Marketing and AI agency: a practical guide to the tools

Updated October 26, 2026

33% of Italian companies that have already adopted artificial intelligence use it first and foremost in marketing and sales. If your marketing agency hasn't built AI into its way of working yet, you're losing ground to those who have.

What really changes for your business when a marketing agency uses AI?

A marketing agency that integrates AI can analyze more data in less time, personalize campaigns at scale and optimize results in real time. For your business, that means more precise campaigns, less wasted budget and decisions based on hard data.

Artificial intelligence has transformed the day-to-day work of a marketing agency. This is no passing fad: it's a structural shift in how data is collected, campaigns are built and results are measured.

For a business owner or marketing manager, this translates into three concrete benefits: more targeted campaigns (less budget wasted on the wrong audiences), content optimized in less time, and continuous performance monitoring that used to take days of manual analysis.

We cover the topic in depth in our guide to AI marketing and artificial intelligence in business strategy, which explores how to integrate these tools sustainably.

How widespread is AI in Italian companies today?

The AI market in Italy reached €1.8 billion in 2025, and 16.4% of companies with at least 10 employees have already adopted at least one AI technology. Growth is fast, but the gap between large companies and SMEs remains huge.

The numbers tell the story of an accelerating race. According to the Artificial Intelligence Observatory at Politecnico di Milano, the Italian AI market reached €1.8 billion in 2025, up from €760 million in 2023. That's growth of 137% in two years.

On the business side, Istat data (Imprese e ICT 2025) show that 16.4% of companies with at least 10 employees adopted at least one AI technology in 2025, versus 8.2% in 2024. The figure more than doubled in a single year.

But there's a clear gap between large and small companies. Among companies with over 250 employees, AI adoption stands at 53.1%. Among SMEs (10-249 employees) it stops at 15.7%, according to Istat data processed by Res Group. SMEs that move now still have a real competitive advantage.

Marketing and sales lead AI adoption in Italy, with 33.1% of companies using AI in this area. It confirms that marketing is the function most ready to absorb these tools. To dig deeper into AI adoption in business, our hub on AI and process automation collects up-to-date analysis and practical guides.

How does AI actually improve a marketing agency's work?

AI lets a marketing agency personalize messages at scale, automate repetitive analysis and make decisions based on real data. The result: more time for strategy and fewer errors in campaigns.

Using artificial intelligence allows web agencies to tailor messages and business communications to customer preferences. With far more information than before, you can build more targeted campaigns and reach the right audience directly.

Process automation cuts manual workload: market research, performance analysis, ongoing optimization. Digital professionals get time back for the creative and strategic work AI can't replace.

Four practical benefits stand out:

• Predictive analysis: AI predicts which products customers may be interested in and analyzes audience sentiment toward the brand through social media listening tools, enabling timely responses to feedback and criticism.
• Automated A/B testing: agencies test different versions of a campaign without hours of manual analysis. It works for ads, landing pages, entire websites or e-commerce stores.
• Smart chatbots: virtual assistants that handle customer requests 24/7, freeing up your people for more complex tasks and keeping costs down.
• Data-driven decisions: thanks to advanced analytics, digital agencies make informed decisions based on hard data, sharing it with clients for transparent discussions.

Which AI tools does a marketing agency use for SEO and visibility?

AI tools for SEO automate keyword research, technical site analysis and competitor monitoring. Used well, they improve organic rankings in a measurable, lasting way.

Website ranking through SEO is the first lever of organic visibility. AI has made this work more precise and scalable. Here are the main tools a marketing agency uses today.

1. SEMrush

A powerful SEO tool that uses AI algorithms. It offers research on the most searched keywords in your industry and analysis of competitor strategies. The Keyword Magic Tool and the Keyword Manager make it easy to identify and organize the keywords that matter for your target.

2. Screaming Frog

It analyzes websites to identify optimization opportunities through detailed reports. It finds broken links, analyzes meta titles and meta tags, spots duplicate content and maps out the site architecture. It's an essential tool if you want to optimize a website effectively.

3. SurferSEO

With smart algorithms, it analyzes the top results to suggest content changes in line with SEO best practices. It integrates AI with a toolkit that makes your site user-friendly without sacrificing readability and rankings.

4. CognitiveSEO

It analyzes backlinks (the links other sites point to yours) and provides strategic optimization reports to improve your search engine rankings. It keeps all your analysis data in one place, allowing targeted action. For a marketing agency, it's an indispensable tool.

5. Google BERT

Short for Bidirectional Encoder Representations from Transformers, it's a machine learning model built into Google's search engine. It improves natural language understanding in search results, making SERPs (search engine results pages) more relevant to users' real intent.

6. Panda and Penguin Updates

These Google algorithm updates use AI to penalize irrelevant or low-quality content, underscoring the importance of quality in content marketing. Keeping them in mind is essential to maintaining an SEO-optimized site.

Which AI tools does a marketing agency use for email, CRM and campaigns?

HubSpot, Klaviyo and similar tools use AI to personalize emails, segment audiences and automate communication flows. The result: higher open and conversion rates with less manual work.

1. HubSpot

It brings marketing, sales and support teams together on the same platform. It offers automated email marketing features that adapt to user behavior thanks to artificial intelligence. It provides a unified view of the customer at every stage of their buying journey, and it's easy to use even without a technical background.

2. Klaviyo

A powerful email marketing platform that uses AI algorithms to send targeted messages. Besides email, it also uses SMS, mobile push notifications and a review collection system. Over 157,000 brands in more than 80 countries have grown with Klaviyo, which lets you get to know your customers inside out by gathering all the information in one place.

Note: in 2025 Klaviyo had a security bug that exposed some passwords. Before adopting it, check the platform's latest security measures.

3. Pinterest Predicts

It uses machine learning to identify future trends based on historical user data. The AI analyzes the data and makes predictions based on how search volume rises or falls over time. A marketing agency can then plan a strategy well in advance.

4. Daz 3D

Software that creates personalized visual content using AI, making graphic design much simpler and faster. It's one of the most versatile digital character creators in the world. Artificial intelligence is a great help in creating videos, static images and multimedia productions.

5. NLP Tools (Natural Language Processing)

Tools like MonkeyLearn help understand natural language to improve communication with customers through chatbots and virtual assistants. NLP stands for natural language processing: in practice, a software's ability to understand and respond to human language.

Which AI tools does a marketing agency use for content and copywriting?

Tools like Copy.ai, BuzzSumo and Grammarly speed up the creation of SEO-optimized content. They generate drafts, suggest improvements and identify the topics most relevant to your audience.

In content marketing and copywriting, artificial intelligence plays an increasingly central role. Tools like Grammarly and Copy.ai use AI to suggest content improvements or generate articles based on the most searched keywords, while also optimizing images, meta tags, headers and search categories.

1. Copy.ai

A tool that uses AI to generate written content from short user inputs. With a few prompts (keyword, topic, tone of voice), it writes a fully SEO-optimized, original and coherent article.

2. Katalon Studio

It optimizes the effectiveness of advertising campaigns through predictive analysis of user data. It offers AI-driven testing for websites and content, giving you advance data on how a campaign or article might perform once published. Major players like Red Bull, Petronas, Nvidia and Vodafone use this tool. More details on the official website: katalon.com.

3. BuzzSumo

It analyzes which topics are performing best in your industry and constantly delivers fresh, new content ideas. Since its launch in 2014, it has been the content marketing tool of choice for thousands of companies worldwide to create brilliant content, monitor their brand and discover growth opportunities.

4. Scribblitt

An innovative tool that automates draft creation and suggests style improvements in real time. Integrating AI into content marketing not only improves campaign effectiveness but also makes it possible to build deeper relationships with customers.

If you want to explore the full landscape of available tools, our guide to the best AI marketing tools of 2026 offers an up-to-date comparison focused on automation and communication.

How does AI help a marketing agency get to know its audience better?

AI analyzes behavior, preferences and past interactions to segment your audience far more precisely than any manual analysis. The result: campaigns that speak to the right person, with the right message, at the right time.

Knowing your target audience is essential to the success of any digital strategy. In the early stages of a web consulting project, analysts spend days developing ideas and researching the target audience. AI-based tools make this work much simpler and faster, delivering a huge degree of personalization thanks to their ability to analyze large volumes of data.

Three real-world applications show how it works in practice:

• Dynamic email marketing: emails are tailored to users' previous behavior, boosting open and conversion rates.
• Advanced segmentation: a marketing agency segments the audience by behavior, preferences and past interactions, building tailored campaigns that hit the mark.
• Personalized recommendations: companies like Netflix and Amazon use AI in their algorithms to suggest content or products based on user preferences. Web agencies can implement similar solutions to improve their clients' conversion rates.

To understand how roles change inside teams when AI comes in, read our analysis of AI roles in the marketing team: builder, maintainer, monitor and user are the four profiles every company needs to recognize and train.

Three concrete scenarios: what changes for an e-commerce, a professional firm, and a manufacturing company?

AI delivers different benefits depending on the type of company. An e-commerce store gains in personalization and email automation; a professional firm saves time on analysis; a manufacturing company improves its B2B visibility.

Illustrative examples: numbers are meant to show the reasoning, they are not real customer data.

If you run an e-commerce store, the guide to GEO for e-commerce marketing explains how to get product pages and categories cited directly by Google AI Overviews, an increasingly important frontier for organic visibility.

Personalization and optimization: how does AI change your marketing strategy?

AI lets you personalize content at scale and optimize campaigns in real time. It's not just automation: it's a new approach that also calls for a cultural shift in your team.

The keywords of AI marketing are personalization and optimization. Creatives harness the power of AI for personalization at a scale that was impossible before. As the technology advances, content becomes more and more targeted to each individual customer.

To optimize a website effectively, your strategy needs continuous monitoring and updates. Digital marketing strategies can be refined constantly thanks to real-time analysis of campaign performance. Reviewing the data and deciding to adjust an online campaign promptly can make or break a digital business.

Embracing this transformation isn't just about adopting new technology. It requires a cultural change inside agencies and client companies. Training teams to use these tools effectively and building an innovation-oriented mindset is essential. To see how the relationship between AI and workflow automation is evolving, our analysis of marketing automation: from rules to autonomous AI gives a clear picture of the changes under way.

Professionals still matter: what can't AI do on its own?

AI automates routine tasks and amplifies analytical capabilities, but defining strategy, positioning the brand and controlling quality remain human responsibilities. Handing everything over to AI is the fastest way to lose your identity and consistency.

Artificial intelligence can do a great deal for a marketing agency. But we can't yet hand every aspect of communication over to AI. AI tools offer powerful data analysis and valuable suggestions. Human direction remains essential, though, especially for defining the brand and the strategy that must underpin every web marketing action.

Take copy, for example. Artificial intelligence can write grammatically correct content, but real personalization usually takes extra work, both for further SEO optimization and to keep the brand voice consistent.

Likewise, a chatbot needs to be kept up to date with accurate messages and correct data. If you want web marketing that truly works, AI is a great help. But you need to stay the lead player in your own strategy, and keep monitoring all the data and results the AI produces.

The complexity of these new systems makes specialized web consulting more and more necessary for a digital business. Working with a web agency for your online business is essential in an industry where competition keeps getting fiercer.

If you want to dig deeper into the quality of AI content, our analysis of AI quality in marketing explains why "good enough" can cost you dearly in reputation and positioning.

What mistakes are most common when introducing AI into a marketing strategy?

The most common mistakes are adopting too many tools at once without a clear strategy, delegating to AI decisions that require human judgment, and not training the in-house team. The result is spending with no return.

• Adopting tools without clear goals: AI amplifies what you already do. Without a solid strategy, it amplifies your inefficiencies too.
• Delegating everything without oversight: an outdated chatbot, emails generated without review, SEO content with no brand consistency check. Human oversight is not optional.
• Not training the team: agencies and in-house teams that don't invest in AI training risk using powerful tools only superficially.
• Choosing the wrong tool for your industry: not every AI tool works the same way for every type of business. An e-commerce store has different needs than a professional firm or a B2B company.
• Not measuring results: without KPIs defined upfront, you can't tell whether AI is delivering real value or just noise.
• Ignoring input data quality: AI only works well if the data it receives is accurate and up to date. Dirty data leads to wrong analysis.

How do I know if my marketing agency is using AI effectively?

Ask the agency which tools it uses, how it measures results and how often it updates the strategy. An agency that uses AI well shows you hard data, not just pretty reports.

A marketing agency that truly integrates AI into its work brings you frequently updated data, explains what it changed and why, and ties every action to a measurable goal. If all you get is monthly reports with generic charts, ask for more.

If you want to dig deeper into choosing the right partner based on your city and specific needs, the guide to a marketing agency in Milan offers practical selection criteria.

So, is an AI marketing agency worth it for your business?

It's worth it if you already have an active digital presence (website, campaigns, email list) and want better results with less wasted budget. AI amplifies what already works.

A middle path if you're starting from scratch or have a limited budget: begin with one or two specific AI tools (e.g. SEMrush for SEO, Klaviyo for email) before handing everything over to an agency.

Not yet if you haven't defined clear goals, target audience and brand positioning. Build the strategic foundations first, then let AI amplify them.

How we see it at SHM

For us, AI is the means, not the end. We believe artificial intelligence should be integrated to free companies from routine, giving back time and resources for what really matters: strategy, customer relationships, building a recognizable brand.

SHM Studio, with over 10 years of experience in web marketing and graphic design, has already helped dozens of businesses improve their online presence by integrating AI tools in a targeted, measurable way. We don't sell technology: we build tailor-made strategies that use the right technology for each company.

If you're considering how to integrate AI into your marketing strategy, the starting point is understanding where you are now and where you want to go. You can explore our strategic AI integration service, our SEO for AI service to improve organic visibility, or contact us for a direct conversation about your goals.

Consider a B2B manufacturing company that came to us with a technically sound website that was invisible to international buyers. By working on SEO architecture, industry keyword research and optimization of technical content with AI tools, we redesigned the site structure to capture the real searches of potential customers. The process was led by professionals, with AI supporting analysis and optimization: exactly how we believe it should work.

Frequently Asked Questions

AI doesn't make the marketing agency obsolete: it makes agencies that don't use it obsolete.