Vitruvi AI Visibility Market Strategy Report - Essential Oil

Answer Capsule

Vitruvi holds a narrow but real recommendation pocket in the October 2026 Essential Oil benchmark, with valid recommendation coverage of 7.55% and a rank-one rate of 3.56% across 477 qualified observations. The brand is present in 9.01% of qualified observations but is recommended in only 7.55%, a conversion gap that places it well behind category leader Plant Therapy at 81.55% coverage and Edens Garden at 57.44%. Vitruvi's clearest win is its rank-one efficiency: when it does receive a valid recommendation, it is named first 3.56% of the time, a rate that exceeds several larger brands including Aura Cacia and Rocky Mountain Oils. Its clearest weakness is scale: the brand appears in fewer than one in ten qualified observations, and its top-three rate of 5.87% leaves it outside the shortlist in the vast majority of buyer-intent prompts. The clearest opportunity is to convert its existing positive sentiment and rank-one efficiency into broader top-three inclusion across the Brand Recommendation cluster.

Who This Report Is For

This report is written for Vitruvi's marketing, brand, and ecommerce leadership, and for category analysts tracking how essential oil brands are recommended across AI search surfaces. It is a benchmark-based analysis of public AI recommendation data, not a client engagement result.

Report Card

Executive Summary

Vitruvi enters October 2026 with a raw mention presence rate of 9.01% and a valid recommendation coverage of 7.55% across 477 qualified observations in the Essential Oil category. The gap between presence and recommendation is modest in absolute terms, but the brand's overall footprint is small: it was mentioned in 43 of 477 qualified observations and received 36 valid recommendations. In a category where the leader, Plant Therapy, is present in 88.47% of observations and recommended in 81.55%, Vitruvi operates at roughly one-tenth the scale of the category leader.

The brand's mention profile is overwhelmingly positive. Of 43 mentions, 37 were positive, 6 were neutral, and none were negative, producing a net sentiment score of 0.8605. That is the second-highest sentiment score among tracked brands with meaningful presence, behind Edens Garden at 0.9450 and ahead of Rocky Mountain Oils at 0.9312. Vitruvi is not being framed negatively by AI systems. It is being framed positively but infrequently.

Vitruvi's strongest platform signal is Perplexity, where it holds a rank-one rate of 8.70% and a captured share of AI opportunity of 68.18%, the highest platform-level capture rate in its profile. Google AI Overviews is its largest platform by absolute recommendation volume, contributing 11 valid recommendations and a rank-one rate of 1.43%. ChatGPT and Copilot contribute smaller but positive signals, with rank-one rates of 2.17% and 2.13% respectively.

The clearest platform gap is Gemini, where Vitruvi received only 3 valid recommendations across 54 observations, a coverage rate of 5.56%. Copilot produced 4 mentions but no captured recommendation value for the brand, indicating presence without recommendation conversion on that surface.

The strongest cluster signal is C01, Best Essential Oils: Discovery and Evaluation, which is the only cluster with sufficient data in the October 2026 benchmark. Within that cluster, Vitruvi's top-three rate of 5.87% and rank-one rate of 3.56% place it eighth by coverage among ten tracked brands. The brand is visible but under-recommended relative to its positive framing.

The weakest cluster signal is the absence of data in C02 (Brand and Product Comparisons) and C03 (Pricing and Value). The public benchmark does not yet contain qualified observations in those clusters, so Vitruvi's performance in comparison and pricing contexts cannot be assessed from this dataset.

What Vitruvi Is Winning

Questions This Section Answers

• How efficiently does Vitruvi convert its valid recommendations into rank-one placements?
• Where does Vitruvi's sentiment profile stand relative to other essential oil brands?

Vitruvi's clearest win is its rank-one efficiency relative to its overall coverage. With a rank-one rate of 3.56% and a valid recommendation coverage of 7.55%, the brand converts nearly half of its valid recommendations into first-position placements. That ratio exceeds Aura Cacia (0.84% rank-one against 34.38% coverage), Rocky Mountain Oils (0.63% rank-one against 47.59% coverage), and Edens Garden (2.73% rank-one against 57.44% coverage). When AI systems do recommend Vitruvi, they are more likely to name it first than several brands with far larger footprints.

The brand's second win is its sentiment profile. With 37 positive mentions, 6 neutral, and zero negative, Vitruvi's net sentiment score of 0.8605 reflects a framing environment free of cautionary or negative treatment. This is a meaningful foundation: the brand is not fighting negative narratives in AI responses.

A third narrow win is Perplexity. Vitruvi's rank-one rate on Perplexity is 8.70%, and its captured share of AI opportunity on that platform is 68.18%, the highest single-platform capture rate in its profile. Perplexity represents a small but efficient recommendation pocket for the brand.

These wins are real but narrow. Vitruvi's absolute recommendation volume remains low, and its top-three rate of 5.87% means it is excluded from the shortlist in more than 94% of qualified observations.

Where Vitruvi Has the Clearest AI Visibility Gaps

Questions This Section Answers

• How far behind Plant Therapy and Edens Garden is Vitruvi's top-three inclusion rate?
• Which platform is Vitruvi's recommendation value most concentrated in, and where is it failing to convert?
• What data limitation prevents measuring Vitruvi's performance in comparison and pricing prompts?

The clearest gap is scale of inclusion. Vitruvi appears in the top three in only 5.87% of qualified observations, compared to Plant Therapy at 77.36%, Edens Garden at 47.59%, and Rocky Mountain Oils at 38.36%. The brand is not being displaced by a single competitor. It is being omitted from shortlists across the category.

The second gap is platform concentration. Vitruvi's recommendation value is heavily concentrated in Google AI Overviews, which accounts for 11 of its 36 valid recommendations and the majority of its captured recommendation value. On Copilot, the brand received zero captured recommendation value despite 4 mentions, indicating that presence on that surface is not converting into recommendation credit. On Gemini, coverage is 5.56%, well below the brand's overall rate.

The third gap is the absence of comparison and pricing cluster data. The public benchmark does not yet contain qualified observations in C02 or C03, so Vitruvi's ability to win head-to-head comparisons or pricing-related prompts cannot be measured. This is a data limitation, not a confirmed weakness, but it means the brand's competitive position in those buyer-intent contexts is unknown.

Relative to Edens Garden, the second-place brand, Vitruvi's coverage gap is 49.89 percentage points. Relative to Plant Therapy, the gap is 74.00 percentage points. The brand is not competing for the top position. It is competing for inclusion.

Biggest Opportunity

Questions This Section Answers

• What would converting Vitruvi's positive sentiment and rank-one efficiency into broader top-three inclusion actually require?
• Which prompt types currently surface Vitruvi and where could its public evidence layer be more retrievable?

Vitruvi's biggest opportunity is to convert its positive sentiment and rank-one efficiency into broader top-three inclusion within the Brand Recommendation cluster. The brand already receives favorable framing and, when recommended, is often named first. The constraint is frequency: it appears in fewer than one in ten qualified observations.

Closing that gap means increasing the number of high-intent prompts where Vitruvi is retrieved and considered. The prompt examples in the dataset include discovery-oriented queries such as "What's the best home diffuser?" and "What is the best essential oil diffuser for home?" as well as ingredient-specific prompts like "frankincense," "peppermint oil," and "rosemary oil." These are consideration-stage prompts where Vitruvi's positive framing could translate into shortlist inclusion if the brand's public evidence layer were more retrievable.

The opportunity is not to change how AI systems frame Vitruvi. It is to increase how often they surface the brand at all.

Competitive Landscape

Questions This Section Answers

• How does Vitruvi's top-three rate compare to Plant Therapy, Edens Garden, and Rocky Mountain Oils?
• What does Vitruvi's third-place average recommended rank but seventh-place top-three rate reveal about its recommendation pattern?

Plant Therapy holds dominant recommendation power in the Essential Oil category, with Edens Garden as the strongest challenger and Rocky Mountain Oils as the third-ranked brand by top-three rate. Vitruvi sits in the lower tier of the tracked set, with recommendation strength concentrated in a narrow pocket of rank-one placements rather than broad shortlist inclusion.

Average recommended rank covers rank-eligible recommendations only.

Vitruvi ranks seventh by top-three rate but fourth by rank-one rate and third by average recommended rank. The table shows a brand that is rarely included in shortlists but, when included, tends to be placed high. That pattern is consistent with a narrow but efficient recommendation pocket rather than broad category presence.

Prompt Evidence

Questions This Section Answers

• On which prompts did Vitruvi receive a rank-one recommendation versus a mention without recommendation credit?
• What happened when Vitruvi was recommended on Gemini for rosemary oil?

Google AI Overviews / Brand Recommendation Prompt: "What is the best essential oil diffuser for home?" Result: Vitruvi received a valid recommendation with a rank-one placement, contributing to its 1.43% rank-one rate on this platform.

Copilot / Brand Recommendation Prompt: "What's the best home diffuser?" Result: Vitruvi was mentioned but received no captured recommendation value on Copilot, reflecting presence without recommendation conversion on that surface.

Perplexity / Brand Recommendation Prompt: "essential oils" Result: Vitruvi received a valid recommendation with a rank-one placement, contributing to its 8.70% rank-one rate on Perplexity.

Gemini / Brand Recommendation Prompt: "rosemary oil" Result: Vitruvi received a valid recommendation but was not placed in the top three, consistent with its 5.56% coverage rate on Gemini.

What CiteWorks Studio Would Do Next

Questions This Section Answers

• Which phases address Vitruvi's retrieval and recommendation gaps across the six tracked platforms?
• How does the proposed plan convert Vitruvi's existing mentions into shortlist inclusion?

Phase 1: AI Market Discovery Audit Map Vitruvi's prompt-level presence across all six tracked platforms to identify which discovery, ingredient, and use-case prompts surface the brand and which do not.

Phase 2: Recommendation Readiness Plan Prioritize the prompts where Vitruvi is present but not recommended, and build a plan to convert those mentions into shortlist inclusion.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned pages and product content so that AI systems can retrieve clear, structured answers about Vitruvi's positioning, ingredients, and use cases.

Phase 4: Citation and Authority Layer Development Expand the public evidence layer, including third-party reviews, retailer pages, and editorial coverage, so that AI systems have more retrievable sources to draw from when forming recommendations.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Vitruvi's coverage, top-three rate, rank-one rate, and sentiment month over month to measure whether the brand is moving from occasional mention to consistent shortlist inclusion.

Why This Matters

Questions This Section Answers

• What is the commercial difference between being mentioned positively and being recommended in AI responses?
• Why is Vitruvi's positive sentiment and rank-one efficiency insufficient without broader inclusion?

AI presence alone is not enough. Vitruvi is mentioned positively in AI responses, but it is recommended in fewer than one in ten qualified observations. In a category where buyers increasingly form shortlists through AI-generated recommendations, being mentioned without being recommended is a visibility outcome, not a commercial one.

The next move is targeted correction of the prompt, page, and citation layers that determine whether Vitruvi is retrieved and recommended. The brand's positive framing and rank-one efficiency are assets. The work is to make them count in more buyer-intent moments.

Core Metrics

Sentiment Score

Questions This Section Answers

• How is Vitruvi's net sentiment score calculated from its mentions?
• Why is classified sentiment more useful than raw mention counts for interpreting AI visibility?

Sentiment Score = (positive mentions x 1 + neutral mentions x 0 + negative mentions x -1) / total mentions

For Vitruvi, the calculation is (37 x 1 + 6 x 0 + 0 x -1) / 43 = 0.8605.

This score matters because unclassified mention counts are misleading. A brand that is mentioned frequently but framed negatively is not in the same position as a brand that is mentioned less often but framed positively. Vitruvi's score of 0.8605 reflects a framing environment where the brand is treated favorably when it appears.

Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, and Vitruvi's classified sentiment is strongly positive.

Sentiment by Platform

Questions This Section Answers

• Which platform shows the strongest positive recommendation signal for Vitruvi?
• On which platform is Vitruvi present but not recommendation-led?

Methodology

1. This report is a benchmark-based analysis of Vitruvi's AI recommendation visibility in the Essential Oil category for October 2026. It is not a client engagement result.
2. The reporting window is October 2026, with comparison to the July 2026 baseline where available.
3. Six AI and search surface families were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
4. The October 2026 benchmark began with 800 prompt-surface observations and produced 477 qualified observations after relevance and qualification filtering.
5. The competitor universe includes ten tracked brands: Aura Cacia, doTERRA, Edens Garden, NOW Foods, Plant Therapy, Public Goods, Revive Essential Oils, Rocky Mountain Oils, Vitruvi, and Young Living.
6. One public high-intent cluster had sufficient data in October 2026: C01, Best Essential Oils, Discovery and Evaluation. Clusters C02 (Brand and Product Comparisons) and C03 (Pricing and Value) had no qualified observations.
7. Stage 0 extraction retained the query, AI or search surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources.
8. A mention is counted when a tracked brand appears in a qualified observation, regardless of whether it is recommended.
9. A valid recommendation is counted when the dataset explicitly marks the brand as receiving a valid recommendation, not merely a mention or a neutral reference.
10. Brand-level percentages use the 477 qualified observations as the denominator, not the 800 raw prompt-surface observations.
11. Average recommended rank covers rank-eligible recommendations only. Brands with no rank-eligible recommendations are shown as N/A.
12. Source presence in AI responses is evidence about the information environment. It is not automatically proof that a source caused a recommendation.

See How AI Is Recommending Your Brand

The public benchmark shows where Vitruvi stands in AI-generated recommendations across the Essential Oil category. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and evidence sources shaping those recommendations into a prioritized strategy. If you want to see where Vitruvi is being recommended, where it is being omitted, and which sources are influencing those outcomes, an AI visibility audit is the next step.