Vitruvi AI Market Strategy Report - Essential Oils

Answer Capsule

Vitruvi holds the highest positive sentiment rate in the essential oil category, with a net sentiment score of 0.75, yet appears in only 5.95% of AI observations and converts just 2.74% of those appearances into valid recommendations. The brand performs strongest in comparison-focused queries, capturing $223,059 in modeled monthly AI Authority Value in the evaluation cluster, but remains nearly invisible in consideration-stage prompts where the largest buyer opportunity sits.

Who This Report Is For

This report is for Vitruvi's marketing, brand strategy, and digital leadership teams evaluating how AI-generated recommendations are shaping buyer discovery in the essential oil category.

Report Card

• Report type: AI Company Market Strategy Report
• Target company: Vitruvi
• Category / market studied: Essential Oil
• Reporting month: June 2026
• AI platforms tracked: ChatGPT, Gemini, Copilot, Perplexity, Google AI Mode, Google AI Overviews
• Public high-intent clusters: 3 (Best Essential Oil Brands & Top Picks, Essential Oil Brand Comparisons, Essential Oil Pricing & Cost Evaluation)
• AI observations analyzed: 1,277
• Competitors tracked: 10

Executive Summary

Vitruvi appears in 76 of 1,277 total observations, a raw mention presence rate of 5.95%. Of those appearances, 57 are positive, 19 are neutral, and zero are negative, producing a net sentiment score of 0.75, the highest in the essential oil category. However, only 35 of those appearances convert into valid recommendations, representing a valid recommendation coverage of just 2.74%.

The brand's strongest cluster is Essential Oil Brand Comparisons (evaluation stage), where it captures $223,059 in modeled monthly AI Authority Value. Its weakest cluster is Best Essential Oil Brands & Top Picks (consideration stage), where it captures only $89,358 against a total cluster opportunity of $7.39 million. Perplexity is Vitruvi's strongest platform, generating $261,564 in modeled AI Authority Value, while Google AI Overviews generates only $7.66.

The core finding is that Vitruvi is well-regarded when mentioned but is not mentioned often enough to compete for buyer shortlists. Strong sentiment paired with limited recommendation breadth creates a measurable gap between how AI systems perceive the brand and how often they recommend it.

What Vitruvi Is Winning

Highest positive sentiment in the category. Vitruvi's net sentiment score of 0.75 is the highest among all 10 tracked brands, with zero negative mentions across all platforms and clusters. When AI systems reference Vitruvi, they do so positively.

Strong performance in comparison queries. In the Essential Oil Brand Comparisons cluster, Vitruvi captures $223,059 in modeled AI Authority Value, representing 47.7% of its total captured value. The brand's average recommended rank of 3.2 in this cluster is competitive, and its positive visibility rate of 4.66% is its strongest cluster-level signal.

Strongest platform signal on Perplexity. Vitruvi captures $261,564 in modeled AI Authority Value on Perplexity, more than any other platform. The brand achieves a 4.89% rank-one rate and a 7.61% valid recommendation coverage on Perplexity, suggesting Perplexity's source synthesis favors Vitruvi's available content.

Zero negative framing across all platforms. Vitruvi carries no negative mentions in any platform or cluster, providing a clean public evidence layer that supports efforts to build broader recommendation coverage.

Where Vitruvi Has the Clearest AI Visibility Gaps

Low raw mention presence. Vitruvi appears in only 5.95% of all observations. By comparison, Plant Therapy appears in 52.31% of observations and Edens Garden in 36.81%. Even brands that carry negative sentiment, including doTERRA at 29.05% and Young Living at 28.35%, appear far more frequently. In most buyer queries, Vitruvi is absent from the AI conversation entirely.

Weak recommendation conversion. Of Vitruvi's 76 mentions, only 35 result in valid recommendations. Its valid recommendation coverage of 2.74% is among the lowest in the category, and its Top 3 recommendation rate of 1.64% means the brand rarely reaches the shortlist positions that influence buyer decisions.

Near-invisible in consideration-stage prompts. In the Best Essential Oil Brands & Top Picks cluster, Vitruvi captures only $89,358 against a $7.39 million cluster opportunity. Its raw mention presence rate of 6.44% in this cluster is low, and its Top 3 rate of 1.67% means the brand is almost never surfaced when buyers ask AI platforms for general brand recommendations.

Minimal presence on Google AI Overviews and Copilot. Vitruvi captures only $7.66 on Google AI Overviews and $1,642 on Copilot. Google AI Overviews represents the highest total cluster opportunity at $2.83 million, making the $7.66 capture figure a significant gap.

Displaced by Plant Therapy and Edens Garden across all three clusters. Plant Therapy leads all three public clusters by a wide margin. Edens Garden holds second position. Vitruvi does not rank first in any cluster, reflecting a structural disadvantage in public evidence layer depth relative to the two category leaders.

The Largest Commercial Opportunity

Vitruvi's clearest path to improving recommendation-stage visibility runs through two parallel efforts: extending its comparison-cluster content architecture into consideration and decision-stage queries, and expanding the public evidence layer that AI platforms draw on when building recommendations.

In the Essential Oil Brand Comparisons cluster, the brand already captures $223,059, a signal that its existing content supports evaluation-stage synthesis. The consideration cluster (Best Essential Oil Brands & Top Picks) currently yields only $89,358, and the decision cluster (Essential Oil Pricing & Cost Evaluation) yields $154,857. Building content that addresses general brand recommendation queries and pricing evaluation queries directly would allow Vitruvi to convert its strong sentiment into recommendation coverage across all three buyer stages rather than concentrating value in one.

The platform picture reinforces this priority. Perplexity already generates $261,564 in modeled AI Authority Value for Vitruvi, while Google AI Overviews generates $7.66 against a $2.83 million platform opportunity. Expanding the source footprint that feeds Google AI Overviews is a separate, high-leverage remediation target.

Prompt Evidence

The following prompt-level observations illustrate where Vitruvi's AI citation presence is strong and where it breaks down.

Perplexity / Essential Oil Brand Comparisons Prompt: "Compare Vitruvi vs Plant Therapy essential oils" Result: Vitruvi appeared with positive framing and a rank of 2, capturing recommendation value in the evaluation cluster.

ChatGPT / Best Essential Oil Brands & Top Picks Prompt: "What are the best essential oil brands?" Result: Vitruvi was not mentioned. Plant Therapy and Edens Garden dominated the response, illustrating the consideration-stage gap.

Google AI Overviews / Essential Oil Pricing & Cost Evaluation Prompt: "Which essential oil brands are most affordable?" Result: Vitruvi appeared at rank 7 with minimal recommendation value, consistent with the $7.66 platform capture figure.

Gemini / Essential Oil Brand Comparisons Prompt: "Compare Vitruvi and Edens Garden essential oils" Result: Vitruvi appeared with positive framing but was listed after Edens Garden, reflecting the brand's secondary position even in prompted comparisons.

Recommended Next Steps

Phase 1: AI Market Discovery Audit. Conduct a full audit across all 10 clusters and 6 platforms to identify the specific prompts where Vitruvi is absent and the competitor content currently displacing it.

Phase 2: Recommendation Readiness Assessment. Evaluate Vitruvi's current content architecture, entity structure, and schema markup to identify the specific gaps preventing higher recommendation conversion.

Phase 3: Owned Answer Layer Buildout. Develop content targeting the consideration and decision clusters, specifically general brand recommendation content and pricing comparison content that AI platforms can retrieve and synthesize at scale.

Phase 4: Citation Architecture Development. Strengthen the public evidence layer by building review content, third-party comparisons, and community signals that support positive AI-generated recommendations across platforms.

Phase 5: Monthly AI Visibility and Recommendation Tracking. Track Vitruvi's performance across platforms and clusters on a monthly basis to measure movement in mention presence, valid recommendation coverage, and average recommended rank.

Why the Gap Between Sentiment and Recommendation Coverage Is Commercially Decisive

Vitruvi has the highest positive sentiment in the essential oil category. That advantage is real, but it applies to a narrow slice of AI conversations. Sentiment that does not reach buyers at the moment they are forming a shortlist does not convert into commercial consideration.

AI platforms build recommendations from the publicly available evidence they can retrieve and synthesize. Vitruvi's public evidence layer is currently too thin to compete with Plant Therapy and Edens Garden across most buyer query types. The brands leading the category are not better-liked; they are more thoroughly documented across the sources that AI systems draw on when generating recommendations.

The strategic priority is not to accumulate more mentions as a diagnostic endpoint. It is to build the content and citation architecture that gives AI platforms the material to recommend Vitruvi in the consideration and decision stages where buyer shortlists are formed. Being recommended when buyers ask for options is where AI-generated discovery converts into commercial relevance.

Core Metrics

Sentiment Score

Formula: Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

Vitruvi calculation: (57 × 1 + 19 × 0 + 0 × -1) / 76 = 57 / 76 = 0.75

Classified sentiment matters because raw mention counts are a diagnostic visibility signal, not a commercial KPI. A positive recommendation, a neutral reference, a cautionary mention, and a comparison-anchor mention carry different commercial weight. Treating all appearances as equivalent misrepresents a brand's actual position in AI-generated buyer conversations. Vitruvi's sentiment score of 0.75 is the highest in the category, but its low mention volume means this strong sentiment applies to a small fraction of total AI buyer interactions.

Sentiment by Platform

Methodology

• This report evaluates Vitruvi's AI recommendation visibility against 9 competitor brands in the essential oil category. The competitor universe covers 10 brands in total: doTERRA, Aura Cacia, Edens Garden, NOW Foods, Plant Therapy, Public Goods, Revive Essential Oils, Rocky Mountain Oils, Vitruvi, and Young Living.
• Data was collected in June 2026 across 6 AI platforms: ChatGPT, Gemini, Copilot, Perplexity, Google AI Mode, and Google AI Overviews.
• A total of 1,277 observations were analyzed across the tested platforms.
• Three public high-intent clusters are included in this report: Best Essential Oil Brands & Top Picks (consideration stage, 1.0x multiplier), Essential Oil Brand Comparisons (evaluation stage, 1.25x multiplier), and Essential Oil Pricing & Cost Evaluation (decision stage, 1.5x multiplier). The full benchmark includes 10 clusters.
• A mention is recorded when a brand appears in an AI-generated response, regardless of sentiment or recommendation status. Mention presence is treated as a diagnostic visibility signal, not a commercial outcome.
• A valid recommendation requires a positive, shortlist-quality or ranked recommendation. Neutral mentions, cautionary mentions, and comparison-anchor mentions are not counted as valid recommendations.
• The headline metric is AI Authority Value, which combines AI Recommendation Value (85% weight) and AI Visibility Assist Value (15% weight). Recommendation value is calculated using rank-weighted positive recommendations. Visibility Assist Value captures the commercial impact of neutral and positive mentions that do not result in direct recommendations.
• Modeled AI Authority Value figures are estimates produced by the valuation model described in the dataset. They are not revenue, pipeline, booked sales, or any form of realized commercial return.
• This is a point-in-time benchmark conducted in June 2026. AI platform outputs change as models update and source material evolves. This report is not a full audit or full market census.
• This is an independent public analysis by CiteWorks Studio / LLM Authority Index. It is not affiliated with, endorsed by, or sponsored by Vitruvi unless explicitly stated.

See Where Your Brand Stands in AI Recommendations

AI-led discovery is reshaping how essential oil buyers form their shortlists. The benchmark shows clearly that appearing in an AI response and being recommended by one are different outcomes, and the commercial gap between them is significant.

CiteWorks Studio works with brands to identify where they appear across AI platforms, where competitors are recommended instead, which high-intent prompt clusters carry the most commercial risk, which sources are shaping AI-generated answers, and what content and citation architecture changes are needed to improve recommendation-stage visibility. An AI Visibility Audit or AI Company Discovery Report shows a brand's full recommendation footprint across the platforms and clusters that matter most to its buyers.