How MacRAE’S AI Visibility Engine Enhances Growth for Industrial B2B Companies

November 19, 2025 MacRAE'S 10 min read
At MacRAE'S, we've witnessed a seismic shift in the industrial B2B landscape. Your prospects are no longer relying solely on Google searches or traditional sales relationships to find suppliers. They're asking ChatGPT for vendor recommendations, researching through Perplexity AI, evaluating options on LinkedIn, and discovering solutions through AI-powered platforms you've never even heard of.

Yet while buyer behavior has evolved dramatically, most industrial marketing strategies remain stuck in the past. This disconnect isn't just costing companies leads—it's allowing more digitally sophisticated competitors to capture market share. That's exactly why we developed the AI Visibility Engine, a comprehensive system that ensures your company appears everywhere modern industrial buyers research suppliers.

How Have Industrial Buyers Changed Their Research Habits?

Through our work with Scott's Directories and Canadian Trade Index, we've tracked exactly how industrial buyers research suppliers. Today's buyers have completely transformed their approach, and we've built our AI Visibility Engine to address these changes. Modern industrial buyers now:
  • Use AI tools for instant recommendations - They ask ChatGPT and Perplexity for vendor suggestions before conducting traditional searches
  • Research through LinkedIn and social platforms - They evaluate companies through thought leadership content and professional networks
  • Compare solutions across multiple platforms simultaneously - They conduct parallel research across AI tools, directories, and search engines
  • Start their journey outside traditional search engines - Many buyers never visit Google during initial supplier discovery
This multi-platform research approach means traditional marketing strategies that focus exclusively on Google SEO are missing 60-70% of where prospects are actually looking. We help ensure your company is visible across all these platforms, not just the traditional ones.

What Problems Do We See with Traditional Industrial Marketing Strategies?

In our work with industrial B2B companies, we consistently see the same outdated digital marketing approaches creating competitive disadvantages. We've identified the most common problems that our AI Visibility Engine addresses:

  • Outdated websites - Sites built 5-10 years ago that don't meet modern buyer expectations or work properly on mobile devices
  • Content locked in PDFs - Technical specifications and product information that AI platforms can't read or index effectively
  • Google-only focus - Strategies that ignore AI platforms, LinkedIn, and directories where buyers increasingly start their research
  • Generic PPC campaigns - Wasted budgets on consumer-oriented ads rather than approaches designed for complex industrial sales cycles
  • Short-term campaign dependency - Reliance on temporary marketing pushes rather than systematic, long-term visibility building
We help bridge the growing gap between where your company currently appears and where your prospects are actually looking for solutions. Our AI Visibility Engine transforms your digital presence to meet modern buyer expectations.

How Does Our AI Visibility Engine Work to Help Your Company?

Our AI Visibility Engine is a comprehensive digital transformation system we built specifically for small to mid-sized industrial B2B companies. Unlike traditional marketing agencies that simply redesign your website and hope for results, we ensure your company appears everywhere modern industrial buyers research suppliers.

We optimize your presence across every platform where decision-makers look for industrial solutions:
  • AI tools - ChatGPT, Perplexity, Google AI Overviews, and other generative AI platforms
  • Professional networks - LinkedIn posts, company pages, and industry thought leadership
  • Industry directories - Specialized B2B platforms and trade publications
  • Traditional search engines - Google and Bing with modern optimization techniques
  • Specialized B2B research platforms - Industry-specific databases and supplier directories
Our goal isn't just visibility—it's strategic positioning where it matters most. What makes our approach unique is that we test every strategy first on our own industrial platforms, Scott's Directories and Canadian Trade Index, before implementing them for clients. This means you never get experimental tactics—only proven strategies that have already delivered measurable results for us and our clients.

How Do We Implement the AI Visibility Engine for Your Business?

We implement our AI Visibility Engine through two strategic phases designed to first modernize your digital infrastructure, then accelerate lead generation systematically.

Phase 1: Modernization - We rebuild your entire digital presence for how modern industrial buyers actually research suppliers:
  • Modern industrial web design - We create conversion-optimized websites that work flawlessly across all devices
  • AI research platform optimization - We ensure your company appears in AI-generated recommendations
  • Search engine and search anywhere foundation - We build comprehensive visibility across all platforms buyers use
Phase 2: Acceleration - We scale your visibility through advanced systems that turn digital presence into qualified leads:
  • Advanced AI and content strategy - We position your company as an industry thought leader
  • Industrial lead generation systems - We convert visibility into qualified prospects consistently
  • Performance optimization and scaling - We provide ongoing refinement to ensure sustained growth
This structured approach ensures you're not just getting a new website—we're building a complete digital ecosystem designed for modern industrial procurement cycles.

Why Do We Prioritize AI Platform Optimization for Industrial Companies?

We've seen firsthand how AI platforms like ChatGPT, Perplexity, and Google's AI Overviews are fundamentally changing how industrial buyers discover and evaluate suppliers. When a procurement manager asks ChatGPT for packaging machinery suppliers or LED grow light manufacturers, the AI generates recommendations based on the information it can find and understand about companies.

If your content is locked in PDFs, buried in outdated website structures, or not optimized for AI readability, you're invisible in these searches. Your competitors who have optimized for AI platforms are capturing recommendations and mindshare before buyers even know your company exists.

We ensure your technical specifications, case studies, product information, and company credentials are structured in ways AI platforms can easily read, understand, and recommend to potential buyers. This isn't about gaming algorithms—it's about making sure your valuable expertise and capabilities are accessible through the platforms buyers now prefer. Our team specializes in Generative Engine Optimization (GEO) and Search Anywhere Optimization (SAO), ensuring you're visible wherever your prospects research. SEO

How Does MacRAE'S Approach Differ From Traditional SEO Agencies?

Traditional SEO agencies focus almost exclusively on Google rankings, often using generic tactics designed for consumer products or e-commerce. They might improve your Google position, but they leave you invisible on the AI platforms, LinkedIn networks, and industry directories where industrial buyers increasingly conduct their research.

At MacRAE'S, we specialize exclusively in industrial B2B, understanding the complex sales cycles, technical products, and procurement-based decision-making processes that define your market. We design every strategy for multi-stakeholder buying committees, long procurement timelines, and the trust-building requirements specific to industrial sales.

Perhaps most importantly, we test every strategy internally before recommending it to clients. When we advise you to optimize certain content formats or platform strategies, we're not guessing—we've already proven those tactics work on our own industrial platforms, Scott's Directories and Canadian Trade Index, which serve thousands of buyers daily. This hands-on experience with real industrial buyers gives us insights that generic marketing agencies simply cannot match.

Who Do We Help With The AI Visibility Engine?

We designed our AI Visibility Engine specifically for small to mid-sized industrial B2B companies. We work best with companies that have:
  • Complex products or services - Solutions that require buyer education and detailed technical understanding
  • Multi-stakeholder sales processes - Involving procurement teams, technical decision-makers, and executive approvals
  • Long sales cycles - Where building trust and credibility matters more than quick conversions
  • Proven value propositions - Companies with quality offerings that struggle with visibility, not capability
We've successfully implemented our system across virtually every industrial vertical:
  • Manufacturing and Equipment - Custom manufacturing, automation equipment, production machinery, packaging equipment
  • Distribution and Supply Chain - Equipment distributors, parts suppliers, logistics services, warehousing solutions
  • Commercial and Industrial Services - Maintenance services, facility management, engineering consulting, compliance services
  • Construction and Infrastructure - Heavy equipment suppliers, building materials distributors, specialized contractors
If your company has proven products or services but struggles with inconsistent lead flow, relies too heavily on a few large customers, or sees competitors winning business despite your superior capabilities, we can help transform your market position with our AI Visibility Engine. SEO

What Results Do We Deliver With The AI Visibility Engine?

Our AI Visibility Engine delivers measurable, transformational results for industrial B2B companies. We help our clients experience dramatic improvements across multiple dimensions:

Lead Quality Improvements We Deliver:
  • Prospects who have already educated themselves through your optimized content
  • Buyers who understand your capabilities before making initial contact
  • Qualified leads further along in their buying journey, reducing sales cycle length
  • Higher conversion rates from lead to customer
Visibility Improvements We Create:
  • Your company appears in AI-generated supplier recommendations when buyers ask ChatGPT or Perplexity for vendors
  • Improved website conversion rates through modern design and clear information architecture
  • Stronger competitive position as you dominate more research platforms than competitors
  • Increased brand recognition across multiple buyer touchpoints
Our clients like Murphy Industrial Products, Canadian Shade, and OctoChem have achieved measurable revenue growth, significant traffic improvements, and multi-fold gains in lead generation through our AI Visibility Engine.

How Does Our Approach Benefit Industrial Buyers Researching Suppliers?

While we design the AI Visibility Engine to help your company capture more market share, our approach simultaneously improves the experience for industrial buyers researching suppliers. We create:
  • Streamlined research processes - Buyers find comprehensive information quickly without requesting basic details
  • Information-rich digital experiences - Access to technical specifications, case studies, and capabilities in formats they prefer
  • Efficient supplier screening - Ability to quickly evaluate whether your capabilities match their requirements
  • Multi-platform accessibility - Buyers discover your company through their preferred research tools, whether AI platforms, LinkedIn, or directories
This buyer-centric approach is precisely why our system works so effectively. By making it easier for buyers to find you, understand your capabilities, and evaluate your fit for their needs, we help you naturally attract more qualified prospects who are genuinely interested in what you offer.

Also Read:

What is GEO

What is AEO

What is LLM SEO

Why Is Digital Transformation No Longer Optional for Industrial Companies?

The industrial companies that will dominate the next decade understand a critical truth—digital sophistication has moved from a competitive advantage to a baseline requirement. Your prospects now expect:
  • Modern websites - Sites that work flawlessly on all devices and provide excellent user experiences
  • Comprehensive online information - Detailed content about your capabilities, products, and expertise is readily available
  • Multi-platform presence - Visibility across all research platforms they use, from AI tools to industry directories
  • Professional digital credibility - Online presence that matches the quality and sophistication of your actual capabilities
The old approach of relying on traditional relationships and basic websites worked when buyers had limited research options. Today, buyers can easily find multiple suppliers for almost any industrial product or service. If your digital presence doesn't match their expectations, they simply move to the next option.

Companies that modernize their digital presence now will capture disproportionate market share as AI and digital research become the standard for B2B procurement. Those who delay will find themselves increasingly invisible to the buyers who matter most.

How Can You Get Started with MacRAE'S AI Visibility Engine?

We invite industrial B2B companies ready to modernize their market presence to book a strategy session with our team. During this session, we will:
  • Conduct a comprehensive audit - We review your current digital presence across all platforms
  • Identify visibility gaps - We pinpoint where you're missing opportunities on AI platforms and research channels
  • Create a custom modernization plan - We design a tailored strategy for your specific industry and sales cycles
  • Provide realistic assessments - We offer honest insights about your lead generation potential with proper optimization
No pressure or sales pitch, only clear insights into your digital competitiveness and what can be achieved together. MacRAE’S partners with industrial leaders committed to dominating modern markets.

AI-driven platforms already define industrial procurement, and the choice is whether your company leads or falls behind.

MacRAE’S helps B2B manufacturers stay visible across ChatGPT, Perplexity, LinkedIn, and industry directories, ensuring their presence wherever buyers research. With the AI Visibility Engine, your brand remains present, prominent, and persuasive across every key platform.
Sylvie Berube
Sylvie Berube
2023-11-02
The staff is amazing and professional. They take time to understand your business
Marla McNabb
Marla McNabb
2023-11-01
Very knowledgeable and helpful when it comes to SEO and websites
shelly small
shelly small
2023-01-23
MacRAE’S is the perfect choice for anyone wanting to keep their website up-to-date and reliable. They have fantastic customer service and a great technical support team to help you at every step of the way. Highly recommended!
Demetrois Alafogiannis
Demetrois Alafogiannis
2022-07-22
The team at MacRae's is outstanding. What an amazing experience from the initial call to the team meetings and performance reports. The communication and attention to detail are 2nd to none. I can not express my happiness to the move to MacRae's enough. And ofcourse the roi is beyond even what was explained to me. Strongly recommend anyone wanting to have their digital presence illuminated to call immediately!
Pathway Communications Official
Pathway Communications Official
2022-02-04
MacRAE's has been an amazing partner to Pathway Communications for its digital marketing efforts. There we worked with Sakshi who was our Account manager. We have nothing but great things to say for her! She is extremely thorough professional and responsive to any requests we may present. She has the required expertise and experience in the digital marketing space which helped us in getting the desired results. Her team has helped increase our organic sessions on our website with continual month over month increase. Our keyword rankings have increased and we have seen so much more traffic to our website. We cannot thank them enough for all of the hardwork and effort put in to making Pathway's digital presence felt.
DuraSystems Barriers Inc.
DuraSystems Barriers Inc.
2021-06-21
We are very pleased with the excellent service we have received from MacRAE's and specifically our account manager Deepak. Deepak's monthly phone calls to update us on our SEO progress, as well as to inform us of plans that Google may have in the works that could affect our SEO rankings, are extremely helpful in our decision making.
lou alexiou
lou alexiou
2021-06-18
MacRAE's built up our ranking and we got results. Support team is awsome! The monthly meetings and immediate response are invaluable. Thank you Deepak and Rebecca.
Andrew White
Andrew White
2021-06-04
MacRAES' has been our SEO provider for a number of years. When it came time to update our website, we turned to them. Their expertise, reasonable cost and attention to detail has resulted in a website that is fully optimized for new search engine algorithms.
Gene Vincent
Gene Vincent
2021-06-02
I have worked with a lot of Internet vendors. We are so happy to have worked with Deepak and his team of engineers at MacRae. Punctual and productive, the quality of his work falls into the category "none better". We look forward to working with him on future projects...
Robert Dunford
Robert Dunford
2021-05-03
If you need a website and or digital marketing services, MacRAE'S is an excellent choice. (note I work here) The team takes every program very seriously and delivers consistent, high quality recommendations and services to help businesses grow. Our customers come from manufacturing, transportation, dentistry to name a few.
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