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

Answer Capsule

Wild Earth holds a 12.47% valid recommendation coverage rate in the sustainable pet food and alternative protein category in October 2026, placing it fourth among ten tracked brands. The brand appears in 15.52% of qualified observations but converts that presence into a valid recommendation less often than its raw visibility would suggest. Wild Earth's clearest strength is its 2.30 average recommended rank, the second-best placement quality in the category. Its clearest weakness is a 3.05% rank-one rate that trails V-Dog's 3.82% despite nearly identical top-three rates. The clearest opportunity is converting its strong placement quality into more frequent first-position recommendations.

Who This Report Is For

This report is for Wild Earth's marketing, brand, and ecommerce leadership, and for category analysts tracking how alternative protein pet food brands compete for AI-generated recommendations.

Report Card

Executive Summary

Wild Earth is visible in the sustainable pet food category but under-recommended relative to its presence. The brand recorded 61 mentions across 393 qualified observations in October 2026, a raw mention presence rate of 15.52%. Of those mentions, 49 converted to valid recommendations, producing a valid recommendation coverage rate of 12.47%. The gap between presence and recommendation conversion is 3.05 percentage points, meaning roughly one in five mentions does not result in a valid recommendation.

The brand's sentiment profile is strongly positive. Wild Earth recorded 56 positive mentions, 5 neutral mentions, and zero negative mentions, producing a net sentiment score of 0.918. This places it among the highest sentiment performers in the category, behind only V-Dog at 0.948 and Open Farm at 0.937.

Wild Earth's strongest cluster is C01, Best Sustainable and Alternative Protein Pet Food, which is the only cluster with sufficient data in the October 2026 benchmark. All 393 qualified observations fall into this consideration-stage cluster. The brand's strongest platform signal is Google AI Overviews, where it recorded a 24.82% valid recommendation coverage rate and a 22.63% top-three rate, both well above its overall averages.

The clearest gap is on ChatGPT and Google AI Mode. Wild Earth recorded zero valid recommendations on ChatGPT despite 32 qualified observations on that platform. On Google AI Mode, the brand recorded a 4.17% valid recommendation coverage rate across 96 observations, far below its overall performance.

Wild Earth's average recommended rank of 2.30 is the second-best in the category, behind V-Dog at 2.27 and ahead of Petaluma at 2.69. This indicates that when the brand is recommended, it tends to appear near the top of the list. The challenge is frequency, not placement quality.

The competitive picture is defined by Open Farm's dominance. Open Farm holds a 70.99% valid recommendation coverage rate, more than five times Wild Earth's rate. Freshpet holds second place at 29.77%. Wild Earth and V-Dog are closely matched at 12.47% and 13.23% respectively, making the third and fourth positions the category's most contested boundary.

What Wild Earth Is Winning

Questions This Section Answers

• Where does Wild Earth perform strongest in AI recommendations, and what does each win actually show?
• Why is Wild Earth's 2.30 average recommended rank considered a strength?
• Which platform delivers the most favorable recommendation signal for Wild Earth?

Wild Earth's strongest evidence-backed win is placement quality. The brand's average recommended rank of 2.30 is the second-best among all ten tracked brands. When AI systems recommend Wild Earth, they typically place it second. This is a meaningful signal that the brand's positioning and attributes are well understood by AI systems.

The brand's second win is sentiment. With 56 positive mentions and zero negative mentions, Wild Earth achieves a 0.918 net sentiment score. This indicates that AI systems frame the brand favorably when they mention it. The absence of negative framing is notable in a category where cautionary language about ingredients, sourcing, or value could easily appear.

The brand's third win is its Google AI Overviews performance. On this platform, Wild Earth recorded a 24.82% valid recommendation coverage rate and a 22.63% top-three rate across 137 observations. These figures are substantially higher than the brand's overall averages and suggest that Google's AI-generated overviews surface Wild Earth more readily than other platforms do.

Wild Earth's fourth win is its top-three rate parity with V-Dog. Both brands recorded a 10.43% top-three rate in October 2026. This parity indicates that Wild Earth competes effectively for top-three placement when it appears, even though V-Dog holds a slight edge in overall coverage and rank-one frequency.

Where Wild Earth Has the Clearest AI Visibility Gaps

Questions This Section Answers

• On which AI platforms does Wild Earth lose the most recommendation coverage?
• Why does Wild Earth's 15.52% presence rate not convert into more valid recommendations?
• How far behind Open Farm and V-Dog is Wild Earth in recommendation frequency?

Wild Earth's clearest gap is on ChatGPT. The brand recorded zero mentions and zero valid recommendations across 32 qualified observations on that platform. This is a complete absence, not a weak performance. ChatGPT is one of the most widely used AI platforms, and the brand's invisibility there represents a significant missed opportunity for buyer shortlist inclusion.

The second gap is on Google AI Mode. Wild Earth recorded a 4.17% valid recommendation coverage rate across 96 observations on this platform, compared to its 12.47% overall rate. The brand appears on Google AI Mode but converts to recommendation far less often than it does elsewhere. This platform-specific weakness suggests that the sources Google AI Mode retrieves or synthesizes may not include the evidence that supports Wild Earth's recommendation on other surfaces.

The third gap is rank-one frequency. Wild Earth's rank-one rate of 3.05% trails V-Dog's 3.82% despite nearly identical top-three rates. This means that when both brands appear in a top-three list, V-Dog is more likely to be the first recommendation. The gap is small in absolute terms but meaningful for buyer attention, since the first recommendation often anchors the shortlist.

The fourth gap is the presence-to-recommendation conversion rate. Wild Earth appears in 15.52% of qualified observations but receives a valid recommendation in only 12.47%. The 3.05-point gap indicates that some mentions are contextual or comparative rather than recommendation-led. Closing this gap would move the brand closer to V-Dog's 13.23% coverage rate.

Compared to Open Farm, the category leader, Wild Earth's gaps are substantial. Open Farm holds a 70.99% valid recommendation coverage rate, a 36.64% top-three rate, and a 15.27% rank-one rate. Open Farm appears in 77.10% of qualified observations. The leader's presence is more than five times Wild Earth's, and its recommendation conversion is nearly six times higher.

Biggest Opportunity

Questions This Section Answers

• What would it take for Wild Earth to earn recommendations on ChatGPT?
• Why is improving Google AI Mode performance harder than fixing sentiment or placement?
• Is Wild Earth's biggest problem visibility, sentiment, or recommendation frequency?

Wild Earth's biggest opportunity is converting its strong placement quality into more frequent recommendations on ChatGPT and Google AI Mode. The brand already achieves a 2.30 average recommended rank when it appears, indicating that AI systems understand its positioning and place it well. The challenge is appearing more often, particularly on platforms where the brand is currently absent or under-recommended.

ChatGPT represents the clearest single opportunity. The brand recorded zero valid recommendations across 32 observations on that platform. Even a modest improvement in ChatGPT recommendation frequency would lift the brand's overall coverage rate and close the gap to V-Dog. The platform's reliance on different source types and retrieval patterns than Google AI Overviews suggests that the brand's public evidence layer may not be optimized for ChatGPT's synthesis approach.

Google AI Mode represents a second opportunity. The brand's 4.17% coverage rate on that platform is well below its 12.47% overall rate. Improving performance on Google AI Mode would require understanding which sources that platform retrieves and ensuring the brand's evidence layer is represented in those sources.

The opportunity is not about changing how AI systems frame Wild Earth. The brand's sentiment and placement quality are already strong. The opportunity is about increasing the frequency with which AI systems include the brand in recommendation sets, particularly on platforms where it is currently absent or under-represented.

Competitive Landscape

Questions This Section Answers

• Where does Wild Earth sit relative to Open Farm, Freshpet, and V-Dog in AI recommendation performance?
• Which competitors are most closely matched to Wild Earth, and on which metrics?
• What separates the top two brands from the contested third and fourth tier?

Open Farm holds dominant recommendation-stage strength in the sustainable pet food and alternative protein category, with Freshpet as the clear second-place challenger. Wild Earth sits in the contested third and fourth tier alongside V-Dog, well behind the upper tier and well ahead of the remaining field.

Average recommended rank covers rank-eligible recommendations only.

Wild Earth's position in the table shows a brand with strong placement quality but lower recommendation frequency than the brands above it. The brand's 10.43% top-three rate matches V-Dog's, but its 3.05% rank-one rate trails V-Dog's 3.82%. The brand's 2.30 average recommended rank is the second-best in the category, indicating that when Wild Earth appears in a recommendation set, it typically appears near the top.

Prompt Evidence

Questions This Section Answers

• Which specific prompts triggered Wild Earth recommendations, and which did not?
• Why did Wild Earth appear in Google AI Overviews but fail on ChatGPT?

Google AI Overviews / Best Sustainable and Alternative Protein Pet Food Prompt: "What is the healthiest dog food for a dog?" Result: Wild Earth appeared in the recommendation set with a top-three placement, contributing to its 24.82% coverage rate on this platform.

ChatGPT / Best Sustainable and Alternative Protein Pet Food Prompt: "What are the top dog foods?" Result: Wild Earth did not appear in the recommendation set, consistent with the brand's zero valid recommendations across 32 ChatGPT observations.

Google AI Mode / Best Sustainable and Alternative Protein Pet Food Prompt: "What is the best food for dogs?" Result: Wild Earth appeared in only 4.17% of Google AI Mode observations, well below its overall coverage rate, indicating platform-specific retrieval gaps.

Perplexity / Best Sustainable and Alternative Protein Pet Food Prompt: "What is the #1 best dog food brand?" Result: Wild Earth recorded a 4.88% valid recommendation coverage rate on Perplexity, with two valid recommendations across 41 observations.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map Wild Earth's prompt-level wins and losses across all six AI platforms, identifying which specific questions trigger recommendations and which do not.

Phase 2: Recommendation Readiness Plan Prioritize the ChatGPT and Google AI Mode gaps, where the brand's absence or under-performance is most pronounced relative to its overall coverage rate.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned content to ensure AI systems can retrieve clear, structured answers about Wild Earth's positioning, ingredients, and value proposition.

Phase 4: Citation / Authority Layer Development Identify which external sources AI systems cite when recommending competitors, and build the brand's presence in those source types.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track coverage, top-three rate, rank-one rate, and sentiment across all platforms to measure progress and adjust strategy.

Why This Matters

Questions This Section Answers

• Why is appearing in an AI response not the same as being recommended?
• What is the commercial cost of the gap between Wild Earth's 15.52% presence and 12.47% recommendation coverage?
• What would closing the ChatGPT and Google AI Mode gaps change for Wild Earth's shortlist position?

AI presence alone is not enough. Wild Earth appears in 15.52% of qualified observations but receives a valid recommendation in only 12.47%. The gap between presence and recommendation represents missed opportunities for buyer shortlist inclusion. In a category where Open Farm dominates and Freshpet holds a clear second place, the contest for third and fourth position is tight. V-Dog currently holds a slight edge in coverage and rank-one frequency.

The next move is targeted correction of the prompt, page, and citation layers. Wild Earth's placement quality and sentiment are already strong. The opportunity is to increase the frequency with which AI systems include the brand in recommendation sets, particularly on ChatGPT and Google AI Mode. This requires understanding which sources those platforms retrieve and ensuring the brand's evidence layer is represented in those sources.

Core Metrics

Sentiment Score

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

Wild Earth's sentiment score is calculated as (56 × 1 + 5 × 0 + 0 × -1) / 61 = 0.918.

This score matters because unclassified mention counts are misleading. A brand that appears frequently but is framed negatively or neutrally is not achieving the same outcome as a brand that appears less often but is consistently recommended. 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. Wild Earth's 61 mentions include 5 neutral references that do not carry recommendation weight. The brand's 49 valid recommendations represent the mentions that actually contribute to buyer shortlist inclusion. Classified sentiment is required before interpreting AI visibility because it distinguishes between presence and persuasion.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Wild Earth's AI visibility in the sustainable pet food and alternative protein category. It is not a client implementation case study.
2. The reporting month is October 2026. The benchmark series began in August 2026 and includes an intermediate measurement in September 2026.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. All six registered qualified observations in October 2026.
4. The October 2026 benchmark produced 393 qualified observations from a collection of 800 prompt-surface runs. The qualification process reduced the raw collection by roughly half.
5. The competitor universe includes ten tracked brands: Open Farm, Freshpet, V-Dog, Wild Earth, Petaluma, Earth Animal, PawCo Foods, Jiminy's, Yora, and Noochies!.
6. The public benchmark includes one high-intent cluster with sufficient data: Best Sustainable and Alternative Protein Pet Food (C01). Two additional clusters, Sustainable Pet Food Brand Comparisons (C02) and Sustainable and Alternative Protein Pet Food Pricing and Value (C03), recorded no qualified observations in October 2026.
7. Stage 0 extraction produced the prompt-level observations that feed the benchmark. Each observation retains the query, AI platform, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations.
8. A mention is defined as any appearance of a brand in an AI response, regardless of context or framing. Mentions include positive recommendations, neutral references, and comparative mentions.
9. A valid recommendation is defined as an appearance in a genuine recommendation or shortlist. Neutral references, cautionary mentions, and comparison anchors are not counted as valid recommendations unless the dataset explicitly marks them as such.
10. The benchmark uses 393 qualified observations as the public denominator for all brand-level percentages. Small observation counts at the individual brand level mean percentage movement should be interpreted with caution.
11. Average recommended rank covers rank-eligible recommendations only. Brands with no rank-eligible recommendations receive N/A for that metric.
12. The benchmark does not measure market share, sales attribution, organic search ranking, social media mention volume, or causality from metric movement alone.

See How AI Is Recommending Your Brand

The public benchmark shows where Wild Earth stands in AI-generated recommendations across the sustainable pet food and alternative protein category. A company-level AI visibility audit maps the specific prompts, platforms, and sources shaping those recommendations, revealing where the brand wins, where competitors displace it, and what evidence would strengthen its position in the buyer shortlist.