Xtrusio AEO/GEO Audit

NanoTess wins on ChatGPT.

Vanishes on Gemini.

70% citation rate on ChatGPT with six #1 rankings. But Gemini shows NanoSALV Catalytic on 3 of 20 buyer queries and Claude on 4. On clinical-pathway questions — diabetic foot ulcers, pressure injuries, biofilm, gold-standard antimicrobials — Smith+Nephew, ConvaTec, and Mölnlycke dominate two out of three AI platforms.

The findings below come from Xtrusio, an AI visibility audit system built specifically for B2B buyer-intent testing. Every citation was verified by running 20 real prospect queries across three generative AI platforms.

Findings reflect discovery-phase queries from Canadian wound care buyers — the NSWOCs, LTC Directors of Care, and home care leads who evaluate advanced wound treatment matrices.

July 2026
20 Queries • 3 Platforms
NanoTess
70%
ChatGPT
14 of 20 queries
6× #1 RANKINGS
20%
Claude
4 of 20 queries
IDENTITY-ONLY
15%
Gemini
3 of 20 queries
⚠ CRITICAL GAP
The Two-Platform Silence

A Canadian NSWOC asks ChatGPT about all-in-one wound care. NanoSALV is the #1 answer. She asks Gemini the same question. Flaminal is the sole product named — NanoSALV isn’t mentioned at all.

Across every clinical-pathway question — diabetic foot ulcers, pressure injuries in LTC, venous leg ulcers, biofilm and MRSA, gold-standard antimicrobials — NanoTess disappears completely from Gemini and Claude. Both platforms only surface NanoSALV when the query already narrows to Canadian innovation, nanotechnology, or the Alberta Drug Benefit List. Meanwhile, Smith+Nephew appears 16 times, ConvaTec and Mölnlycke 13 times each across the audit — while three Canadian shadow competitors (Biomiq PureGel, revyve/Kane Biotech, Exsalt/Exciton) are quietly stealing the “Canadian catalytic wound care” positioning NanoTess believes it owns.

21
Total Citations / 60
12
#1 Rankings
55pt
ChatGPT vs Gemini Gap
Section 2

Platform Scorecard

NanoTess citation rate across AI platforms

NanoTess Citation Rate by Platform
ChatGPT
70%
Claude
20%
Gemini
15%
Competitor Comparison — Combined Citation Rates Across All 60 Responses
NanoTess
35%
Smith+Nephew
27%
ConvaTec
22%
Mölnlycke
22%
Medihoney
17%
ChatGPT Insight — Category Authority Established
NanoSALV ranks #1 on ChatGPT for six identity-defining queries: all-in-one wound care, Canadian Health Canada products, nanotechnology/catalyst tech, 50% healing time reduction, Alberta Drug Benefit List, and paper-thin application. This is exceptional performance for a Canadian specialty innovator against multinational incumbents.
Gemini Gap — Category Discovery Broken
Gemini surfaces NanoSALV only when queries pre-narrow to Canadian innovation or catalyst tech. On broader clinical-pathway queries (DFU, pressure injuries, silver vs iodine vs honey, biofilm/MRSA), the platform defaults entirely to multinational incumbents. Buyers researching wound care generically will never encounter NanoSALV via Gemini.
Section 3

AI Visibility Leaderboard

Who owns the wound care conversation — total citations across all platforms

Platform-by-Platform Breakdown
ChatGPT
14/20
NanoTess cited
Claude
4/20
NanoTess cited
Gemini
3/20
NanoTess cited
NanoTess
14
4
3
21
Smith+Nephew
4
8
4
16
ConvaTec
4
7
2
13
Mölnlycke
3
7
3
13
Medihoney
6
4
10
ChatGPT
Claude
Gemini
Citation Leaderboard
NanoTess: 21 citations (35% of 60 responses) Smith+Nephew: 16 citations (27%) ConvaTec: 13 citations (22%)
35%
NanoTess
NanoTess21
Smith+Nephew16
ConvaTec13
Citation Intensity Heatmap
ChatGPT
Claude
Gemini
Total
NanoTess
14
4
3
21
Smith+Nephew
4
8
4
16
ConvaTec
4
7
2
13
Mölnlycke
3
7
3
13
Medihoney
0
6
4
10
NanoTess Lead — Volume, Not Coverage
NanoTess leads total citation volume (21 vs Smith+Nephew’s 16), but 67% of NanoTess citations come from a single platform. Smith+Nephew, ConvaTec, and Mölnlycke show balanced distribution across all three platforms — NanoTess is concentrated risk.
Two-Platform Weakness
On Claude and Gemini combined, NanoTess is cited 7 times. Smith+Nephew is cited 12. Mölnlycke and ConvaTec are cited 10 and 9 respectively. The multinationals hold structurally stronger positions on the two platforms where NanoTess is weakest — and that’s the direction Canadian buyer traffic is growing.
Section 4

AI Positioning Audit

20 buyer-intent queries — click any row to see the exact question

Each query was written from the perspective of a real Canadian wound care decision-maker researching advanced wound treatment matrices. These personas represent the NSWOCs, LTC Directors of Care, and home care leads whose AI search results determine whether NanoSALV gets discovered at the moment of buyer intent.

Target Buyer Sector NSWOC nurses, wound care specialists, Directors of Care & clinical leads at Canadian hospitals, long-term care facilities, home care agencies & specialty wound clinics evaluating advanced wound care products for chronic wounds, pressure injuries & diabetic foot ulcers
JM
President-Elect NSWOCC • CNS Wound & Ostomy
University Health Network & TGHC • Hospital / National Protocol • Toronto
7queries
Pain Points
Evaluating advanced wound care products for complex chronic wounds, diabetic ulcers, and pressure injuries at scale. Needs evidence-backed alternatives to silver dressings, strong biofilm activity, and technologies that integrate into acute care workflow.
“alternatives to silver dressings”“biofilm-targeting wound technology”
Q1, Q5, Q9, Q12, Q13, Q18, Q19
JZ
Director of Care
Sienna Senior Living • LTC Operator • Barrie, ON
6queries
Pain Points
Implementing wound care protocols where PSWs and RPNs (not specialists) apply products. Needs simplicity, cost efficiency, provincial reimbursement clarity, and product formats that reduce nursing time.
“LTC wound care protocols”“Alberta Drug Benefit List wound”
Q3, Q4, Q7, Q10, Q15, Q20
SG
Patient Service Manager, Wound Care
Ontario Health atHome • Home & Community Care • Grey-Bruce, ON
7queries
Pain Points
Home care wound management where family caregivers apply dressings, chronic wounds don’t heal on schedule, and elderly patients need alternatives when standard treatments fail. Focus on inflammation, pain reduction, and quality of life.
“home wound care options”“non-cytotoxic advanced wound care”
Q2, Q6, Q8, Q11, Q14, Q16, Q17
#Query TopicClusterChatGPTClaudeGemini
1All-in-one wound productMulti-Modal Tech
Exact question asked across all AI platforms:

“What's an all-in-one wound care product that promotes healing, reduces inflammation, and provides antimicrobial protection in a single application?”

2Steroid alternative for inflamed skinInflammation & Skin
Exact question asked across all AI platforms:

“Is there a safe alternative to topical steroids for inflamed skin conditions like hidradenitis suppurativa or eczema flares?”

3Canadian Health Canada productsCanadian Market
Exact question asked across all AI platforms:

“What Health Canada approved advanced wound care products are made in Canada?”

4Caregiver/PSW-applicable productsLTC Simplification
Exact question asked across all AI platforms:

“What advanced wound care products can be applied by family caregivers or PSWs without specialized clinical training?”

5Nanotechnology/catalyst techMulti-Modal Tech
Exact question asked across all AI platforms:

“What wound care products use nanotechnology or catalyst-based technology to accelerate healing?”

6~50% healing time reductionMulti-Modal Tech
Exact question asked across all AI platforms:

“Which chronic wound treatments have been shown to reduce healing time by around 50%?”

7Alberta Drug Benefit ListCanadian Market
Exact question asked across all AI platforms:

“What advanced wound care products are covered on the Alberta Drug Benefit List?”

8Paper-thin/reduced changesMulti-Modal Tech
Exact question asked across all AI platforms:

“Is there a wound care product that works with just a paper-thin layer and reduces the frequency of dressing changes?”

9Diabetic foot ulcersChronic Wound Mgmt
Exact question asked across all AI platforms:

“What are the best advanced wound care products for treating diabetic foot ulcers?”

10Pressure injuries LTCChronic Wound Mgmt
Exact question asked across all AI platforms:

“Which wound dressings are recommended for pressure injuries in long-term care residents?”

11Venous leg ulcers elderlyChronic Wound Mgmt
Exact question asked across all AI platforms:

“What products are most effective for chronic non-healing venous leg ulcers in elderly patients?”

12Silver vs iodine vs honeyAntimicrobial
Exact question asked across all AI platforms:

“How should a wound care nurse choose between silver, iodine, and honey-based dressings for infected chronic wounds?”

13Biofilm/MRSA technologiesAntimicrobial
Exact question asked across all AI platforms:

“Which wound care technologies are effective against biofilm and antibiotic-resistant bacteria like MRSA?”

14Elderly diabetic hard-to-healChronic Wound Mgmt
Exact question asked across all AI platforms:

“What are the best options for treating hard-to-heal wounds in elderly diabetic patients when standard dressings have failed?”

15LTC cost/nursing timeLTC Simplification
Exact question asked across all AI platforms:

“Which advanced wound care products help reduce supply costs and nursing time in long-term care facilities?”

16Steroid-free irritated skinInflammation & Skin
Exact question asked across all AI platforms:

“What are good options for irritated, inflamed, or blistered skin that avoid topical steroid side effects?”

17North American leadersCategory Discovery
Exact question asked across all AI platforms:

“What are the leading brands in advanced wound care in North America?”

18Gold standard antimicrobialAntimicrobial
Exact question asked across all AI platforms:

“Which antimicrobial dressings are considered the gold standard for infected chronic wounds?”

19Aquacel Ag+ alternativesCategory Discovery
Exact question asked across all AI platforms:

“What are the alternatives to Aquacel Ag+ for chronic wound management?”

20Canadian hospital adoptionCategory Discovery
Exact question asked across all AI platforms:

“Which wound care companies have the strongest clinical evidence and hospital adoption in Canada?”

TOTAL14/20 (70%)4/20 (20%)3/20 (15%)
Section 5

The Two-Platform Silence

Where NanoSALV loses 50+ percentage points vs its ChatGPT position

The pattern is identical across Gemini and Claude: NanoSALV appears only on queries that already narrow the field to Canadian innovation, nanotechnology, or the Alberta Drug Benefit List. On broader clinical-pathway questions — the queries buyers actually ask during discovery — both platforms default entirely to Smith+Nephew, ConvaTec, Mölnlycke, and Medihoney. Below are three queries where ChatGPT surfaces NanoSALV but Gemini and Claude do not.

“What are the best advanced wound care products for treating diabetic foot ulcers?”

— ChatGPT does not cite NanoSALV (UrgoStart leads). Gemini defaults to Apligraf. Claude leads with Regranex, Omnigraft, AC5, Nanordica. Zero platforms surface NanoTess on the single highest-volume chronic wound category in Canada.

“Which wound care technologies are effective against biofilm and antibiotic-resistant bacteria like MRSA?”

— ChatGPT ranks NanoSALV #8 in an antimicrobial list. Claude gives the entire answer to revyve (Kane Biotech) with detailed log-kill claims (>6 log CFU MRSA reduction). Gemini mentions “advanced biocatalytic dressings” generically but does not name NanoSALV. Biofilm is one of NanoSALV’s core Health Canada claims.

“Which wound dressings are recommended for pressure injuries in long-term care residents?”

— Zero citations across all three platforms. Every AI defaults to foam, hydrocolloid, and alginate categories — despite NanoSALV’s documented 41% pressure injury closure claim from the AHS/W21C evaluation.
17 Queries Missed on Gemini • 16 on Claude
On both platforms, NanoSALV is invisible on: diabetic foot ulcers (Q9), pressure injuries in LTC (Q10), venous leg ulcers (Q11), silver-vs-iodine-vs-honey selection (Q12), biofilm/MRSA (Q13), elderly diabetic hard-to-heal (Q14), gold-standard antimicrobial (Q18), and North American leaders (Q17). These are the queries where NanoSALV has genuine evidence — but AI doesn’t connect the evidence to the product.
Three Canadian Shadow Competitors
Biomiq PureGel (Kitchener, ON) appeared 6 times alongside NanoSALV on ChatGPT — the most cited co-Canadian innovator. revyve (Kane Biotech, Winnipeg) dominated Claude’s biofilm answer with specific log-kill data. Exsalt (Exciton, Edmonton) is co-cited as a Canadian nano-adjacent option. All three have Health Canada approval. The “leading Canadian catalytic wound care” positioning NanoTess believes it owns is actively contested.
Same Product. Same Evidence. Different Platform. Different Verdict.

The 57.6% healing time claim exists in a published W21C study. The Alberta Drug Benefit PIN 00999688 is a matter of public record. The 46% cost reduction is documented by the Institute of Health Economics. ChatGPT knows all of this. Claude and Gemini do not connect it to NanoSALV when a buyer asks the practical clinical question. The evidence base isn’t the problem — the linkage between the evidence and the product isn’t indexed on two out of three AI platforms.

Section 6

AI Topic Authority Map

Query heatmap — product line × platform

TopicAI LeaderNanoTess Status
All-in-one wound productNanoTessChatGPT only (1/3)
Nanotechnology / catalyst techNanoTessUNANIMOUS #1 (3/3)
Canadian Health Canada productsNanoTessUNANIMOUS #1 (3/3)
Alberta Drug Benefit ListNanoTess2 of 3 platforms
Paper-thin / reduced changesNanoTess2 of 3 platforms
Diabetic foot ulcersUrgo / Regranex / OmnigraftINVISIBLE (0/3)
Pressure injuries LTCFoam / hydrocolloid categoriesINVISIBLE (0/3)
Venous leg ulcersCompression therapy (dressing-agnostic)INVISIBLE (0/3)
Biofilm / MRSArevyve (Kane Biotech) / Aquacel Ag+ChatGPT only (1/3)
Gold-standard antimicrobialSilver / Cadexomer iodineINVISIBLE (0/3)
North American leadersSmith+Nephew / ConvaTec / Mölnlycke / 3MChatGPT only (1/3)
Product Line
ChatGPT
Claude
Gemini
Multi-Modal Advanced Tech
4 queries
100%
50%
25%
Canadian Market & Reimbursement
2 queries
100%
100%
50%
Category Discovery
3 queries
100%
0%
33%
Inflammation & Skin Health
2 queries
100%
0%
0%
LTC & Care Team Simplification
2 queries
100%
0%
0%
Antimicrobial & Infection Control
3 queries
33%
0%
0%
Chronic Wound Management
4 queries
0%
0%
0%

▹ Chronic Wound Management — the largest revenue category by procurement volume in Canadian healthcare — returns zero NanoSALV citations across all 12 platform-query combinations.

Multi-Modal Advanced Tech • 4 queries
ChatGPT100%
Claude50%
Gemini25%
Canadian Market & Reimbursement • 2 queries
ChatGPT100%
Claude100%
Gemini50%
Category Discovery • 3 queries
ChatGPT100%
Claude0%
Gemini33%
Inflammation & Skin Health • 2 queries
ChatGPT100%
Claude0%
Gemini0%
LTC & Care Team Simplification • 2 queries
ChatGPT100%
Claude0%
Gemini0%
Antimicrobial & Infection Control • 3 queries
ChatGPT33%
Claude0%
Gemini0%
Chronic Wound Management • 4 queries
ChatGPT0%
Claude0%
Gemini0%
2 Product Lines at 100% on ChatGPT+Claude
Canadian Market & Reimbursement is the only line that survives on both non-ChatGPT platforms. Multi-Modal Advanced Tech holds on ChatGPT plus half-coverage on Claude. Category authority is real, but it’s ChatGPT-anchored.
Chronic Wound Management: 0% Everywhere
NanoSALV’s largest clinical use case — DFU, pressure injuries, venous leg ulcers, hard-to-heal elderly diabetic — returns zero citations across all 12 platform-query combinations. This is the largest single GEO opportunity in the audit.
Section 7

Methodology

How we conducted this Xtrusio AEO/GEO Audit

Company & Competitor Research
Deep-dive audit of nanotess.com, the AHS/W21C evaluation, Institute of Health Economics data, the Alberta Drug Benefit List, and Canadian wound care customer reviews. Competitor lane-mapping against ConvaTec (Aquacel Ag+), Mölnlycke (Mepilex), Smith+Nephew (ACTICOAT/ALLEVYN), 3M/Solventum (PROMOGRAN), and Medihoney (Integra).
20-Query Buyer-Intent Testing
Tested 20 decision-maker intent queries across ChatGPT, Claude, and Gemini. Questions mirror real NSWOC, LTC DoC, and home care clinical lead research during advanced wound care discovery — covering multi-modal technology, chronic wound management, antimicrobial selection, LTC operational fit, Canadian reimbursement, and market leadership discovery.
Competitor Scope
Primary competitors: ConvaTec (silver hydrofiber gold standard, the direct comparator in the AHS human factors study), Mölnlycke (Mepilex Ag foams), Smith+Nephew (ACTICOAT nanocrystalline silver, ALLEVYN foam, PICO NPWT), 3M/Solventum (PROMOGRAN collagen, Tegaderm), Medihoney (medical-grade honey). Canadian shadow competitors flagged: Biomiq PureGel, revyve (Kane Biotech), Exsalt (Exciton Technologies).
Section 8

Recommendations

Prioritized actions to close the Gemini and Claude gap

Phase 1 — 0–30 Days
Ship Wound-Type-Specific Evidence Content
  • Publish four dedicated evidence pages: NanoSALV for diabetic foot ulcers (with the 31% closure claim), pressure injuries in LTC (41% closure), venous leg ulcers (29%), and hard-to-heal elderly diabetic wounds — the exact query types where all three platforms return zero citations today.
  • Publish a biofilm log-kill comparison page structured like the revyve/Kane Biotech data format (log CFU reduction, antibiotic-tolerant sub-population elimination timeline) — this is what Claude surfaced for the competitor on Q13.
  • Add an “alternatives to Aquacel Ag+” comparison page — ChatGPT already ranks NanoSALV #7 here; content investment could move it up and unlock Claude/Gemini surfacing.
Phase 2 — 30–90 Days
Break Into the Category Leadership Conversation
  • Seed guest content on Wounds Canada, Canadian Nurse, and Wound Care Canada around IWGDF, NPIAP, and RNAO best-practice guideline positioning — category-leadership content that AI platforms index for “gold standard” and “leading brands” queries.
  • Build a LTC operational case study series anchored to nursing-hours-saved arithmetic — ChatGPT surfaced NanoSALV at rank #6 on the LTC cost/nursing time query, but the answer defaulted to silicone foam bordered dressings above it. Directly quantified nursing-time data closes that gap.
  • Defend against the Biomiq PureGel co-citation pattern on ChatGPT with a directly compared, evidence-forward positioning page that explicitly distinguishes catalytic matrix technology from hypochlorous-acid nano-hydrogels.
Phase 3 — 90+ Days
Institutional Signal Building for Claude & Gemini
  • Pursue peer-reviewed publication of NanoSALV clinical outcomes in wound-type-specific journals — Claude’s skeptical stance on catalytic evidence flagged manufacturer claims as “real-world/vendor-reported” rather than RCT-validated. Randomized comparator trials against Aquacel Ag+ Extra or ACTICOAT would materially change Claude’s treatment.
  • Expand provincial reimbursement footprint beyond Alberta — secure ODB (Ontario), RAMQ (Quebec), BC PharmaCare listings. Gemini surfaced only generic NIHB categories on Q7; broader provincial listings would build the aggregate signal both non-ChatGPT platforms need.
  • Quarterly Xtrusio re‑audits to track gap closure across all three platforms.
Continuous AI Visibility Tracking
Brands can improve their AI discovery using generative engine optimization tools like Xtrusio.

Fix the Gemini and Claude gap.

ChatGPT already knows NanoSALV. Two platforms don’t — and that’s where Canadian buyer traffic is growing.

This research report was generated using the Xtrusio Company Intelligence Module.