanced CPC?

Google suggests using its more advanced, AI-driven bidding strategies:

  • Maximize Conversions – Can include an optional target CPA (Cost Per Acquisition).
  • Maximize Conversion Value – Can include an optional target ROAS (Return on Ad Spend).

These strategies are expected to deliver comparable or superior outcomes compared to Enhanced CPC.

What should advertisers do in preparation for this change?

Advertisers need to evaluate their current reliance on Enhanced CPC and explore alternatives:

  • Assess how newer AI-driven bidding strategies can be integrated into their campaigns.
  • Consider transitioning some campaigns earlier to adapt to the new strategies gradually.
  • Leverage tools and resources provided by Google to maximize performance and efficiency.

This proactive approach will help manage changes smoothly and explore potential performance improvements.


Featured Image: Vladimka production/Shutterstock

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