Canadian Medical Devices Provider: Page-One Positions More Than Tripled, Traffic Up 461%, and 563 AI Overview Citations

The Partnership

This case study isn’t about links. It’s about what happens when a strategic partnership compounds over two years.

A Canadian medical devices enterprise came to us operating in one of the most scrutinized verticals online — YMYL health technology, primarily serving the Canadian market. The brand had deep product expertise and a comprehensive content library, but organic visibility wasn’t matching the quality of what they offered.

What made this engagement different from day one was the person on the other side. The client’s head of marketing and search is an enterprise-level operator who treats link building as strategic infrastructure, not a line item. From the first session, they were in the data with us — reviewing competitive landscapes, evaluating publisher quality against their internal compliance standards, and co-directing strategy based on their market position.

The engagement started at Growth tier — a measured commitment to validate the methodology against their specific constraints before increasing exposure. As results compounded and trust deepened, budget expanded every quarter:

A sophisticated enterprise team doesn’t consistently grow their investment from Growth to Advisory over two years, quarter over quarter, unless the work is producing tangible, substantial ROI. They have internal revenue data, conversion attribution, and pipeline metrics we can’t show here. They expanded because the numbers justified it — every quarter.

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AI Visibility — The Modern Search Story

This is the 2026 reality: traditional rankings and AI citations are now two sides of the same coin. The same editorial authority that drives organic positions also determines whether AI platforms cite your brand — or your competitor’s.

Here’s what 468 strategic placements on real publisher sites produced across AI platforms:

AI Platform	Responses	Pages Cited
Google AI Overviews	563	158 pages
Google AI Mode	432	186 pages
Perplexity	77	41 pages
Google Gemini	50	36 pages
ChatGPT	22	17 pages
Microsoft Copilot	11	19 pages

Roughly 1,155 AI responses across 256 cited pages — five active platforms plus AI Overviews. (Grok is currently paused in Ahrefs’ index, so it reports zero.)

The mechanism isn’t mysterious. When AI models retrieve from the web, they find this brand referenced across hundreds of legitimate editorial contexts — including contexts that mention competitors by name.

That’s how a medical devices brand ends up appearing in AI Overviews when someone searches for a competitor’s name. The editorial consensus we built across the web contributes to the Layer-2 trust signals AI source selection appears to use, per patent application US20240289407A1 (pending). This is competitive displacement at the AI layer — driven by the same editorial authority that drives traditional rankings.

This isn’t a side effect of link building. It’s the new frontier of what editorial consensus produces — and it’s where the ROI of strategic placements on real publisher sites becomes most visible.

Read more about how strategic link building drives AI search visibility.

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The Challenge

The constraints that shaped every decision in this campaign:

• YMYL scrutiny. Health-technology pages face Google’s strictest quality thresholds. Content had to demonstrate genuine expertise, and the off-page profile had to match — every placement on the wrong site creates more risk than ten placements on the right ones.
• Canadian geographic focus. The target audience was primarily Canadian, compressing the available publisher pool dramatically compared to a US or global campaign.
• Decaying inherited authority. The existing link profile was built on aging legacy backlinks that were actively deteriorating. Within six months of engagement start, many of those historical links would fall off entirely.
• 500+ domain blocklist. By mid-campaign, the internal blocklist exceeded 500 domains — sites rejected for manipulated metrics, guest-post advertising, adult adjacency, or insufficient topical relevance. In a geo-constrained health niche, that’s the majority of the addressable publisher pool.

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How We Work

Building the links is 1% of what happens in an Advisory engagement. This is the other 99%.

For two years, we’ve met with this team regularly. Every session is a deep dive — competitors, positioning, content gaps, placement strategy, what’s shifting in the market. We’ve gone beyond links into on-page optimization, user experience, content strategy, and competitive intelligence. The fine-tuning never stops.

Layer	What Happens	Cadence
Strategy	Competitive landscape analysis, SERP position mapping, goal alignment with client’s head of search	Regular sessions — ongoing for 2 years
Intelligence	Competitor link profile monitoring, content gap identification, algorithm update impact analysis	Continuous
Architecture	Target URL selection and rotation, anchor text distribution engineering, brand mention vs. keyword anchor balance	Monthly review, quarterly recalibration
Narrative	Guest post angle refinement, topical alignment with client’s content strategy, publisher vertical matching	Evolved throughout campaign
Execution	Publisher prospecting, site-by-site vetting (traffic, topical relevance, editorial quality), placement delivery	Weekly pipeline, monthly delivery
Reporting	Full link report (every placement documented), anchor distribution analysis, indexed status tracking, follow/nofollow audit	Monthly deliverable

What 2 years of fine-tuning looks like:

• Anchor strategy evolved: Started with balanced commercial anchors, progressively shifted heavier on brand mentions as authority grew — reducing over-optimization risk while building brand-level signals
• Placement site types narrowed: Began with health/wellness general publishers, narrowed over time to medical-device-adjacent editorial sites that genuinely serve the audience
• Velocity became quality-gated: Scaled from 10/month (proving phase) to 35/month (growth phase), then at Advisory, velocity became a function of quality — some months fewer placements at significantly higher individual value
• Target URL rotation: Started homepage-heavy (37.6% of links), progressively shifted to inner commercial pages as domain authority solidified — distributing equity where it drives conversions
• Guest post narratives refined: Topics evolved from generic health content to specialist narratives matching the client’s content calendar and competitive positioning

468 total placements. Average host traffic 10,011 visitors/month. Median host traffic 2,098 visitors/month. These are real publisher sites with real readership — not metrics-inflated shells.

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The Evidence

Here’s what two years of strategic link building produces.

Phase 1: Building Through Decay (Months 1–10)

The inherited link profile had been dying for years before we started. Legacy backlinks were falling off in waves — and within 7 months, Domain Rating (DR) dropped from its inherited level to a fraction of where it started.

This is what happens when a domain runs on borrowed authority without active maintenance. The question was never whether the inherited links would decay — it was when.

Our campaign didn’t cause the deterioration. What it did was hold traffic steady at roughly 2,000/month while the legacy foundation eroded beneath it. The new links we were building were carrying weight immediately, compensating for decaying equity in real time. Traffic didn’t drop. That’s the signal.

Phase 2: Clean Foundation (Months 11–18)

With legacy links fully purged, the new campaign links became the entire foundation — and they performed:

• Traffic began climbing steadily off the ~2,000/month floor
• Keyword positions started consolidating out of page two and onto page one
• Month 12 was the inflection point — the compound effect activated after sustained, consistent pressure

The authority was now entirely earned, not inherited. Every referring domain, every editorial placement, every anchor — built from the ground up on vetted, topically relevant publisher sites.

Phase 3: Advisory Acceleration (Months 19–28)

The Advisory phase introduced fully bespoke curation — every placement hand-vetted by our team, then reviewed and approved by the client’s head of search before execution. Individual placements ranged from standard guest posts to premium editorial features, each selected for strategic fit.

• Traffic reached 11,446/month — more than five times the starting point
• 1,170 keyword positions now sit on page one, with 396 in the top three — up from 330 and 121
• Referring domains grew to 2,940, and Domain Rating recovered to 62
• Performance improved through every algorithm update — each update narrowed the path toward exactly what we were building

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The Outcome

Metric	Start	Current	Change
Organic Traffic	2,041/mo	11,446/mo	+461%
Page-One Positions (1–10)	330	1,170	+254%
Top 3 Positions	121	396	+227%
Domain Rating	—	62	Recovered from inherited decay
AI Overview Citations	0	563	New signal
Total AI Responses	0	~1,155	5 platforms + AI Overviews
Referring Domains	240	2,940	+1,125%
Engagement Tier	Growth	Advisory	Budget expanded every quarter
Algorithm Updates	—	7	Performance improved through each

Figures from Ahrefs, all measured from the engagement start on 1 June 2024. Traffic and referring domains to 8 September 2026; keyword position counts to 24 September 2026, taken from the Organic positions report (all locations).

What the numbers don’t show

• The brand now appears in AI Overviews for competitor-name queries. When someone searches for a competing manufacturer in this space, AI platforms reference our client as an alternative. That’s competitive displacement at the AI layer — driven by the same editorial authority that drives traditional rankings.
• The keyword profile consolidated. At the start, 317 keywords — nearly half the profile — sat on page two. Top-three positions have since grown from 121 to 396: visibility didn’t just widen, it climbed into the positions that convert.
• Commercial keywords dominate the top positions. The brand now ranks in top positions for high-intent queries across its core product categories — the queries that drive device sales and subscription sign-ups.

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What This Case Study Teaches

The budget expansion is the proof

A sophisticated enterprise team doesn’t consistently grow their investment from Growth to Advisory over two years, quarter over quarter, unless the work is producing tangible, substantial ROI. They have internal data we can’t show — revenue attribution, pipeline metrics, conversion data. They chose to expand because the numbers justified it.

Links are 1%. Strategy is 99%.

Two years of competitive deep dives, anchor architecture, narrative fine-tuning, placement site evolution, and velocity calibration. The placements are the delivery mechanism. The work is everything that determines which sites, which anchors, which pages, at what pace, and why.

Editorial authority translates to AI citation

468 placements on real publisher sites produced roughly 1,155 AI responses across five platforms plus AI Overviews. The mechanism is editorial consensus — AI models retrieve from the same web that traditional search indexes. Strategic placements on legitimate publishers don’t just build links. They build the retrieval surface that AI systems use to determine what brands to cite.

Consistency creates compounding

Page-one positions went from 330 to 1,170 — more than tripling across the engagement. The curve accelerated, not flattened. Each month of sustained quality pressure widened the competitive gap — and each algorithm update narrowed the path toward exactly what we were building.