SEO
10 Underutilized Levers Across Google and Microsoft Ads

Part of what makes digital advertising challenging is that UIs change just as constantly as algorithms.
It can be tough to stay on top of all the changes and tasks required for peak account performance.
While these may be known to some, they represent the most common โhidden leversโ I see in account audits.
Hidden Lever #1: Competitor Audiences
When someone seeks a product, what triggers their search?
Which brands do they gravitate towards for research, exploration, or confirmation?
How do these interactions shape their eventual purchasing decision?
An often-overlooked gem in the consumer intent space is โcompetitor audience segmentโ targeting.
Found under the audience manager, this tool enables advertisers to include websites frequently visited by their target audience.
This option is integrated into Performance Max (PMAX) and display campaigns but is not yet available for standalone search targeting, which is a tad disappointing.
You can list multiple websites or customer segments. Google then identifies users whoโve visited those sites (or similar ones) as prime targets for your ads.
Pair this with a placement exclusion list to ensure youโre not displaying ads on undesired pages. This could be your own site or potentially a direct competitorโs content.
Youโre given the flexibility to either exclude or specifically target a competitor.
The brilliance lies in harnessing your competitorโs marketing efforts and budget, redirecting the interest theyโve cultivated, and potentially turning it into profit for yourself.
In essence, the โcompetitor audience segmentโ allows you to strategically position your campaigns, piggybacking off your competitorโs hard work and potentially capturing a share of their audience.
Hidden Lever #2: Using Search Term Filters
Over the years, the utility of the search terms report has waned.
Our visibility into search terms has diminished, making it cumbersome to introduce negative keywords or add new keyword targets, especially for extensive queries.
Comparing targeted keywords with the actual search terms ensures youโre bidding on the most productive version of the keyword.
As account structures evolve, with a heightened focus on audiences rather than just keywords, the search terms report becomes instrumental in discerning which keywords to prioritize, rather than merely relying on the suggestions from the keyword planner.
To harness this:
- Navigate to attributes within your interface.
- Filter by attribute and the specific search term in question.
- Activate the column that displays the keyword that triggered the search term.
- Itโs also advisable to incorporate โmatch type.โ This offers insight into the frequency of close variants being activated by your campaigns.
Depending on your campaign type and account structure, a surge in close variants might signal a lack of negative keywords safeguarding your ad groups.
This diagnostic is pivotal to ensure the presence of negative keywords at respective levels, and it seamlessly transitions into our next overlooked feature, which weโll delve into next.
Hidden Lever #3: Negatives At Every Structural Level
Most seasoned PPC practitioners inherently understand the importance of negative keywords. However, Iโve recently observed a noticeable number of campaigns that either lack negative keywords entirely or employ them sparingly.
Why is the meticulous inclusion of negative keywords pivotal?
- Close variants: Negative keywords act as a bulwark against these close variants, ensuring that your ads are being triggered by the most relevant search terms.
- Budget optimization: Negative keywords play a crucial role in budget allocation. The vast majority of accounts need to steer the budget from one campaign or ad group to another.
In the absence of well-defined negative keywords, thereโs a genuine risk of overspending on less impactful ideas while neglecting the more promising ones.
In summary, while negative keywords might not be a โnewโ concept for many, their consistent and thoughtful application can make all the difference between a well-optimized campaign and one that misdirects valuable resources.
So, regardless of how basic or advanced you deem this feature, itโs worth revisiting and refining your negatives regularly.
Hidden Lever #4: Audience And Placement Targets & Exclusions
Itโs disheartening to audit campaigns and find glaring omissions of audience targets/exclusions or specific placement targets/exclusions.
Such omissions deprive campaigns of possibly their most potent tool to ensure budget precision and meaningful engagement with the ideal customer.
Hereโs the breakdown.
Audience Targets
If youโre sidelining the inclusion of audience targets (whether โTarget and Observeโ or even โObserveโ settings), youโre opting into a bigger traffic pool.
The reality is that not everyone is your potential customer.
Interface intricacies sometimes render these settings less evident, which might explain their occasional neglect. However, comprehending their placement is paramount.
Exclusions For Visual Content
Toggle between topics, placements, and content keywords to ensure needed exclusion rather than just defaults.
An additional tool, the โWhere and When Ad Servedโ report (still in open beta for some users), offers insights on which placements to either target or exclude.
For PMAX Campaigns
Audience signals are paramount in the nascent stages of a PMAX campaign but tend to diminish in impact over time.
To tweak these, head to the Asset Groupย section and click the pencil icon on the right. Once inside, youโll be equipped to edit your audience signals.
Though the layout is not as intuitive as other campaign types, familiarizing yourself is critical for optimizing Performance Max campaigns.
Remember, blending your data with Googleโs signals based on various audience settings can amplify your campaignโs impact.
Audience Library & Manager
This is your gateway to crafting custom audiences. With this, you can integrate interest targets and even upload conversions, paving the way to generate audiences from past converters.
In a nutshell, while these functionalities might not be entirely โhidden,โ their full potential is often overlooked.
Delving deep and employing them judiciously can be the difference between a campaign that simply runs and one that truly resonates.
Hidden Lever #5: Ad Group Versus Campaign-Level Settings Across Platforms
Navigating ad settings can be a challenging affair, especially when youโre toggling between various ad networks. Each network has its own hierarchy of campaign and ad group settings, making it easy to miss critical settings.
Letโs delve into this overlooked feature by breaking down the nuances across popular platforms.
Google Ads: Campaign-Centric
Google prioritizes campaign-level settings for schedules, budgets, location targeting, and negatives.
Youโll likely have to set up multiple campaigns with distinct budgets for each objective.
Fewer ad groups per campaign are advisable, usually between five to seven, depending on the volume youโre targeting.
Microsoft Ads: A Blend Of Both
While resembling Google in requiring most settings at the campaign level, Microsoft Ads offers more flexibility at the ad group level.
You can override locations and schedules, and make specific placement choices. This flexibility allows for a more tailored advertising strategy.
Facebook (Meta) Ads: Flexible Objectives
Facebook doesnโt constrain you to campaign or ad group settings. You can opt for either Campaign Budget Optimizer, behaving much like Google Ads, or allocate budget per ad and target.
The approach you choose significantly impacts your spending.
The flexibility means you can support general objectives or perform extensive creative testing but be prepared for varied budgetary implications.
LinkedIn Ads: Ad Set-Focused
LinkedIn prioritizes ad set settings, letting you make most choices at this level. Campaigns generally dictate asset association.
If youโre advertising on LinkedIn, expect to need a robust ad group structure that caters to each major part of your business.
Amazon Ads: Product-Based Budgeting
Amazonโs approach centers around the products you want to promote rather than campaign or ad group settings.
While youโre limited in location targeting, Amazon excels in providing a robust first-party audience network. Your budgeting is driven by product selection.
Regardless of the ad network youโre using, itโs crucial to understand these underlying structures for more effective planning and budget allocation.
Understanding these โhiddenโ settings can make a significant difference in the efficiency and effectiveness of your advertising campaigns.
Hidden Lever #6: Using Segments For Precision Analysis
Segments allow you to dive into the data of your campaigns. You can dig into:
- Network.
- Conversion Data.
- Time.
- Location.
- Device.
These segments will help answer whether there are false positives/negatives in the averages.
For example, if you see a seemingly low click-through rate (CTR) or cost per click (CPC) and have Search Partners with Display Expansion turned on, you might be having your numbers skewed.
By using segments, youโll get a more accurate view of whatโs happening in your account and be able to make meaningful optimizations.
Hidden Lever #7: Conversion Tracking
Understanding and optimizing conversion settings can ensure that the data you rely on is both accurate and actionable.
The Importance Of Trustworthy Data
In a modeled tracking landscape, placing confidence in the data you acquire is critical. A typical oversight is the default 30-second window for phone call conversions, which is impractical for most businesses.
A more realistic threshold would be two to three minutes โ or even longer for certain sectors.
However, if you donโt adjust that setting, youโre asking for bad data to flow into both your bidding and reporting.
Navigating Primary And Secondary Conversion Settings
Google automatically categorizes conversion actions as primary. While some canโt be modified, others should be adjusted according to business needs.
Primary conversions influence the algorithm and appear in reports.
Secondary conversions are tracked in โall conversionsโ but donโt impact the algorithm or main reporting metrics.
Configuring Primary And Secondary Settings
Contrary to what one might assume, these settings are adjusted at the โgoal level,โ and not the โconversion action level.โ
Once youโve determined your desired conversion actions (whether imported from GA4 or using native actions), the process involves:
- Selecting Edit goal.
- Toggling between primary and secondary for each conversion action based on your preferences.
Properly adjusted conversion settings ensure that youโre measuring what truly matters to your business. By filtering by conversion action, you can discern the number and cost of the conversions you deem valuable.
Hidden Lever #8: Hidden Reports
Google Ads is as successful as it is because of the data it affords advertisers. Yet, in recent years, some of those reports have been depreciated or consolidated (making them tougher to action).
While not all of these reports are new or changed, they represent underutilized value:
Change History Report
The Change History report shows every modification made in an account, capturing who made each change. Additionally, it will share whether changes are manual or automatic suggestions from Google.
If there are a lot of auto-recommendations might prompt some advertisers to either switch them off or embrace them, contingent on the performance outcomes.
This report also reveals if the changes are consequential. For instance, seeing only IP exclusions without negative keyword additions or targeting tweaks could indicate the use of fraud-filtering tools but limited attention to campaign strategy.
Itโs always best to consult with your team/vendor before jumping to any conclusions, as they may have a good reason for the limited human intervention.
Call Extension Report
This report delves into call details, such as listening to recorded calls (if activated) or assessing call durations. For those not leveraging call tracking, itโs an invaluable window to evaluate the efficacy of calls.
Located under โextensions reports,โ this report often gets a โwowโ reaction upon discovery and can be a way to diffuse account performance fears with data.
Insight Section & The Search Term Report
Google Ads underwent a redesign that separated core functions and insights. Consequently, the search term report now resides under โinsights,โ a move not mirrored by Microsoft Ads โ yet.
The search term report is a cornerstone for understanding search behaviors and aligning campaign strategies.
Another notable report in this category is the โwhere and when ads showed, โa beacon for PMAX campaigns, offering respite from typical black-box reporting.
Hidden Lever #9: Shopping Attributes In Merchant Center
Google Merchant Center is often adding new attributes to customize feeds. Building in a once-per-month check-in can help keep you on top of your feed while helping to distinguish you from the competition.
Regularly updating and tailoring your feeds with enriched attributes can significantly boost the effectiveness of your campaign targeting and return on ad spend (ROAS).
Final Takeaways
Mastering every nook and cranny of ad networks may seem daunting. However, these platforms generally make choices based on user data.
Ad networks emphasize impactful changes over a bombardment of minor tweaks.
Notable shifts like the dynamic search ads transitioning towards Performance Max demonstrate the networkโs intent to give users ample transition time.
If thereโs an ad management aspect you cherish, keep it in regular use and voice your feedback. That might be enough to save the utility.
More resources:ย
Featured Image: eamesBot/Shutterstock
SEO
4 Ways To Try The New Model From Mistral AI

In a significant leap in large language model (LLM) development, Mistral AI announced the release of its newest model, Mixtral-8x7B.
magnet:?xt=urn:btih:5546272da9065eddeb6fcd7ffddeef5b75be79a7&dn=mixtral-8x7b-32kseqlen&tr=udp%3A%2F%https://t.co/uV4WVdtpwZ%3A6969%2Fannounce&tr=http%3A%2F%https://t.co/g0m9cEUz0T%3A80%2Fannounce
RELEASE a6bbd9affe0c2725c1b7410d66833e24
โ Mistral AI (@MistralAI) December 8, 2023
What Is Mixtral-8x7B?
Mixtral-8x7B from Mistral AI is a Mixture of Experts (MoE) model designed to enhance how machines understand and generate text.
Imagine it as a team of specialized experts, each skilled in a different area, working together to handle various types of information and tasks.
A report published in June reportedly shed light on the intricacies of OpenAIโs GPT-4, highlighting that it employs a similar approach to MoE, utilizing 16 experts, each with around 111 billion parameters, and routes two experts per forward pass to optimize costs.
This approach allows the model to manage diverse and complex data efficiently, making it helpful in creating content, engaging in conversations, or translating languages.
Mixtral-8x7B Performance Metrics
Mistral AIโs new model, Mixtral-8x7B, represents a significant step forward from its previous model, Mistral-7B-v0.1.
Itโs designed to understand better and create text, a key feature for anyone looking to use AI for writing or communication tasks.
New open weights LLM from @MistralAI
params.json:
โ hidden_dim / dim = 14336/4096 => 3.5X MLP expand
โ n_heads / n_kv_heads = 32/8 => 4X multiquery
โ “moe” => mixture of experts 8X top 2 ๐Likely related code: https://t.co/yrqRtYhxKR
Oddly absent: an over-rehearsedโฆ https://t.co/8PvqdHz1bR pic.twitter.com/xMDRj3WAVh
โ Andrej Karpathy (@karpathy) December 8, 2023
This latest addition to the Mistral family promises to revolutionize the AI landscape with its enhanced performance metrics, as shared by OpenCompass.
What makes Mixtral-8x7B stand out is not just its improvement over Mistral AIโs previous version, but the way it measures up to models like Llama2-70B and Qwen-72B.
Itโs like having an assistant who can understand complex ideas and express them clearly.
One of the key strengths of the Mixtral-8x7B is its ability to handle specialized tasks.
For example, it performed exceptionally well in specific tests designed to evaluate AI models, indicating that itโs good at general text understanding and generation and excels in more niche areas.
This makes it a valuable tool for marketing professionals and SEO experts who need AI that can adapt to different content and technical requirements.
The Mixtral-8x7Bโs ability to deal with complex math and coding problems also suggests it can be a helpful ally for those working in more technical aspects of SEO, where understanding and solving algorithmic challenges are crucial.
This new model could become a versatile and intelligent partner for a wide range of digital content and strategy needs.
How To Try Mixtral-8x7B: 4 Demos
You can experiment with Mistral AIโs new model, Mixtral-8x7B, to see how it responds to queries and how it performs compared to other open-source models and OpenAIโs GPT-4.
Please note that, like all generative AI content, platforms running this new model may produce inaccurate information or otherwise unintended results.
User feedback for new models like this one will help companies like Mistral AI improve future versions and models.
1. Perplexity Labs Playground
In Perplexity Labs, you can try Mixtral-8x7B along with Meta AIโs Llama 2, Mistral-7b, and Perplexityโs new online LLMs.
In this example, I ask about the model itself and notice that new instructions are added after the initial response to extend the generated content about my query.


While the answer looks correct, it begins to repeat itself.


The model did provide an over 600-word answer to the question, โWhat is SEO?โ
Again, additional instructions appear as โheadersโ to seemingly ensure a comprehensive answer.


2. Poe
Poe hosts bots for popular LLMs, including OpenAIโs GPT-4 and DALLยทE 3, Meta AIโs Llama 2 and Code Llama, Googleโs PaLM 2, Anthropicโs Claude-instant and Claude 2, and StableDiffusionXL.
These bots cover a wide spectrum of capabilities, including text, image, and code generation.
The Mixtral-8x7B-Chat bot is operated by Fireworks AI.


Itโs worth noting that the Fireworks page specifies it is an โunofficial implementationโ that was fine-tuned for chat.
When asked what the best backlinks for SEO are, it provided a valid answer.


Compare this to the response offered by Google Bard.


3. Vercel
Vercel offers a demo of Mixtral-8x7B that allows users to compare responses from popular Anthropic, Cohere, Meta AI, and OpenAI models.


It offers an interesting perspective on how each model interprets and responds to user questions.


Like many LLMs, it does occasionally hallucinate.


4. Replicate
The mixtral-8x7b-32 demo on Replicate is based on this source code. It is also noted in the README that โInference is quite inefficient.โ


In the example above, Mixtral-8x7B describes itself as a game.
Conclusion
Mistral AIโs latest release sets a new benchmark in the AI field, offering enhanced performance and versatility. But like many LLMs, it can provide inaccurate and unexpected answers.
As AI continues to evolve, models like the Mixtral-8x7B could become integral in shaping advanced AI tools for marketing and business.
Featured image: T. Schneider/Shutterstock
SEO
OpenAI Investigates ‘Lazy’ GPT-4 Complaints On Google Reviews, X

OpenAI, the company that launched ChatGPT a little over a year ago, has recently taken to social media to address concerns regarding the โlazyโ performance of GPT-4 on social media and Google Reviews.

This move comes after growing user feedback online, which even includes a one-star review on the companyโs Google Reviews.
OpenAI Gives Insight Into Training Chat Models, Performance Evaluations, And A/B Testing
OpenAI, through its @ChatGPTapp Twitter account, detailed the complexities involved in training chat models.


The organization highlighted that the process is not a โclean industrial processโ and that variations in training runs can lead to noticeable differences in the AIโs personality, creative style, and political bias.
Thorough AI model testing includes offline evaluation metrics and online A/B tests. The final decision to release a new model is based on a data-driven approach to improve the โrealโ user experience.
OpenAIโs Google Review Score Affected By GPT-4 Performance, Billing Issues
This explanation comes after weeks of user feedback about GPT-4 becoming worse on social media networks like X.
Idk if anyone else has noticed this, but GPT-4 Turbo performance is significantly worse than GPT-4 standard.
I know it’s in preview right now but it’s significantly worse.
โ Max Weinbach (@MaxWinebach) November 8, 2023
There has been discussion if GPT-4 has become “lazy” recently. My anecdotal testing suggests it may be true.
I repeated a sequence of old analyses I did with Code Interpreter. GPT-4 still knows what to do, but keeps telling me to do the work. One step is now many & some are odd. pic.twitter.com/OhGAMtd3Zq
โ Ethan Mollick (@emollick) November 28, 2023
Complaints also appeared in OpenAIโs community forums.


The experience led one user to leave a one-star rating for OpenAI via Google Reviews. Other complaints regarded accounts, billing, and the artificial nature of AI.


A recent user on Product Hunt gave OpenAI a rating that also appears to be related to GPT-4 worsening.


GPT-4 isnโt the only issue that local reviewers complain about. On Yelp, OpenAI has a one-star rating for ChatGPT 3.5 performance.
OpenAI is now only 3.8 stars on Google Maps and a dismal 1 star on Yelp!
GPT-4โs degradation has really hurt their rating. Hope the business survives.https://t.co/RF8uJH1WQ5 pic.twitter.com/OghAZLCiVu
โ Nate Chan (@nathanwchan) December 9, 2023
The complaint:


In related OpenAI news, the review with the most likes aligns with recent rumors about a volatile workplace, alleging that OpenAI is a โCutthroat environment. Not friendly. Toxic workers.โ


The reviews voted the most helpful on Glassdoor about OpenAI suggested that employee frustration and product development issues stem from the companyโs shift in focus on profits.


This incident provides a unique outlook on how customer and employee experiences can impact any business through local reviews and business ratings platforms.


Google SGE Highlights Positive Google Reviews
In addition to occasional complaints, Google reviewers acknowledged the revolutionary impact of OpenAIโs technology on various fields.
The most positive review mentions about the company appear in Google SGE (Search Generative Experience).


Conclusion
OpenAIโs recent insights into training chat models and response to public feedback about GPT-4 performance illustrate AI technologyโs dynamic and evolving nature and its impact on those who depend on the AI platform.
Especially the people who just received an invitation to join ChatGPT Plus after being waitlisted while OpenAI paused new subscriptions and upgrades. Or those developing GPTs for the upcoming GPT Store launch.
As AI advances, professionals in these fields must remain agile, informed, and responsive to technological developments and the publicโs reception of these advancements.
Featured image: Tada Images/Shutterstock
SEO
ChatGPT Plus Upgrades Paused; Waitlisted Users Receive Invites

ChatGPT Plus subscriptions and upgrades remain paused after a surge in demand for new features created outages.
Some users who signed up for the waitlist have received invites to join ChatGPT Plus.

This has resulted in a few shares of the link that is accessible for everyone. For now.
Found a hack to skip chatGPT plus wait list.
Follow the steps
โ login to ChatGPT
โ now if you click on upgrade
โ Signup for waitlist(may not be necessary)
โ now change the URL to https://t.co/4izOdNzarG
โ Wallah you are in for payment #ChatGPT4 #hack #GPT4 #GPTPlus pic.twitter.com/J1GizlrOAxโ Ashish Mohite is building Notionpack Capture (@_ashishmohite) December 8, 2023
RELATED: GPT Store Set To Launch In 2024 After โUnexpectedโ Delays
In addition to the invites, signs that more people are getting access to GPTs include an introductory screen popping up on free ChatGPT accounts.


Unfortunately, they still arenโt accessible without a Plus subscription.


You can sign up for the waitlist by clicking on the option to upgrade in the left sidebar of ChatGPT on a desktop browser.


OpenAI also suggests ChatGPT Enterprise for those who need more capabilities, as outlined in the pricing plans below.


Why Are ChatGPT Plus Subscriptions Paused?
According to a post on X by OpenAIโs CEO Sam Altman, the recent surge in usage following the DevDay developers conference has led to capacity challenges, resulting in the decision to pause ChatGPT Plus signups.
we are pausing new ChatGPT Plus sign-ups for a bit ๐
the surge in usage post devday has exceeded our capacity and we want to make sure everyone has a great experience.
you can still sign-up to be notified within the app when subs reopen.
โ Sam Altman (@sama) November 15, 2023
The decision to pause new ChatGPT signups follows a week where OpenAI services โ including ChatGPT and the API โ experienced a series of outages related to high-demand and DDoS attacks.
Demand for ChatGPT Plus resulted in eBay listings supposedly offering one or more months of the premium subscription.
chatgpt plus accounts selling ebay for a premium ๐ซก๐บ๐ธ https://t.co/VdN8tuexKM pic.twitter.com/W522NGHsRV
โ surya (@sdand) November 15, 2023
When Will ChatGPT Plus Subscriptions Resume?
So far, we donโt have any official word on when ChatGPT Plus subscriptions will resume. We know the GPT Store is set to open early next year after recent boardroom drama led to โunexpected delays.โ
Therefore, we hope that OpenAI will onboard waitlisted users in time to try out all of the GPTs created by OpenAI and community builders.
What Are GPTs?
GPTs allow users to create one or more personalized ChatGPT experiences based on a specific set of instructions, knowledge files, and actions.
Search marketers with ChatGPT Plus can try GPTs for helpful content assessment and learning SEO.
Two SEO GPTs I’ve created for assessment + learning ๐๐
1. Content Helpfulness and Quality SEO Analyzer: Assess a page content helpfulness, relevance, and quality for your targeted query based on Google’s guidelines vs your competitors and get tips: https://t.co/LsoP2UhF4N pic.twitter.com/O77MHiqwOq
โ Aleyda Solis ๐๏ธ (@aleyda) November 12, 2023
2. The https://t.co/IFmKxxVDpW SEO Teacher: A friendly SEO expert teacher who will help you to learn SEO using reliable https://t.co/sCZ03C7fzq resources: https://t.co/UrMPUYwblH
I hope they’re helpful ๐๐คฉ
PS: Love how GPT opens up to SO much opportunity ๐คฏ pic.twitter.com/yqKozcZTDc
โ Aleyda Solis ๐๏ธ (@aleyda) November 12, 2023
There are also GPTs for analyzing Google Search Console data.
oh wow. I think this GPT works.
Export data from GSC comparing keyword rankings before and after an update and upload it to ChatGPT and it will spit out this scatter plot for you.
It’s an easy way to see if most of your keyword declined or improved.
This site was impacted byโฆ pic.twitter.com/wFGSnonqoZ
โ Marie Haynes (@Marie_Haynes) November 9, 2023
And GPTs that will let you chat with analytics data from 20 platforms, including Google Ads, GA4, and Facebook.
Google search has indexed hundreds of public GPTs. According to an alleged list of GPT statistics in a GitHub repository, DALL-E, the top GPT from OpenAI, has received 5,620,981 visits since its launch last month. Included in the top 20 GPTs is Canva, with 291,349 views.
ย
Weighing The Benefits Of The Pause
Ideally, this means that developers working on building GPTs and using the API should encounter fewer issues (like being unable to save GPT drafts).
But it could also mean a temporary decrease in new users of GPTs since they are only available to Plus subscribers โ including the ones I tested for learning about ranking factors and gaining insights on E-E-A-T from Googleโs Search Quality Rater Guidelines.


Featured image: Robert Way/Shutterstock
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