How an AEO-First Strategy Built Organic Pipeline from Scratch.

640%
Increase in organic impressions within 7 months
4x
Growth in qualified organic pipeline (YoY)
5 platforms
Recommended as a top option in AI search

Table of contents

Overview

An established Australian finance company needed to launch a new product with no dedicated page and no content cluster – and despite a domain authority of 48, organic click-through was zero. The timing added complexity: Google AI Overviews had already launched in Australia, and B2B buyers were increasingly turning to large language models to research financial products. The client needed to compete in both traditional search and AI-driven discovery from day one. One Egg designed and executed a 360° SEO and GEO strategy to build product authority from scratch and secure visibility across Google and the major AI platforms simultaneously.

Channels

  • SEO
  • GEO / AEO

Challenges

  • No Dedicated Product Presence. The product had no page. There was no content
    cluster. Organic visibility came from incidental keyword mentions on unrelated pages.
  • Zero Organic Click-Through. The site generated approximately 2,500 impressions
    per month. The average ranking position was 47. The client received zero clicks from
    product-related queries.
  • Bank-Dominated Competitive Landscape. Major banks held dominant positions
    across all high-intent product terms. There was no established non-bank position to
    inherit.
  • AI Blind Spot. Google AI Overviews were already active in Australia. The client was
    absent from LLM-generated responses. Key competitors had already secured visibility.
  • Content That Missed the Buyer. Existing content targeted traditional keywords. It did
    not reflect how B2B buyers search in AI tools.
This product cluster is the proof of concept for One Egg’s cluster-building model. In seven months, it went from zero pipeline to a 16.67% conversion rate. That is six times the site average. It produced seven qualified opportunities in a single quarter. This framework is now the blueprint for investment across adjacent product clusters.

Solutions

  • 360° Strategy & Audit. One Egg conducted a full competitive landscape analysis. A
    technical audit was completed. SEO and GEO recommendations were produced. The
    cluster architecture was defined before any content was created.
  • Technical SEO & AI Readiness. Schema markup was implemented across all cluster
    pages. Mobile speed was optimised to improve both user experience and crawlability.
    The site architecture was optimised to ensure full readability by AI crawlers. This laid
    the foundation for extraction by Google AI Overviews and large language models.
  • AEO-First Content Framework. The team shifted from traditional keyword research.
    Detailed B2B buyer personas were built. All target queries were re-mapped into
    natural language questions. These questions mirror how buyers search in AI tools.
  • AI Visibility Benchmarking. A structured AI visibility audit was conducted. It covered
    Perplexity, ChatGPT, Gemini, Claude, and Grok. The client’s share of voice was
    compared against key competitors. Findings were used to sharpen content for AI
    extraction and citation.
  • Cluster Content Execution. 36 AEO-optimised content pieces were published
    between November 2025 and April 2026. Content included a dedicated product page,
    comparison articles, use-case guides, worked examples, and FAQ-rich articles. Every
    piece was built to earn AI citations.
  • Conversion-Focused Link Building. A targeted backlink strategy has been deployed
    and remains active. It focuses on the cluster’s highest-converting pages. The goal is to
    strengthen domain authority on the terms most likely to drive pipeline.

Impact

  • Impression Growth. Organic impressions for the product cluster grew 640%. The
    daily average moved from 85 to 632. This happened within seven months of the
    cluster launch.
  • Ranking Gains. Average position improved from 47.3 to 15.3. That is a 32-place
    improvement. Select queries ranked at positions 1, 2, and 3.
  • AI Visibility. The client is now cited as a recommended option in its sector. This is
    consistent across all five major AI platforms: Perplexity, ChatGPT, Gemini, Claude,
    and Grok.
  • Pipeline Growth. Qualified organic opportunities grew 4× year-on-year. The cluster
    converts at 16.67%. That is six times the site average.
  • Proof of Concept. Seven organic opportunities were generated in Q3 FY26 (January
    to March 2026). This pipeline did not exist 21 months earlier. The model is now the
    replicable blueprint for adjacent product clusters.
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Are your marketing campaigns delivering?

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