SEO
Top Digital Marketing Trends for 2022: Oracle Survey Results

To say the last two years have been tumultuous for marketers would be a massive understatement.
Agility, adaptability, and constant innovation are now table stakes for marketing organizations of all sizes, across every sector.
Delivering an exceptional customer experience in this environment is a top priority and also the most pervasive challenge for marketers right now, according to the new Marketing Trends 2022 report from Oracle and Ascend2.
Oracleβs survey of over 850 marketing professionals in leadership and management roles reveals that 94% feel their 2021 marketing efforts were successful β and for 48%, extremely so.
What challenges lie ahead and how do marketing leaders plan to meet them head-on this year?
Read on to explore the top challenges and marketing solutions on marketersβ minds, as well as which AI solutions they trust, how they plan to replace third-party data, and other key trends to inform your own marketing strategy.
Top Challenges for Marketers in 2022
Oracleβs survey revealed the top marketing challenges for respondents right now:
- Maximizing performance across channels β 38%
- Ability to change/adapt to circumstances as they arise β 36%
- Delivering exceptional customer experiences β 35%
- Aligning marketing and sales efforts β 32%
- Segmenting and targeting audiences β 32%
- Ability to scale programs, content, personalization β 31%
- Proving marketing attribution and ROI β 31%
Which Performance Metrics Matter Most In 2022?
Data-backed insights are essential in resolving the above challenges. But which performance metrics are marketing organizations using right now to measure success?
Extremely successful marketing organizations say their top performance metrics are:
- Sales and revenue attributed to marketing.
- Customer lifetime value.
- Cost per lead (CPL) and cost per acquisition (CPA).
All other marketing organizations are more likely tracking βMarketing ROIβ and customer acquisition and retention.
Marketing Solutions We Canβt Live Without
When it comes to the most important martech solutions that power modern-day organizations, customer data platforms top the list.

Email marketing platforms, content management systems, marketing automation platforms, and testing and optimization tools round out the top five.
How Marketers Plan To Replace Lost Third-Party Cookie Data
When asked which first-party data sources will become most valuable in the wake of third-party cookie losses, the top five selected by marketers were:
- 36%: Customer purchase history
- 32%: Social media profiles
- 31%: Website registrations
- 26%: Survey respondents
- 26%: Mobile app usage
CRM and call center interactions, loyalty programs, user community members, newsletter subscribers, and SMS messaging also made the list.
AI Will Bring Agility & ROI β At Least, To Those Who Trust It
Adapting to circumstances as they arise and being able to change course on the fly was identified as a top challenge, and this is where AI shines.
Even so, marketing organizations have varying levels of trust in the technology.
Smaller marketing teams are less confident in AI, and those on teams of 30 people or less said they only trust it for scoring leads and writing subject lines.
Across the survey set as a whole, marketers are most comfortable using AI for ad targeting, real-time content personalization, optimizing email sends, and estimating conversions.
When asked, Which of the following activities would you trust (or already use) artificial intelligence to do for you? Marketers responded:

Other Key Marketing Insights For 2022
Among their more interesting findings, Oracle revealed that:
- 37% of marketers are confident, 31% are hopeful, and 24% feel excited about their chances for marketing success this year.
- 82% of marketers plan to make changes to their tech stack this year, either adding, removing, or replacing components.
- 24% of marketers said they absolutely couldnβt live without their loyalty marketing solution.
- 40% of marketers want to add customer service insights and 36% loyalty insights to their marketing program.
- 88% of marketers are confident theyβll have access to the right data for effective decision-making this year.
Download the full Marketing Trends 2022 report from Oracle to learn more.
Featured image: Shutterstock/BAIVECTOR
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
β 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 OpenAIβs 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 AIβs new model, Mixtral-8x7B, represents a significant step forward from its previous model, Mistral-7B-v0.1.
Itβs 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:
β hidden_dim / dim = 14336/4096 => 3.5X MLP expand
β n_heads / n_kv_heads = 32/8 => 4X multiquery
β “moe” => mixture of experts 8X top 2 πLikely related code: https://t.co/yrqRtYhxKR
Oddly absent: an over-rehearsed⦠https://t.co/8PvqdHz1bR pic.twitter.com/xMDRj3WAVh
β 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 AIβs previous version, but the way it measures up to models like Llama2-70B and Qwen-72B.
Itβs 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 itβs 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-8x7Bβs 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 AIβs new model, Mixtral-8x7B, to see how it responds to queries and how it performs compared to other open-source models and OpenAIβs 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 AIβs Llama 2, Mistral-7b, and Perplexityβs 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, βWhat is SEO?β
Again, additional instructions appear as βheadersβ to seemingly ensure a comprehensive answer.


2. Poe
Poe hosts bots for popular LLMs, including OpenAIβs GPT-4 and DALLΒ·E 3, Meta AIβs Llama 2 and Code Llama, Googleβs PaLM 2, Anthropicβs 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.


Itβs worth noting that the Fireworks page specifies it is an βunofficial implementationβ 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 βInference is quite inefficient.β


In the example above, Mixtral-8x7B describes itself as a game.
Conclusion
Mistral AIβs 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 βlazyβ 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 companyβs 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 βclean industrial processβ and that variations in training runs can lead to noticeable differences in the AIβs 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 βrealβ user experience.
OpenAIβs 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.
β 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
β Ethan Mollick (@emollick) November 28, 2023
Complaints also appeared in OpenAIβs 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 isnβt 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-4βs degradation has really hurt their rating. Hope the business survives.https://t.co/RF8uJH1WQ5 pic.twitter.com/OghAZLCiVu
β 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 βCutthroat environment. Not friendly. Toxic workers.β


The reviews voted the most helpful on Glassdoor about OpenAI suggested that employee frustration and product development issues stem from the companyβs 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 OpenAIβs technology on various fields.
The most positive review mentions about the company appear in Google SGE (Search Generative Experience).


Conclusion
OpenAIβs recent insights into training chat models and response to public feedback about GPT-4 performance illustrate AI technologyβs 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 publicβs 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
β login to ChatGPT
β now if you click on upgrade
β Signup for waitlist(may not be necessary)
β now change the URL to https://t.co/4izOdNzarG
β Wallah you are in for payment #ChatGPT4 #hack #GPT4 #GPTPlus pic.twitter.com/J1GizlrOAxβ Ashish Mohite is building Notionpack Capture (@_ashishmohite) December 8, 2023
RELATED: GPT Store Set To Launch In 2024 After βUnexpectedβ 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 arenβt 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 OpenAIβs 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 π
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.
β Sam Altman (@sama) November 15, 2023
The decision to pause new ChatGPT signups follows a week where OpenAI services β including ChatGPT and the API β 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 π«‘πΊπΈ https://t.co/VdN8tuexKM pic.twitter.com/W522NGHsRV
β surya (@sdand) November 15, 2023
When Will ChatGPT Plus Subscriptions Resume?
So far, we donβt 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 βunexpected delays.β
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 ππ
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
β Aleyda Solis ποΈ (@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 ππ€©
PS: Love how GPT opens up to SO much opportunity π€― pic.twitter.com/yqKozcZTDc
β Aleyda Solis ποΈ (@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 by⦠pic.twitter.com/wFGSnonqoZ
β 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.
Β
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 β including the ones I tested for learning about ranking factors and gaining insights on E-E-A-T from Googleβs Search Quality Rater Guidelines.


Featured image: Robert Way/Shutterstock
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