Pathloft

Staying Visible When AI Changed How You Rank

INDUSTRY

SaaS & Software

ONGOING STRATEGIES

SEO | Generative Engine Optimization (GEO) | OmniSEO

BUSINESS TECHNOLOGIES

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Additional Support From

PPC | Email Marketing

Let’s build your next growth system

We work with leadership teams to pressure-test growth strategies before misalignment shows up in pipeline, trust, or revenue.

ai seo saas visibility

How a SaaS Brand Won Attention Beyond Traditional SEO

As AI-driven search experiences reshaped how users discover software brands, they faced a critical inflection point. Traditional organic clicks were declining, replaced by zero-click answers, AI summaries, and conversational search results.

Instead of chasing shrinking SERP, the focus shifted to a bigger opportunity: owning visibility wherever buying decisions now begin—AI assistants, generative answers, and research-driven discovery paths.

The goal wasn’t rankings.
It was presence, authority, and demand capture across AI-led search environments.

The Challenge

  • Organic traffic plateauing despite strong historical SEO performance

  • Brand mentions appearing inconsistently in AI-generated answers

  • Limited visibility into how AI platforms referenced or surfaced the brand

  • Growing concern about long-term discoverability as user behavior shifted

The problem wasn’t relevance.
It was distribution in an AI-first discovery landscape.

The Strategy

We implemented an AI-aware search visibility framework designed to extend the brand beyond traditional search engines and into the platforms shaping modern decision-making.

This approach focused on:

  • Tracking brand presence across AI-generated responses

  • Strengthening topical authority through earned placements and content alignment

  • Rebuilding content and technical foundations for both humans and large language models

The objective: become the most referencable brand in the category—by humans and machines alike.

What Changed After Engagement

After more than two decades in marketing — including time at a global advertising agency — this has been the strongest team I’ve worked with.

What truly stood out wasn’t just execution, but the systems and visibility built around every part of the engagement: strategy, communication, and performance tracking. It gave us confidence in navigating how search is evolving, not reacting to it.

— Marketing Manager

Increase in total brand appearances across relevant AI chatbot queries
0 %
Growth in branded mentions within unique AI-driven searches
0 %
Qualified leads - Where AI assisted discovery played a supporting role in conversion
0 +

About The Client

The client is a growth-stage SaaS company building mission-critical software for mid-market and enterprise organizations. Their platform supports complex operational workflows where accuracy, compliance, and decision confidence matter.

Headquartered in a global innovation hub, the company serves customers across North America and international markets, competing in a crowded category where trust, visibility, and category authority directly influence revenue.

Their challenge wasn’t product-market fit—it was staying discoverable as the rules of search evolved.

Authority building through strategic brand placements

Long before AI-generated answers became mainstream, brand authority was treated as a compounding asset.

Over time, the brand earned 30+ high-relevance placements across industry publications aligned with:

  • Grant management

  • Business operations

  • Enterprise software workflows

These placements strengthened domain authority, reinforced topical relevance, and positioned the brand as a credible reference point for AI systems trained on trusted sources.

Links Build

Content Rebuilt for AI-Led Questions

Content Performance

As zero-click searches increased, existing content was re-evaluated through a new lens:
Would an AI engine confidently cite this page?

Key actions included:

  • Mapping existing pages to common AI-generated answers

  • Refreshing content to improve clarity, structure, and citation-worthiness

  • Conducting intent audits to realign pages with how users now ask questions

  • Publishing expert-led content that mirrors conversational AI queries

  • Creating capability pages to reinforce features referenced externally

  • Expanding long-form guides and competitor comparisons to capture research-stage demand

  • Updating “Who We Serve” pages to strengthen bottom-of-funnel relevance

The result: content designed not just to rank—but to be referenced.

Total Appearances e1768161910520

Technical SEO

Technical SEO remained a non-negotiable layer—especially as AI crawlers and LLMs increasingly rely on clean, structured signals.

Focus areas included:

  • Thematic internal linking to reinforce topical clusters

  • Conversion-focused on-page improvements (TOCs, CTA placement, layout clarity)

  • Homepage personalization by industry segment

  • Scalable title tag optimization for tighter query alignment

  • Preparing LLMs.txt files to guide AI crawler access and attribution

This ensured the brand was machine-readable, reference-ready, and conversion-optimized.

Author

  • cropped cropped circle image 1 1

    We’re the people at Pathloft who get called when growth “should be working” — but somehow isn’t.

    We spend our days untangling messy funnels, questionable metrics, and strategies that looked great in slides but struggled in the real world. This blog is where we think out loud, test ideas, and share patterns we’re seeing across modern B2B growth teams.

    No hype. No hacks. Just honest thinking from people who’ve sat in too many pipeline reviews to pretend everything is simple.

    View all posts

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