Reading the technology news today, it’s easy to feel trapped between two bad stories about AI and the future of work. In one, artificial general intelligence is right around the corner, and the only rational move is to ride the wave as fast as possible. In the other, AI is an unstoppable machine grinding away human labor, and the only humane response is to throw our wooden shoes into the gears like modern Luddites. But history gives me more hope than either extreme allows.

The future of work will not be won by removing humans from the system. It will be won by designing systems where human judgment has a place to act. That is not just an ethical position. It is what will win the next client, protect the margin, and keep AI work from collapsing into slop. Below, I draw on two recent pieces that point toward this middle path: Varin and Vishal Sikka’s paper on the architectural limits of LLMs, and Dan Shipper’s argument that human-in-the-loop is not a temporary patch, but a necessary process orientation for the future of work.

I recently watched Caleb Ulku’s Youtube Video

which pointed me to a study Hallucination Stations On Some Basic Limitations of Transformer-Based Language Models by Varin Sikka and Vishal Sikka https://arxiv.org/pdf/2507.07505 and it reminded me of something I’ve been wrestling for years. Systems can’t model themselves from within. This is a consciousness problem that has had a specific shape for many years and it’s something that this paper applies to LLMs with some mathematical proofs around the limits. This confirms a lot of assumptions I’ve had about why human-in-the-loop isn’t just an optimistic worldview when designing AI systems, it’s the de facto baseline for good results.

The Mathematics Behind LLMs’ Limitations

I won’t pretend that I understand the mathematics behind it but between the YouTube breakdown and the non-math parts one thing is clear to conclude: LLM’s reach breaking points inevitably. From the paper:

“Our argument, in essence, is: if the prompt to an LLM specifies a computation (or a computational task) whose complexity is higher than that of the LLMs core operation, then the LLM will in general respond incorrectly.” — from my own understanding of the paper, what they are saying is that the LLM can carry out computational tasks only to the limits of its core operation. As such, you can’t have the LLM produce a breakthrough outside of its own architecture or check the proof of the breakthrough. In such cases the LLM hallucinates or errors.

Caleb Ulku’s YouTube video They Lied to You About AI (This Study Proves It), where I first learned about the study connects the conclusions of this paper to recent departures from OpenAI and Anthropic. In his view, the paper provides mathematical support for a business trend he thinks is already visible: companies and researchers are shifting away from treating AI as autonomous intelligence and toward treating it as a powerful but bounded tool. He speculates that some top researchers may be seeing the writing on the wall about the theoretical limits of current AI architectures and are leaving to build startups that use AI as a tool rather than betting on imminent AGI.

What Ulku does not fully connect is that the failure mode he identifies in AI belongs to a deeper class of problems: systems often cannot fully assess or verify their own limits from within those limits.

Strange Loops

In 1979 Douglas Hofstadter published his seminal work Gödel, Escher, Bach: An Eternal Golden Braid. In it Hofstadter uses allegory, math, music, art, logic, and science as frameworks to explore how self-reference, recursion, and formal systems may give rise to mind. One way to read Hofstadter is that consciousness may emerge from recursive loops of self-representation. It is a structure that models itself and, through that recursive modeling, comes to experience itself as a self.

What does this have to do with the Sikka paper? Remember the paper argues that LLMs hit limits when asked to perform or verify computations that exceed the complexity of their own core operation. Similarly, consciousness can examine itself from within, but it may not be able to step outside itself and contain a complete explanation of what it is. The system can generate an internal representation of itself, but those representations are not the same as external verification.

In that sense, consciousness may be an emergent behavior produced by recursive self-reference. It can examine itself, narrate itself, and model itself, but its looping nature may also mean that it encounters limits at the edge of its own self-description. Just as the Sikka paper argues that LLMs become unreliable when they are asked to compute or verify beyond the limits of their core operation, Hofstadter’s strange loops suggest a parallel boundary: a self-referential system can model itself, but it may not be able to fully step outside and contain itself.

Humans in the Loop

This is all very interesting for the Victorian coffee shop banter of armchair science — but what does it mean in a marketplace increasingly commodifying work output as interchangeable between humans and machines? Companies are looking to increase bottom-line efficiencies by adding AI and using it as a reason to let go of humans or reduce new hiring, but this automation doesn’t automatically produce results. In fact, in visible cases, automation has created new costs: oversight costs, correction costs, integration costs, and the cost of cleaning up plausible but wrong output. MIT’s State of AI in Business 2025 found that 95% of enterprise GenAI pilots delivered no measurable P&L impact across 300 deployments analyzed, and the Klarna case showed how replacing human support too aggressively can damage service quality and force companies to bring humans back into the loop.

Dan Shipper made waves last week by declaring that “AI progress creates more work for humans, not less.” https://every.to/p/after-automation

This is being seen as a radical stance, but if you understand the nature of system limits tracing a lineage back to Hofstadter — or even further to Norbert Wiener or Alan Turing — this is less a hot take than a return to first principles. Cybernetics and computer science have always been concerned with feedback, control, verification, recursion, and the limits of formal systems.

Passing the Turing test isn’t proof that the machine is human, just that it fooled another human. Performance is not the same as understanding. Fluency is not the same as verification. What Shipper gets right is that frames are not just necessary or nice to have; they are core to the messy system problem that produces slop. Someone still has to decide what matters, what counts as success, what should be ignored, what needs to be checked, and when the output is good enough to act on.

Leaving the AI as the thinker without the human decider isn’t just an ethical choice. It’s an operational one. The companies that win will not be the ones that automate the most work blindly. They will be the ones that know where to place human judgment inside the system. That is what will win you the next client or grow your profit margin. Conversely, it’s also the type of human-centered computer intervention modern democracies need to thrive: not machines replacing judgment, but systems designed so human judgment has a place to act.

AI Use Disclosure

Portions of this essay were developed with the support of ChatGPT (GPT-5.5 Thinking) and Claude (Opus 4.7) to assist with research review, editing, synthesis, citation checking, and organization of ideas. The intellectual direction, argument, analysis, and final editorial decisions remain my own.

Partnering with LaGuardia Community College to Explore Civic Tech, Storytelling, and Systems Thinking

At SWARM, we believe that public technology should be built with—and for—the people it serves. That means more than writing code or shipping platforms. It means nurturing ecosystems where learning, experimentation, and civic purpose can thrive side by side.

This spring, we had the chance to partner with LaGuardia Community College for a hands-on, pre-hackathon workshop designed to introduce students to open NASA datasets, spatial storytelling, and the power of public data as a tool for impact.

Led by a cross-functional team from SWARM and our extended civic-tech network, the session walked students through:

• How to locate and work with open government datasets (including tools from the NASA OpenSpace Project)
• Approaches to storytelling and visual design when working with space and environmental data
• Real examples of data being used to inform policy, organize communities, or shape climate narratives
• Early ideas for using data as a launchpad for mission-driven products or services

This wasn’t a lecture. It was an experiment in what civic learning can look like when tech, pedagogy, and public purpose converge.

Why It Matters:

Too often, community college students are shut out of cutting-edge conversations around tech and innovation. But they shouldn’t be. Many are already navigating complex systems in their daily lives—and they bring lived experience that the civic tech world needs more of.

Our goal was simple: Give students a sense of agency around data, context for how these tools get used in the real world, and inspiration to bring their own stories and insights to the table.

What’s Next:

We’ll be publishing the full workshop as an open education resource—complete with slides, tools, and recording—so other educators and civic groups can remix and reuse it.

And this is just the beginning. We’ll be hosting more events in 2025 leading up to the NASA International Space Apps Hackathon in October.

If your organization is interested in partnering on education-to-impact programs like this, we’d love to talk.

Stay tuned for the full OER drop.

Launching a new product requires more than just a great idea. Research and product development are key components of any successful product launch, helping companies create products that meet customer needs, differentiate themselves from competitors, and generate revenue. By leveraging these strategies, companies can maximize their return on investment (ROI) and increase their chances of success.

In this blog, we will explore how research and product development can be used to maximize ROI during new product development and share practical tips for optimizing these processes. Whether you’re a startup or an established company, this blog will provide insights and guidance to help you launch your next product with confidence.

Research: Understanding the market

Research is a vital step in the product development process, as it provides companies with valuable insights into the market, competition, and target customers. To gain a deeper understanding of customer needs and pain points, companies can use a variety of techniques, including:

Conduct exploratory research

Exploratory research is an essential first step in any research process as it helps in framing the research question and refining the research objectives. It can be conducted through various methods such as literature review, online research, and informal discussions with industry experts. This stage largely consists of quantitative research (research that focuses on collecting and analyzing numerical data), where the focus is to gather a broad understanding of the market, identify potential gaps and opportunities, and generate initial ideas for further research.

For instance, this stage of research can help identify emerging trends in the market and provide insights into customer needs and preferences, which can be used to inform the product design and development process.

Exploratory research is especially important for digital product companies, as the fast-paced nature of the industry means that trends and customer needs can change rapidly. Conducting exploratory research on a regular basis can help these companies stay ahead of the curve and ensure that they are developing products that are both relevant and valuable to their target audience.

Leverage customer surveys

Surveys are a valuable tool for companies looking to conduct research and gather data on a large scale. Through surveys, companies can ask a large number of people a set of standardized questions and gather quantitative data that can be analyzed and used to inform product development decisions.

Surveys can be designed to gather information on a range of topics, including customer needs and pain points, preferences and opinions on existing products, and brand perception. By analyzing the results of these surveys, companies can gain insights into the needs and preferences of their target customers and identify areas for improvement or new product development opportunities.

When designing a survey, it’s important to carefully consider the questions being asked and ensure that they are relevant and useful in gathering the data needed to inform product development decisions. Additionally, it’s important to ensure that the survey is accessible to a diverse range of people, including those with different backgrounds, abilities, and demographics. This helps with getting more accurate feedback and collecting data that is representative of the target market.

Set up focus groups

Focus groups are a type of qualitative research (a research method that aims to understand human behavior and experiences through open-ended and subjective data collection techniques) that involves bringing together a small group of people to discuss a product, service, or idea. The purpose is to gain a deeper understanding of the attitudes, perceptions, and behaviors of potential customers. Focus groups are often used in the early stages of product development to gather feedback on product ideas and to identify customer needs and pain points.

Unlike surveys, which provide quantitative data on a large scale, focus groups provide qualitative data that is more detailed and nuanced. Researchers can ask follow-up questions and probe for deeper insights, allowing them to gain a more comprehensive understanding of customer needs.

Focus groups are also useful for identifying trends and patterns in customer behavior. By observing how customers interact with each other and discussing their experiences, researchers can gain insights into how customers make decisions, what motivates them to make a purchase, and what factors influence their behavior.

Do in-depth interviews

In-depth interviews are another valuable method for companies to gain insights into their target market and improve their product design. Unlike surveys and focus groups, which rely on larger sample sizes, interviews involve one-on-one conversations between a researcher and a participant. These conversations are typically structured around a set of predetermined questions but also allow for follow-up questions and open-ended discussion.

These interviews are particularly useful for exploring complex topics, such as customer attitudes and motivations, which are typically not easy to capture through other research methods. By taking the time to really dig into the experiences, preferences, and behaviors of individual customers, companies can gain a more practical understanding of their target market and design products that better meet their needs.

Additionally, these types of interviews help companies identify common challenges that customers face when using the products, as well as their unique perspectives and goals. This information can be used to refine product concepts, develop new features, and improve overall user experience, resulting in a more successful product launch and, ultimately, higher ROI.

Another useful area that customer interviews can help with is assisting companies in identifying untapped market opportunities, such as niche customer segments or emerging trends. By uncovering these insights, companies can stay ahead of the competition and innovate more effectively.

Employ concept testing

Concept testing is an important part of the research and development process for companies developing new products. It involves testing new product concepts with potential customers to understand how well they are received, and to identify which features are most important to customers. This allows companies to focus on developing products that meet customer needs and preferences, ultimately leading to better product design and increased ROI.

Concept testing can take many forms, such as mockups, prototypes, or even virtual reality simulations. The goal is to present the product concept to potential customers and gather feedback on various aspects of the design, such as usability, functionality, and overall appeal. This feedback is then used to make improvements to the product before launch.

By conducting concept testing, companies can reduce the risk of launching products that don’t meet customer needs or expectations, ultimately leading to increased ROI. This is because they are able to make informed decisions about product design based on customer feedback, which helps to ensure that the final product will be well-received in the market. Furthermore, by developing products that meet customer needs and preferences, companies can differentiate themselves from competitors, which can further increase ROI.

Utilize competitor research

In addition to understanding customer needs, it’s important for companies to analyze their competitors to identify opportunities for differentiation. This involves conducting competitor research to understand their strengths and weaknesses, as well as their product offerings and pricing strategies. By gaining a deep understanding of the competition, companies can find opportunities to stand out in the market and better meet customer needs.

Developing the product

Once a company has conducted thorough research and gained a deep understanding of the market and target customers, the next step is to begin developing the product. Here are some of the essential steps to take during this process in order to maximize ROI:

Set clear goals

Setting clear goals is a critical first step in product development. This helps ensure that the product aligns with the company’s overall strategy and meets the needs of its intended audience. The goals should be specific, measurable, achievable, relevant, and time-bound (SMART), and should include key features, functionality, and user experience requirements.

By setting clear goals and objectives, the team can stay focused and aligned throughout the product development process, reducing the risk of costly missteps or deviations from the original vision. Additionally, clear goals enable the team to measure progress and determine whether the product is on track to meet its intended purpose and ROI targets.

Design a user-friendly interface

Product design is also critical to the success of new products. By creating a user-friendly interface that meets the needs of the target audience, companies can improve the user experience and increase the likelihood of adoption. During the ideation phase, it’s important to consider the needs and preferences of potential customers and incorporate their feedback into the product concept.

Develop a minimum viable product

One strategy for testing and validating assumptions is building a minimum viable product (MVP). An MVP is a scaled-down version of the product that allows companies to test the concept and gather feedback from users before investing more resources into the development process.

Once an MVP has been developed, it’s important to test and iterate the product to incorporate user feedback and improve performance. By using analytics and customer feedback, companies can identify areas for improvement and make data-driven decisions about how to improve the product.

Implementing effective strategies

Implementing effective strategies is critical to maximizing ROI and ensuring that new product development is a success. One key strategy is utilizing agile methodologies, which allow for flexibility and responsiveness in the product development process. By breaking down the development process into smaller, more manageable tasks and iterating on them quickly, companies can respond to changes in the market and incorporate user feedback in real-time.

Encouraging collaboration between cross-functional teams is also essential to the success of new product development. By aligning everyone on goals and priorities, companies can ensure that everyone is working toward the same end goal. This can be facilitated through regular brainstorming sessions and other forms of collaboration that encourage creativity and innovative thinking.

Investing in training and development for employees is another important strategy. By enhancing their skills and knowledge, companies can ensure that their teams are well-equipped to handle the challenges of new product development and stay up-to-date with the latest industry trends and best practices.

Finally, prioritizing customer feedback is crucial for developing products that meet the needs of their target audience. Regularly soliciting customer feedback through surveys and other means and using it to inform product decisions can help companies make data-driven decisions and improve the customer experience.

Measuring ROI

To effectively measure ROI, companies must define key performance indicators (KPIs) that align with their goals and objectives for the product. These KPIs can include metrics such as customer acquisition costs, revenue generated, and user engagement.

Tracking and analyzing data is essential for evaluating the success of the product and identifying areas for improvement. This can be done through the use of quantitative data, such as user analytics and feedback, as well as qualitative data, such as customer surveys and interviews. By evaluating this data, companies can determine the viability of the product and make data-driven decisions to guide future product development efforts.

Optimizing the product based on results is also critical for maximizing ROI. By making adjustments to features, functionality, and user experience based on data and user feedback, companies can ensure that their products continue to meet the needs of their target audience throughout the product life cycle.

Work with an experienced partner to maximize ROI

Working with a partner can be an effective strategy for maximizing ROI in new product development. Such partners can bring industry knowledge and expertise to the table, helping to guide the research and development process and ensuring that companies are focused on the right goals and objectives. By leveraging their experience and insights, partners can help companies avoid common pitfalls and make informed decisions that maximize the ROI of their investment.

In addition to their expertise, partners can also provide additional resources that companies may not have in-house. These resources can include specialized tools, talent, or technology, enabling companies to accelerate the development process and achieve better results. Moreover, partners can help ensure that everyone involved in the project, including stakeholders, is aligned on goals and priorities, leading to more efficient and effective development efforts.

Elevate the research and product development process with SWARM

In today’s competitive market, investing in research and product development is essential for any company looking to succeed. By conducting thorough market research, developing products that meet customer needs, and implementing effective strategies, companies can maximize their ROI and take advantage of market opportunities.

At SWARM, we have years of experience helping companies navigate the product development research process and achieve their goals. Our team of experts is dedicated to delivering innovative and effective solutions that help companies achieve success in a dynamic and rapidly changing market.

If you’re ready to elevate your research and product development process and achieve better results, contact experts at SWARM today. Our team is ready to help you uncover new opportunities and develop products that meet the needs of your target customers.

For tech companies operating in a digitally-focused industry, search engine optimization (SEO) is essential for improving online visibility and attracting organic traffic. While there are many aspects to SEO, one critical component is technical SEO, which involves optimizing a website’s technical aspects to improve its ranking in search results. Throughout this post, we will discuss what technical SEO services are and which services are key to improving a company’s online visibility, increasing organic traffic, and succeeding in digital marketing.

Differentiating between SEO and technical SEO

SEO refers to the practice of improving a website’s visibility ranking in search engine results pages (SERPs) through various techniques and strategies. SEO strategies aim to boost a website’s organic search ranking, which refers to the position of a website or webpage in the SERP based on its relevance and authority for a particular search query, without any paid promotion or advertising. SEO also involves both on-page optimization (improving content through keyword research, metadata, and user experience) and off-page optimization (earning backlinks and social media signals).

Technical SEO, on the other hand, is a subset of SEO that focuses on improving the technical aspects of a website to boost visibility and ranking in search engines. It involves optimizing a website’s infrastructure, server settings, and code to ensure that search engines can easily crawl, index, and understand the website’s content. Technical SEO also involves addressing issues that can negatively impact a website’s performance, such as slow page speed, broken links, and duplicate content.

Put simply, SEO is a broader term that encompasses both on-page and off-page optimization, while technical SEO focuses specifically on improving the technical aspects of a website to enhance its visibility and ranking in search engines.

Strong technical SEO strategy and execution also drive more organic traffic. In fact, according to a recent study, websites that rank on the first page of search results receive 34% of organic traffic, and 91.5% of Google traffic stays on the first page, highlighting the importance of a strong technical SEO foundation.

What technical SEO services should you invest in?

Investing in technical SEO services can help improve a website’s visibility and search engine rankings, but which services are most essential for achieving optimal results?

Site speed optimization

Site speed optimization is the process of making a website load faster, which is crucial for providing a positive user experience and improving website performance. Modern users are used to fast loading times and have little patience for slow-loading websites. If your website’s pages are too slow, it can lead to page abandonment and reduced engagement, negatively impacting website metrics such as bounce rate and time on site. Therefore, optimizing load speed is an essential aspect of technical SEO.

There are several ways to optimize site speed, including:

Image optimization: Involves reducing the file size of images on web pages, which can significantly improve page load times.

Minification of code: Removing unnecessary characters and spaces from code, reducing its size, and improving its load speed.

Caching: Storing frequently accessed data on the user’s device or server, allowing it to be quickly retrieved and improving load times.

Site speed optimization is a critical component of technical SEO, impacting user experience and website performance. By implementing best practices such as image optimization, minification of code, and caching, businesses can ensure that their website loads quickly, providing a positive user experience and improving their chances of ranking higher in search results.

Mobile optimization

Web browsing is increasingly becoming more mobile-focused as users gravitate towards the convenience of their phones. In fact, over 60% of Google’s organic search traffic originates from mobile devices. It’s clear that mobile optimization is an essential aspect of technical SEO. Mobile optimization ensures that a website is easy to navigate and interact with on mobile devices, reducing the bounce rate and providing a high-quality user experience.

One of the primary ways to optimize for mobile is by implementing a responsive design, which adjusts the layout of a website based on the screen size of the device. This ensures that users can easily navigate the site and access its content on any device.

Reducing page size is also crucial for mobile optimization since mobile devices typically have slower internet connections than desktop devices. This can be achieved by optimizing images and reducing unnecessary code and plugins.

Implementing mobile-specific features such as click-to-call buttons and streamlined checkout processes can also improve the user experience on mobile devices. Additionally, using Accelerated Mobile Pages (AMP) can significantly improve load times on mobile devices.

Structured data markup

Structured data markup is a crucial aspect of technical SEO that can significantly impact SEO performance. It involves adding a code to a website’s HTML that provides additional information to search engines about the content, which can help search engines understand the website’s context and relevance, and ultimately improve search performance on the SERP.

Various types of structured data markup can be used, including Schema.org, JSON-LD, Microdata, and RDFa, to provide search engines with more context about the content on a website. This can include information such as product prices, ratings, reviews, opening hours, events, and more.

One example of how structured data markup can improve SEO performance is by displaying rich snippets in search results. Rich snippets provide additional information about a website’s content, such as ratings, prices, and reviews, which can make it more attractive to users and improve click-through rates.

Website security

Website security is a crucial aspect of technical SEO and has become a major ranking factor in search engine algorithms. The increased importance of website security is due to the growing number of online security threats, and search engines have responded by prioritizing secure websites in their search results. A secure website not only protects against potential penalties and hacks but also helps to establish trust with users and customers.

Secure sockets layer (SSL) certificates and firewalls are two common methods of securing a website. SSL certificates ensure that data is encrypted when it is transmitted between the user’s device and the website, protecting against data theft and unauthorized access. Firewalls, on the other hand, provide an additional layer of protection by blocking unauthorized access attempts and filtering out potentially harmful traffic. Implementing these security measures not only helps to protect your website from potential attacks but also signals to search engines that you are taking the necessary steps to prioritize user security.

Failing to secure your website can harm your search performance and cause a drop in rankings on the search engine results page. In addition to affecting your search engine ranking, a lack of website security can also lead to a high bounce rate and low-quality user experience, as users may feel hesitant to interact with a website that they perceive as being insecure. It is essential to ensure that your website’s security is up-to-date and that you are taking the necessary measures to protect it against potential hacks and attacks. By prioritizing website security, you can not only protect your website and your users but also improve your search engine ranking and SEO performance.

Optimizing for indexing and crawling

Indexing refers to the process of adding a website’s pages to a search engine’s database, while crawling is the process of discovering new pages to index. Indexing and crawling are both essential components of SEO. Without proper indexing and crawling, search engines cannot understand a website’s content and, therefore, cannot rank it in organic search results.

To optimize a website for indexing and crawling, webmasters can use tools such as XML sitemaps and robots.txt files. XML sitemaps are files that contain a list of all the website’s pages and help search engine crawlers understand the site’s structure. Robots.txt files tell search engine crawlers which pages to crawl and which pages to ignore.

However, there are common issues that can prevent indexing and crawling, such as duplicate content and broken links. Duplicate content can confuse search engines, leading to lower rankings. Broken links can prevent search engine crawlers from accessing a website’s pages, resulting in incomplete indexing.

To avoid these issues, webmasters can use SEO tools to identify and fix any indexing and crawling problems. For example, crawl budget refers to the amount of time search engine crawlers spend on a website. Webmasters can optimize their crawl budget by eliminating duplicate content, fixing broken links, and using canonical tags to indicate the preferred version of a page.

Optimizing website navigation and site architecture

Optimizing website navigation and site architecture is an essential part of SEO. It’s critical to have a clear and intuitive navigation structure that makes it easy for users to find what they are looking for on the website. A well-designed navigation structure can also help search engines understand the website’s content and rank it accordingly.

One of the ways to optimize website navigation is to use strategies like internal linking to connect related content and guide users to other relevant pages on the website. This can help increase the time users spend on the website and reduce the bounce rate, which can have a positive impact on search engine rankings.

In addition to improving user experience, optimizing website navigation and site architecture can also help with website performance. A well-designed navigation structure can reduce the number of clicks required to access specific content, making the website faster and more efficient. This is particularly important for WordPress websites, which can be more prone to performance issues if the navigation and site architecture are not optimized.

Technical SEO audits

Technical SEO audits are crucial to ensure that a website is optimized for search engines and can help identify technical issues that may be affecting its SEO performance. Some of the most common technical SEO issues include slow page speed, broken links, duplicate content, and crawl errors.

During an audit, technical SEO specialists analyze various factors that impact a website’s ranking and identify areas that need improvement. This includes analyzing the website’s structure, content, and technical elements such as sitemaps, robots.txt files, and canonical tags. Technical SEO experts use tools like crawl analysis, log file analysis, and manual inspection to identify issues that may be affecting a website’s SEO performance.

A typical technical SEO audit involves several phases, including:

Website analysis: During the website analysis portion of a technical SEO audit, an SEO expert will thoroughly review and evaluate a website’s technical structure and content to identify any issues or potential areas for improvement. This typically involves using a combination of SEO tools and manual inspection to assess key factors such as site speed, mobile optimization, site architecture, internal linking, on-page optimization, and more.
The website analysis will also often include a review of the website’s analytics data, usually provided by Google Analytics, to assess its current performance and identify areas for improvement. This can help the SEO expert to gain insights into how users are interacting with the website and to identify any issues that may be negatively impacting its performance.

On-page optimization: Involves optimizing individual pages for specific keywords and ensuring that the website’s content is relevant and high-quality. Doing on-page SEO boosts a website’s visibility and helps it rank higher in SERPs. This, in turn, can lead to increased organic traffic, higher engagement, and better conversion rates.

Off-page optimization: During the off-page optimization phase of a technical SEO audit, the focus is on improving the website’s reputation and authority in the eyes of search engines. This involves analyzing the website’s backlink profile and identifying any potential issues or opportunities for improvement.
The audit will typically analyze the quality and relevance of the website’s existing backlinks. This involves looking at the domain authority of the linking websites, the relevance of the linking pages to the content of the website, and the anchor text used in the links.

Technical optimization: The technical optimization part of a technical SEO audit involves analyzing the website’s technical elements to identify and fix any issues that may be hindering its search engine visibility and ranking. This includes evaluating the website’s code structure, site architecture, and site speed, as well as identifying and addressing any broken links, duplicate content, or missing meta tags.

A site audit can help businesses stay ahead of the competition by identifying and fixing technical issues before they impact their SEO performance. It’s also a good way to identify any problem areas on your site if you’re considering launching an SEO campaign or if you’ve recently completed a website migration. This is especially important in the ever-changing world of search engine algorithms, where regular updates can significantly impact a website’s ranking. That’s why a technical SEO consultancy is highly recommended to ensure that your website is optimized for search engines and can compete in the highly competitive digital marketing landscape.

Prioritize technical SEO services to improve your website

For tech companies, especially those who use their website as an ecommerce platform, investing in technical SEO services is particularly important to ensure their websites are optimized to meet the ever-changing algorithm updates of search engines.

A technical SEO agency like SWARM NYC has a proven track record of delivering results for their clients by providing customized solutions tailored to each client’s specific needs.

Don’t miss out on the potential benefits of investing in quality SEO services for your tech company. Contact SWARM NYC today to learn more about how their technical SEO experts can help your business improve its online visibility, search engine rankings, and overall SEO performance.

Website maintenance is critical for any modern business, but especially for those that provide digital services or products. Professional website maintenance not only guarantees smooth website functionality but also enhances the security and success of apps and software while minimizing risks and vulnerabilities. Whether it’s an app, software, or website, maintaining these digital products’ online presence is critical.

Web maintenance can also help identify potential problems before they arise, giving companies the peace of mind that website operations will be carried out seamlessly. If website maintenance tasks are neglected, it can lead to slow loading times, broken links, security breaches, and ultimately, a loss of revenue for the company.

However, even with these services becoming an industry standard, selecting the right website maintenance plan can be challenging. Across the tech industry, there is significant variation in plans due to differences in digital product complexity and functionality, budget considerations, customization needs, the expertise of providers, and service level agreements. To ensure that your business makes the most out of its website maintenance plan, it is essential to understand what services you need and what to look for when selecting a provider.

In this blog, we will provide a comprehensive guide for app and software development companies on how to choose the right website maintenance plan for their specific needs. We will discuss the importance of website maintenance plans for digital products, the common services provided in these plans, and the key factors to consider when selecting a provider. By the end of this blog, readers will have a better understanding of how to ensure their digital products are running smoothly, securely, and efficiently.

Understanding website maintenance plans

Website maintenance plans vary depending on a range of factors. However, there are some common components that are typically included. These components can be broken down into three levels: basic, intermediate, and advanced.

Some of the services a website maintenance plan include:

Basic website maintenance plans:

Regular website backups

Updates to plugins and software

Uptime monitoring

Broken link checks

Minor content updates

Basic plans are ideal for small businesses or those with a limited budget.

Intermediate website maintenance plans:

All the services offered in basic plans

Digital marketing

Security scans

Site speed optimization

SEO monitoring and upgrades

Additional security updates

Intermediate plans are designed for businesses that need more frequent content updates and security scans.

Advanced website maintenance plans:

24/7 security monitoring

Advanced website security updates

Performance optimization

Specialized technical support

Custom development

Regular software updates

Ongoing content creation

Advanced plans are tailored to businesses with larger, more complex websites that require regular software updates, custom development, and ongoing content creation.

In addition to different levels of website maintenance plans, there are also different pricing models to consider. Some providers charge hourly rates for website maintenance, while others offer month-to-month or annual subscription plans. When selecting a provider, it is essential to consider which pricing model will work best for your business.

Website maintenance essentials

Some of the key components that should be included in website maintenance plans are backups, security updates, content updates, and broken link checks. Backups are critical to ensuring that data is safe in the event of a disaster, while security updates can protect against vulnerabilities and malware. Regular content updates are essential for keeping websites fresh and relevant, and broken link checks can help maintain rankings on search engines.

Other important services that may be included in website maintenance plans are software updates, uptime monitoring, site speed optimization, and custom development. These services can help ensure that websites are running smoothly and efficiently, leading to better user experiences and higher conversion rates.

Factors to consider when choosing a website maintenance plan

Before deciding on a website maintenance plan, there are several important factors that digital product-focused companies should consider.

Expertise and experience of the provider

The expertise and experience of the website maintenance provider’s team are critical factors to consider. Researching the credentials and reputation of the provider can help determine the level of expertise in app and software maintenance. Additionally, checking for certifications or partnerships with relevant industry organizations can be an indicator of their knowledge and experience.

Digital product needs

When choosing a website maintenance plan, it is essential to assess the specific needs of your digital product. Consider the level of complexity and functionality required to provide a seamless user experience. For instance, an e-commerce site will require regular updates, security scans, and uptime monitoring. On the other hand, if your website needs are more low-maintenance, a simple blog may require fewer maintenance services.

When e-commerce is a central component of how your website operates, it’s also important to proactively identify potential risks and vulnerabilities that need regular monitoring to minimize security breaches and website downtime. If users are frequently relying on your website functioning smoothly, you’ll want to invest in a good website maintenance plan if anything does happen.

Service level agreement (SLA)

Reviewing the SLA offered by the website maintenance provider is also essential when choosing a plan. It’s important to understand the scope of services covered in the SLA, the response time, and the availability of the provider. For instance, some plans may include regular backups, software updates, and security scans, while others may only provide uptime monitoring or broken link checks.

Customization and flexibility

Evaluating the flexibility of the plans offered is also important. Determine the ability to customize the plan to suit the unique needs of your digital product or offering. For example, if your digital product requires more content updates, you may need a plan that offers more customization. Checking for any additional charges for customization or changes to the plan is also essential to avoid any surprises in costs.

Scalability

Scalability is an important factor to consider, especially for growing businesses. As your business expands and your website traffic increases, your website maintenance needs may change.

You may need to upgrade to a higher level of website maintenance plan to ensure that your website can handle the increased traffic and that all of its features continue to work properly. This could include scaling up your hosting plan, upgrading to a more robust content management system, or adding additional security measures to protect against increased risks.

We advise choosing a website maintenance provider that can offer scalable solutions to accommodate your business’s growth. This ensures that your website maintenance plan can evolve alongside your business, saving you the hassle and expense of repeatedly switching providers or plans.

Technical support

It’s always a good idea to analyze the level of technical support that will be provided by a website maintenance provider. You’ll want to make sure that you have access to reliable and responsive technical support in case something goes wrong with your website or if you have any questions or concerns.

Some important questions to ask when evaluating technical support include:

What are the hours of support?

What is the average response time for support requests?

What channels are available for support (e.g. phone, email, chat)?

What level of expertise do the support staff have?

Is there an additional cost for technical support?

A website maintenance provider should offer comprehensive technical support, as this can help to minimize downtime and ensure that your website remains up and running smoothly. Additionally, having access to technical support can give you peace of mind and allow you to focus on running your business, rather than worrying about technical issues with your website.

Budget

Budget is a crucial factor to consider when choosing a website maintenance plan because it determines the level of service and support that a business can receive. Website maintenance plans can vary significantly in cost, with basic plans starting at a lower price point and more advanced plans with comprehensive services being more expensive.

When evaluating your budget for website maintenance, ensure that you balance the cost with the value and benefits of the website maintenance plan. Make an effort to thoroughly understand the cost implications of different website maintenance plans and the level of support and service you can expect to receive for the investment.

Compliance

Compliance refers to the adherence to regulations and standards related to data privacy and security. For example, if your business operates in the European Union, you will need to comply with the General Data Protection Regulation (GDPR), which outlines strict requirements for the handling and protection of personal data. Similarly, if you accept credit card payments on your website, you will need to comply with the Payment Card Industry Data Security Standard (PCI DSS), which ensures that your website is secure and protects sensitive payment card information.

For businesses that handle sensitive client information, it is important to consider whether the provider has experience in compliance with relevant regulations and standards. The provider should also have the necessary security measures in place to protect your website and customer data. This may include regular security scans, firewalls, and secure backup and recovery options. This can help protect your business from legal and financial consequences related to data breaches or non-compliance with regulations.

Reporting and analytics

Analyzing website data can provide insights into site performance and helps you make informed decisions for its improvement. A good website maintenance plan should include regular reporting and analytics to help you monitor key metrics such as site traffic, user behavior, and conversion rates. This data can also be used to identify issues with your website’s design or functionality, and inform website updates and improvements.

Additionally, website maintenance providers may offer customized reporting and analytics based on your specific business goals and website needs, so be sure to inquire about these options when evaluating different plans.

Third-party integrations

Third-party integrations refer to the various tools and software that your website may be using, such as payment gateways, email marketing tools, or social media plugins. Some web maintenance plans may offer limited support for third-party integrations, while others may provide more comprehensive coverage. It is important to assess your website’s reliance on third-party integrations and ensure that any potential maintenance plans provide adequate support.

For example, if your website is an e-commerce site, it likely relies on various payment gateways and shipping integrations to process orders and track shipments. In this case, it is crucial that any maintenance plan you choose provides adequate support for these integrations to deliver smooth and uninterrupted transactions for your customers.

Additionally, if your website relies heavily on social media marketing, you may want to select a maintenance plan that includes support for social media plugins and analytics tools to help you track the effectiveness of your campaigns.

What type of website maintenance plan works best for enterprise businesses?

The website maintenance package that works best for enterprise clients will vary depending on their specific needs and goals. Ideally, you’ll want a plan that can be customized for your business, but here is a general overview of the type of plan that works best for growing companies.

An effective website maintenance plan for an enterprising tech business typically includes a range of services that go beyond routine maintenance tasks.

First, the plan should include regular backups to ensure data security and integrity in case of a data loss event. This is especially important for businesses that deal with large amounts of sensitive customer data. The backup schedule should be customized to the company’s needs, with frequent backups during high-traffic periods.

Second, include website optimization services to ensure that the site is performing at peak efficiency. This includes monitoring site speed, uptime, and other performance metrics to identify areas for improvement. The plan should also include regular software updates and upgrades to keep the site up-to-date and compatible with the latest web technologies.

Third, you’ll need advanced security services to protect against cyber-attacks and data breaches. This includes regular security scans, vulnerability assessments, and patch management to ensure that the site is secure at all times. The plan should also include ongoing monitoring and response to potential security threats.

Fourth, it should include user experience (UX) and user interface (UI) design services to ensure that the site is easy to use and navigate. This includes regular testing and optimization of the site’s design to ensure that it is intuitive and user-friendly.

Finally, you’ll need customization and flexibility to meet the unique needs of enterprise clients. This includes the ability to customize the plan based on the client’s specific requirements, as well as the flexibility to add or remove services as needed. The plan should also include dedicated technical support to ensure that issues are resolved quickly and efficiently.

Partnering with SWARM for your website maintenance plans

At SWARM NYC, we understand that website maintenance is not a one-time task, but an ongoing process that requires continual improvement and evolution to keep up with the changing needs and demands of digital products.

That’s why we work closely with our clients to develop website maintenance plans that are tailored to their specific needs and goals, while also allowing room for growth and evolution over time.

Our website maintenance services cover all of the common components of maintenance plans, such as backups, security scans, content updates, software updates, and site speed optimization. We also offer additional services that are specifically designed to help our clients continue to grow and succeed as successful enterprising businesses.

For example, our digital marketing services can help our clients increase their online visibility, drive more traffic to their sites, and improve their search engine rankings. Our UX/UI design services can help our clients enhance the user experience of their digital products, improve engagement and conversions, and boost their e-commerce functionality. And our strategic consulting services can help our clients identify new opportunities for growth, optimize their website performance, and stay ahead of the competition.

We make it a priority to work closely with our clients to develop website maintenance plans that align with their unique needs and goals, while also helping them continue to grow and evolve as successful enterprising businesses.

Get started with SWARM for your website maintenance needs

As a digital product-focused company, your website is your virtual storefront, and its maintenance is vital to the success of your business. To ensure the smooth functioning, security, and growth of your website, routine maintenance is necessary. By researching and comparing different website maintenance plans, you can find the one that best fits your website needs. With the long-term benefits of website maintenance, including improved website performance, security, and better user experience, it is worth investing in.

Whether you have a WordPress site, an eCommerce website, etc., SWARM NYC can provide you with the right maintenance plan that fits your needs. Contact us today to get started on your website updates, security, and performance improvements.