Competitor analysis · Medical 3D & XR market
Mapping a 3-competitor market in medical 3D & XR
A side-by-side analysis of three established players in 3D anatomy and medical XR software, covering three years of traffic, channels, geography, search visibility and backlinks, to show a client where the market was open.
- 3
- competitors analyzed side by side
- 2022-2024
- traffic and channel trends
- 0
- competitors running paid search ads
- < 500
- organic search visits a month, even for the leader
The challenge
The client needed to know where a market of established 3D anatomy and medical XR software players was open. Each competitor was analyzed across the same seven areas: engagement, traffic trend, geography, marketing channels, referral sources, organic keywords and backlink profile.
What I did
The client received three full reports, 35-38 pages each, one per competitor:
- Engagement and traffic trend for 2022, 2023 and the first half of 2024
- Geography, device split and marketing channel mix for each year
- Referral sources and outgoing traffic, to spot partnership opportunities
- Top pages, subfolders and subdomains by traffic
- Organic keywords by intent, branded vs. non-branded search and paid keyword check
- Backlink profile: top anchors, referring domains and link types
Three competitors, side by side
| Metric | Competitor A3D anatomy platform | Competitor BMedical XR | Competitor CMedical AI / XR |
|---|---|---|---|
| Visits, 2022 | 168.9K | 28.2K | 14.5K |
| Visits, 2023 | 96.1K | 13.2K | 13.3K |
| Visits, Jan-Jun 2024 | 30.1K | 46.1K | 4.0K |
| Bounce rate, 2024 | 66.5% | 96.4% | 76.2% |
| Authority Score | 23 | 23 | 21 |
| Organic search visits / month | 475 | 93 | 379 |
| Ranking keywords | 871 | 707 | 181 |
| Backlinks · referring domains | 12.7K · 1.3K | 5.7K · 335 | 802 · 235 |
| Paid search ads | None | None | None |
| Top organic market | Indonesia (66%) | United States (99%) | Australia (22%) |
Competitor names withheld. Semrush traffic figures are estimates and are best used for comparison, not as exact counts.
Four openings in the market
- The leader is losing ground. Competitor A has the strongest backlink profile (1.3K referring domains), yet its visits fell from 168.9K in 2022 to 96.1K in 2023, and only 30.1K in the first half of 2024. Its audience is up for grabs.
- Organic search is almost empty. No competitor gets more than about 500 organic visits a month. A focused content strategy on anatomy and medical-training keywords could take the top organic position quickly.
- No one is bidding on search ads. None of the three ran paid search campaigns. A small, targeted Google Ads test could capture high-intent searches with no direct competition.
- Traffic quality is weak. Competitor B's visits rose in 2024, but 96% bounce after one page. Volume without engagement shows there is room for a site that actually answers what visitors came for.
Why it worked
Same seven areas for every competitor
Comparing engagement, traffic, geography, channels, referrals, keywords and backlinks the same way made the gaps easy to see.
Three years of trend, not a snapshot
2022, 2023 and the first half of 2024 showed the leader losing ground, not just where it stood.
Findings tied to actions
Each opening points to a concrete move: content, authority links or a small Google Ads test.
The key finding
In a market where even the leader barely shows up in organic search, the fastest path to visibility is consistent, keyword-led content plus authority links, not outspending competitors.
Questions about this project
What does a competitor analysis report include?
In this project, three full reports of 35-38 pages each covered traffic trends, geography, device split, channel mix, referral sources, top pages, organic and paid keywords, and backlink profiles.
What was the biggest opening in the medical XR market?
Organic search was almost empty: no competitor got more than about 500 organic visits a month, and none ran paid search ads.
Competitor names withheld. Data from Semrush, mid-2024. Semrush traffic figures are estimates and are best used for comparison, not as exact counts.
