AI service promotion — how SEO boosted a 450% MQL increase for a new B2B platform

Business analyst reviewing B2B SEO analytics performance dashboards with growth charts.

Key Results Snapshot

A 12-month strategic SEO engagement designed to launch a new AI service offering produced transformative results, establishing our client as a new market leader.

  • +450% increase in monthly Marketing Qualified Leads (MQLs) from organic search.
  • +280% growth in targeted organic traffic to the new AI product vertical.
  • Page 1 rankings achieved for 15 high-intent, bottom-funnel keywords.
  • Top 3 ranking secured for the primary “AI workflow automation” head term.
  • 700% increase in quality referring domains to the new service pages.

The Client and The Challenge

About the Client: Our client is a mid-sized B2B SaaS provider specializing in business intelligence and data analytics solutions for enterprise-level customers. While established in their core market, they were considered a new entrant in the highly competitive AI-driven automation space.

The Initial Situation: The client invested heavily in developing a new, flagship AI-powered automation platform. This product launch represented a major strategic pivot, targeting a new, high-value customer segment.

The Goals: The primary challenge was launching this product with zero existing brand recognition or search engine footprint in the AI niche. The client’s goals were clear and ambitious:

  1. Generate a pipeline of qualified leads (demo requests) directly from organic search.
  2. Establish topical authority and compete with incumbent, venture-backed AI firms.
  3. Achieve a measurable ROI on content and SEO investment within the first 12-18 months.

Our Strategic SEO Plan

To take the client from a “cold start” to a recognized authority, our AI overview seo agency developed a multi-pronged SEO strategy focused on building a “moat” of expertise around their new solution.

  1. Full-Funnel Content Architecture: We mapped keywords to every stage of the buyer’s journey. This included high-intent, bottom-funnel (BOFU) terms (e.g., “enterprise AI automation tool”) for immediate lead generation and broader top-of-funnel (TOFU) terms (e.g., “what is process automation”) to build authority.
  2. Pillar-and-Cluster Model: We designed a comprehensive content strategy centered on a “Pillar Page” — a long-form, definitive guide to “AI in Business Automation.” This pillar was supported by 20+ “cluster” articles targeting specific use cases, comparisons, and related problems.
  3. Technical SEO Excellence: We knew that for new content to rank quickly, the technical foundation had to be flawless. This involved rigorous schema implementation, crawl optimization, and a focus on Core Web Vitals.
  4. Targeted Authority Building: We planned a sustained digital PR and link-building campaign focused on acquiring high-authority links from tech journals, SaaS review sites, and data science publications, rather than relying on low-quality, high-volume links.

Execution & Implementation

Our 12-month engagement was divided into three core workstreams running in parallel.

1. Technical & On-Page Foundation

  • Conducted a full technical audit of the new /ai-platform/ subdirectory.
  • Implemented SoftwareApplication and FAQPage schema to enhance SERP visibility and click-through rates.
  • Optimized all new pages for Core Web Vitals, achieving a 95+ mobile performance score on Google PageSpeed Insights.
  • Developed a robust internal linking structure to funnel authority from existing high-traffic blog posts to the new pillar page.

2. Semantic Content Development

  • Researched and developed a 25-page content map targeting every identified keyword.
  • Wrote and published the 5,000-word “AI Business Automation” Pillar Page, positioning it as the definitive industry resource.
  • Executed a content calendar of four high-value “cluster” articles per month (e.g., “AI vs. RPA: A Comparative Analysis,” “Calculating the ROI of AI Automation,” “Top 10 Use Cases for AI in Logistics”).
  • Ensured all content was optimized for semantic search, user intent, and featured snippet opportunities.

3. Off-Page Authority & Digital PR

  • Executed a targeted outreach campaign to technology and business publications.
  • Acquired 35 high-authority backlinks (average Domain Authority 60+) pointing directly to the new AI pillar and service pages.
  • Promoted content assets through partner channels and relevant industry forums to bootstrap initial traffic and social signals.

Detailed Performance Analysis & Impact

The strategy successfully translated content and technical efforts into measurable business outcomes. The growth in organic traffic was impressive, but the 450% surge in MQLs proved the strategy’s commercial success.

This growth was a direct result of ranking for high-value keywords. By Month 12, the client’s new service pages dominated search results for their target terms, displacing competitors who had been in the market for years.

Key Performance Indicator (KPI) Growth: Month 1 vs. Month 12

MetricBaseline (Month 1)Result (Month 12)Percentage Growth
Monthly Organic Traffic (to AI section)1,2004,560+280%
Organic MQLs (Demo Requests)844+450%
Keywords in Top 10 (High-Intent)122+2100%
Referring Domains (to AI section)540+700%

Client Feedback

“Our new AI platform was our biggest strategic launch in five years. We needed a partner who could build a market presence from scratch. The team delivered not just rankings, but a steady stream of high-quality leads that our sales team loves. Their data-driven approach gave us confidence at every step.”

Director of Marketing, B2B SaaS Provider

Conclusions & Key Success Factors

This case study demonstrates that even in a crowded, competitive market like AI, a new product can rapidly gain traction with a disciplined and data-driven SEO strategy.

  • Success Factor 1: The Pillar-and-Cluster Model was critical. It systematically built topical authority, signaling to Google that our client was a subject matter expert.
  • Success Factor 2: Balancing Funnel Intent. By targeting both BOFU (leads) and TOFU (authority) keywords simultaneously, we built a long-term asset while delivering short-term wins.
  • Success Factor 3: Technical Flawlessness. A fast, accessible, and properly-marked-up site allowed new content to be indexed and ranked with minimal friction.

Launch Your Next Product with Confidence

Are you launching a new service or entering a competitive market? An effective SEO strategy is the most powerful tool for building sustainable, long-term lead generation.

Contact us today for a free, confidential SEO analysis and strategy proposal to see how we can help you dominate your niche.