Wild Earth AI Market Strategy Report - Sustainable Pet Food and Alternative Protein

Answer Capsule

Wild Earth holds a 12.35% valid recommendation coverage rate in September 2026, placing it fourth among ten tracked brands in the sustainable pet food and alternative protein category. The brand is visible but under-recommended relative to its presence: it appears in 14.25% of qualified observations but converts only 12.35% of those into valid recommendations. Its clearest strength is a 93.33% net sentiment score, the second-highest among tracked brands. Its clearest weakness is a rank-one recommendation rate of just 1.43%, meaning it is rarely the first brand AI systems name. The clearest opportunity is converting its strong sentiment position into higher placement within recommendation shortlists.

Who This Report Is For

This report is for Wild Earth's leadership, brand, and growth teams, and for category strategists evaluating how alternative-protein pet food brands are positioned in AI-generated recommendations.

Report Card

Executive Summary

Wild Earth enters September 2026 as the fourth most recommended brand in the sustainable pet food and alternative protein category, with a 12.35% valid recommendation coverage rate. That figure represents a modest gain from 12.0% in August 2026, placing the brand just behind V-Dog at 13.1% and well behind category leader Open Farm at 66.8% and second-place Freshpet at 24.5%.

The brand's raw mention presence rate of 14.25% exceeds its valid recommendation coverage of 12.35%, a gap of 1.9 percentage points. This means Wild Earth is mentioned in AI responses more often than it is formally recommended or shortlisted. The brand is present in the conversation but does not always convert that presence into a recommendation position.

Wild Earth's sentiment profile is a clear strength. With 56 positive mentions, 4 neutral mentions, and zero negative mentions across 60 total mentions, the brand achieves a 93.33% net sentiment score. Only V-Dog at 98.3% and PawCo Foods and Yora at 100% score higher, though those brands have far smaller mention volumes. Among brands with meaningful presence, Wild Earth's framing quality is strong.

The brand's weakest signal is its rank-one recommendation rate. At 1.43%, Wild Earth is the first recommendation in only 6 of 421 qualified observations. This is notably lower than V-Dog's 4.28% rank-one rate despite both brands having nearly identical top-three rates of 8.31%. Wild Earth appears in top-three positions at a similar rate to V-Dog but is far less likely to be named first.

Platform-level data shows Wild Earth's strongest recommendation signal on Google AI Overviews, where it achieves a 22.5% valid recommendation coverage rate and a 2.8% rank-one rate. The brand also registers on ChatGPT, Copilot, Gemini, Perplexity, and Google AI Mode, giving it presence across all six tracked platforms. However, its recommendation conversion varies significantly by platform.

The clearest gap is in the brand recommendation cluster, which represents 100% of qualified observations in September 2026. Wild Earth's 12.35% coverage in this cluster places it in the middle tier, well behind Open Farm and Freshpet but competitive with V-Dog. The brand's challenge is not visibility but recommendation conversion and placement.

What Wild Earth Is Winning

Questions This Section Answers

• How strong is Wild Earth's sentiment and framing quality compared with other tracked brands?
• Which platforms and placement metrics show Wild Earth performing at or above its overall averages?

Wild Earth's strongest evidence-backed win is its sentiment and framing quality. The brand recorded 56 positive mentions against zero negative mentions in September 2026, producing a 93.33% net sentiment score. This indicates that when AI systems mention Wild Earth, they frame it positively. The brand is not being positioned as a cautionary example or comparison anchor.

The brand's second win is its presence across all six tracked AI platforms. Wild Earth registers qualified observations on ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. This breadth means the brand is not dependent on a single platform for its AI visibility.

Wild Earth's third win is its performance on Google AI Overviews. The platform shows the brand achieving a 22.5% valid recommendation coverage rate and a 2.8% rank-one rate, both above its overall averages. This suggests that Google's AI-generated overviews are a relatively favorable surface for Wild Earth's recommendation positioning.

The brand also holds a competitive position against V-Dog in top-three placement. Both brands achieve an 8.31% top-three rate, meaning they appear in the first three recommended positions at nearly identical frequencies. Wild Earth's average recommended rank of 2.28 is also stronger than Freshpet's 3.29 and Open Farm's 3.31, indicating that when Wild Earth is recommended, it tends to appear higher in the list.

Where Wild Earth Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why is Wild Earth's rank-one recommendation rate so much lower than V-Dog's despite similar top-three rates?
• Where does Wild Earth's platform-level recommendation coverage break down across ChatGPT, Copilot, Gemini, and Perplexity?
• How far does Wild Earth trail Open Farm on top-three and rank-one selection in this category?

Wild Earth's most significant gap is its rank-one recommendation rate. At 1.43%, the brand is the first recommendation in only 6 of 421 qualified observations. This is substantially lower than V-Dog's 4.28% rank-one rate, despite both brands sharing an 8.31% top-three rate. The data suggests Wild Earth is frequently included in recommendation shortlists but rarely selected as the top choice.

The brand's second gap is its recommendation conversion rate relative to raw presence. Wild Earth appears in 14.25% of qualified observations but achieves valid recommendation coverage in only 12.35%. This 1.9-point gap means the brand is mentioned in contexts where it is not formally recommended. By comparison, V-Dog shows a 14.0% presence rate and 13.1% coverage rate, a similar pattern, while Open Farm converts 78.9% presence into 66.8% coverage.

A third gap appears in platform-specific performance. While Wild Earth registers on all six platforms, its recommendation coverage varies significantly. On Copilot, the brand achieves a 14.6% valid recommendation coverage rate but zero top-three placements. On Gemini, coverage drops to 9.1% with no rank-one positions. On Perplexity, coverage is 4.8% with no rank-one positions. The brand's recommendation strength is concentrated on Google AI Overviews and Google AI Mode, with weaker conversion on other platforms.

The competitive displacement pattern is clear when comparing Wild Earth to Open Farm. Open Farm achieves a 24.94% top-three rate and 8.55% rank-one rate, meaning it appears in top-three positions nearly three times as often as Wild Earth and is named first more than six times as often. When AI systems form recommendation shortlists in this category, Open Farm is the dominant selection, and Wild Earth competes for remaining positions with V-Dog, Freshpet, and other mid-tier brands.

Biggest Opportunity

Wild Earth's biggest opportunity is converting its strong sentiment position into higher recommendation placement, specifically increasing its rank-one rate. The brand already achieves positive framing in 93.33% of its mentions and appears in top-three positions at an 8.31% rate. The gap is in first-position selection, where the brand achieves only 1.43%.

Closing this gap requires understanding which prompt types and platforms produce rank-one placements for competitors and ensuring Wild Earth's evidence layer supports first-position selection. The brand's strong sentiment profile suggests that AI systems view Wild Earth favorably; the opportunity is ensuring that favorable view translates into top-of-list selection when buyers ask for the best sustainable or alternative-protein pet food.

Competitive Landscape

Questions This Section Answers

• How does Wild Earth's top-three rate, rank-one rate, and average recommended rank compare with Open Farm, Freshpet, and V-Dog?
• Which brands lead on rank-one selection, and where does Wild Earth sit in that pecking order?

Open Farm holds dominant recommendation power in the sustainable pet food and alternative protein category, with Freshpet as the strongest challenger. Wild Earth sits in the middle tier, competitive with V-Dog on top-three placement but significantly behind on rank-one selection.

Average recommended rank covers rank-eligible recommendations only.

Wild Earth's position in the table shows a brand with competitive top-three placement but weak rank-one conversion. The brand's 8.31% top-three rate matches V-Dog exactly, yet its 1.43% rank-one rate is less than half of V-Dog's 4.28%. This suggests that when both brands appear in shortlists, V-Dog is more likely to be selected first. Wild Earth's average recommended rank of 2.28 is stronger than Open Farm's 3.31 and Freshpet's 3.29, indicating that when the brand does receive rank credit, it tends to appear high in the list.

Prompt Evidence

Questions This Section Answers

• Which specific high-intent prompts produced Wild Earth's strongest and weakest recommendation outcomes?
• How does Wild Earth's recommendation coverage differ between Google AI Overviews, ChatGPT, Copilot, and Gemini on these example prompts?

Google AI Overviews / Brand Recommendation Prompt: "What is the healthiest dog food for a dog?" Result: Wild Earth appears in the recommendation set with a 22.5% valid recommendation coverage rate on this platform, contributing to its strongest platform-level performance.

ChatGPT / Brand Recommendation Prompt: "best dog food brands" Result: Wild Earth achieves a 5.3% valid recommendation coverage rate on ChatGPT, with one rank-one placement, indicating moderate conversion on this platform.

Copilot / Brand Recommendation Prompt: "best dog foods for sensitive stomach" Result: Wild Earth registers a 14.6% valid recommendation coverage rate on Copilot but receives zero top-three placements, suggesting presence without placement conversion.

Gemini / Brand Recommendation Prompt: "best dog food" Result: Wild Earth achieves a 9.1% valid recommendation coverage rate on Gemini with no rank-one positions, indicating mid-tier recommendation presence.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map Wild Earth's prompt-level recommendation patterns across all six platforms to identify which specific questions produce rank-one placements for competitors and where Wild Earth is absent or under-placed.

Phase 2: Recommendation Readiness Plan Prioritize the prompt clusters and platforms where Wild Earth's sentiment strength can be converted into higher placement, focusing on the gap between top-three presence and rank-one selection.

Phase 3: Owned Answer Layer Buildout Develop owned content that directly addresses the high-intent prompts where Wild Earth is mentioned but not recommended, ensuring the brand's positioning is clear and retrievable.

Phase 4: Citation / Authority Layer Development Strengthen the public evidence layer that AI systems draw from when forming recommendations, including source pages, structured data, and third-party references that support Wild Earth's category authority.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Wild Earth's recommendation coverage, top-three rate, rank-one rate, and sentiment against the competitive set to measure progress and adjust strategy.

Why This Matters

AI presence alone is not enough. Wild Earth appears in 14.25% of qualified observations but converts only 12.35% into valid recommendations, and just 1.43% into rank-one positions. In a category where Open Farm dominates recommendation shortlists and Freshpet holds a strong second position, mid-tier brands compete for remaining slots. The difference between being mentioned and being recommended first is the difference between being considered and being chosen.

The next move is targeted correction of the prompt, page, and citation layers that shape AI-generated recommendations. Wild Earth's strong sentiment profile provides a foundation, but converting that foundation into higher placement requires understanding which prompts produce rank-one selections and ensuring the brand's evidence layer supports first-position recommendation.

Core Metrics

Sentiment Score

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

Wild Earth's sentiment score for September 2026 is 0.9333, calculated as (56 × 1 + 4 × 0 + 0 × -1) / 60. This means that among the 60 qualified observations where Wild Earth was mentioned, 56 were positive, 4 were neutral, and none were negative.

This matters because unclassified mention counts are misleading. A brand that appears in 60 observations with 30 positive and 30 negative mentions has the same raw mention count as a brand with 60 positive mentions, but the strategic implications are entirely different. 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.

Wild Earth's 93.33% net sentiment score indicates that when AI systems mention the brand, they frame it positively. This is a strong foundation. The challenge is not sentiment but placement: converting positive mentions into rank-one recommendations.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Wild Earth's AI recommendation visibility in the sustainable pet food and alternative protein category for September 2026. It is not a client implementation case study.
2. The reporting window is September 2026, with comparison to August 2026 baseline data where available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. All six registered qualified observations in September 2026.
4. The benchmark began with 800 prompt-surface observations and produced 421 qualified observations after qualification. Brand-level percentages use the qualified observations as the public denominator.
5. The competitor universe includes ten tracked brands: Open Farm, Freshpet, V-Dog, Wild Earth, Petaluma, PawCo Foods, Earth Animal, Jiminy's, Yora, and Noochies!
6. Three public high-intent clusters were defined: Best Sustainable and Alternative Protein Pet Food (C01), Sustainable Pet Food Brand Comparisons (C02), and Sustainable and Alternative Protein Pet Food Pricing and Value (C03). In September 2026, all 421 qualified observations fell into the Brand Recommendation class, corresponding to cluster C01.
7. Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources.
8. A mention is defined as any appearance of the brand in an AI response, regardless of whether the brand is recommended. Raw mention presence rate measures how often the brand appears in any context.
9. A valid recommendation is defined as an appearance where the brand is formally recommended or shortlisted. Valid recommendation coverage measures how often the brand receives recommendation credit.
10. Top-three rate measures how often the brand appears in the first three recommended positions. Rank-one rate measures how often the brand is the first or only recommendation.
11. Average recommended rank covers rank-eligible recommendations only. Brands with no rank-eligible recommendations receive N/A.
12. Limitations: The public benchmark does not measure market share, sales attribution, organic-search ranking performance, social media mention volume, or causality from metric movement alone. Small observation counts at the individual brand level mean percentage movement should be interpreted with caution. The benchmark cannot establish why placement patterns shift.

See How AI Is Recommending Your Brand

The public benchmark shows where Wild Earth stands in AI-generated recommendations. A company-level AI visibility audit maps the specific prompts, platforms, and competitor displacement patterns that shape those recommendations, turning benchmark signals into a prioritized strategy for improving recommendation coverage and placement.