Pet First Aid and Animal Wound Care: AI Visibility Market Discovery Index
Tracking how AI platforms recommend pet first aid and animal wound care. This public AI Visibility Market Discovery Index is updated monthly since July 2026.

On this page
- 01Benchmark Summary
- 02Current Benchmark at a Glance
- 03Research Scope and Qualification
- 04Current Brand Standings
- 05How to Read the Standings
- 06Recommendation Coverage Movement
- 07Largest Increase: Absorbine (W.F. Young, Inc.)
- 08Category Leader: Absorbine (W.F. Young, Inc.)
- 09Watch Item: Silver Honey (W.F. Young Brand)
- 10Stable: Farnam (Central Garden & Pet) and Zymox (Pet King Brands LLC)
- 11Recommendation Placement Snapshot
- 12Buyer-Intent Distribution
Benchmark Summary
Questions This Section Answers
- Which brand leads pet first aid and animal wound care recommendations, and by how much?
- How did the coverage gap between Absorbine and the next-closest brand change since July 2026?
- Was October 2026 a month of significant movement for any tracked brand?
Absorbine (W.F. Young, Inc.) leads the category with 56.6% valid recommendation coverage in October 2026, up from 40.3% in July 2026. The gap to the next brand, Farnam (Central Garden & Pet) at 32.1% in October 2026, is 24.5 points, widened from 10.4 points in July 2026, and widened in each month of the series.
Absorbine (W.F. Young, Inc.) was the largest coverage increase across the full series, rising from 40.3% in July 2026 to 56.6% in October 2026, a move beyond normal month-to-month variation. No brand was classified as a significant decliner across the series. Zymox (Pet King Brands LLC) recorded the largest decline since baseline, easing from 15.4% in July 2026 to 10.7% in October 2026, which stayed within ordinary month-to-month change.
October 2026 itself was a quiet month. No tracked brand moved beyond normal month-to-month variation on valid recommendation coverage between September 2026 and October 2026. Over the full series, Absorbine's coverage rose in each of the three months since July 2026, consistent with its significant-riser classification. Silver Honey (W.F. Young Brand) also rose in each of the three months since July 2026; the benchmark flags that streak as a watch item rather than a confirmed trend, since its cumulative move remains within normal variation.
The benchmark began with 800 prompt-surface observations in each month and produced 159 qualified observations in October 2026 after qualification.
AI recommendation trend
valid recommendation coverage, Jul 2026 to Oct 2026
- Absorbine (W.F. Young, Inc.)56.6%
- Farnam (Central Garden & Pet)32.1%
- Silver Honey (W.F. Young Brand)31.4%
- Zymox (Pet King Brands LLC)10.7%
Current Benchmark at a Glance
Measure | Jul 2026 | Oct 2026 | Movement |
|---|---|---|---|
Qualified benchmark observations | 221 | 159 | Down 62 |
Tracked brands | 4 | 4 | No change |
Qualified surface breadth | 6 | 6 | No change |
Recommendation-shaped answer share | 52.5% | 57.9% | Up 5.4 points |
Valid recommendation shortlist share | 67.0% | 74.2% | Up 7.2 points |
Leader by valid recommendation coverage | Absorbine (W.F. Young, Inc.) | Absorbine (W.F. Young, Inc.) | No change |
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Qualified surface breadth counts the canonical AI surface families with at least one qualified observation. The six families tested are ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Pet First Aid and Animal Wound Care
Research Scope and Qualification
The public benchmark is narrower than the raw collection universe by design.
Research stage | Jul 2026 | Oct 2026 | What it represents |
|---|---|---|---|
Source prompt-surface observations | 800 | 800 | Total prompts sent to AI surfaces |
Unique questions | 497 | 543 | Distinct questions asked |
Brand / competitor mentions | 800 | 790 | Prompts containing a brand or competitor |
Relevant observations | 475 | 439 | On-topic for the category |
Irrelevant observations | 325 | 351 | Off-topic for the category |
Qualified benchmark observations | 221 | 159 | Public denominator |
Brand-level percentages use the qualified observations as the public denominator, not the raw collection. See the AI Visibility Market Discovery Methodology for details.
Current Brand Standings
Questions This Section Answers
- Which brands appear most often on AI recommendation shortlists for pet wound care?
- How do presence rate and valid recommendation coverage differ across the four tracked brands?
- Which brand is most often named as the single top recommendation?
Sorted by valid recommendation coverage for October 2026.
Brand | Presence rate | Valid recommendation coverage | Top-three rate | Rank-one rate | Net sentiment |
|---|---|---|---|---|---|
Absorbine (W.F. Young, Inc.) | 79.9% | 56.6% | 53.5% | 34.0% | 0.8 |
Farnam (Central Garden & Pet) | 40.9% | 32.1% | 31.4% | 13.2% | 0.8 |
Silver Honey (W.F. Young Brand) | 40.2% | 31.4% | 30.2% | 13.2% | 0.9 |
Zymox (Pet King Brands LLC) | 10.7% | 10.7% | 9.4% | 7.5% | 1.0 |
How to Read the Standings
- Presence rate: the share of qualified observations where the brand appears in any form, whether recommended or merely mentioned.
- Valid recommendation coverage: the share of qualified observations where the brand appears on a valid recommendation shortlist.
- Top-three rate: the share of qualified observations where the brand appears among the top three recommended options.
- Rank-one rate: the share of qualified observations where the brand is the single top recommendation.
- Net sentiment: the balance of positive over negative mentions when the brand appears, scored from 0 to 1.
For formulas and denominator rules, see AI Visibility Market Discovery Metric Definitions.
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Recommendation Coverage Movement
Questions This Section Answers
- Which brand posted the largest recommendation coverage gain since July 2026?
- Why is Silver Honey flagged as a watch item rather than a confirmed trend?
- Did Farnam or Zymox move beyond normal month-to-month variation?
Brand | Jul 2026 | Oct 2026 | Movement since baseline |
|---|---|---|---|
Absorbine (W.F. Young, Inc.) | 40.3% | 56.6% | Up 16.3 points |
Farnam (Central Garden & Pet) | 29.9% | 32.1% | Up 2.2 points |
Silver Honey (W.F. Young Brand) | 25.3% | 31.4% | Up 6.1 points |
Zymox (Pet King Brands LLC) | 15.4% | 10.7% | Down 4.7 points |
Between September 2026 and October 2026, no brand moved beyond normal month-to-month variation. Absorbine added 2.0 points, Silver Honey added 0.7 points, Zymox recovered 0.9 points, and Farnam eased 2.3 points. Farnam's single-month decline followed a series of two earlier gains, and its full-series movement remains within ordinary variation.
Largest Increase: Absorbine (W.F. Young, Inc.)
Absorbine's valid recommendation coverage rose from 40.3% in July 2026 to 56.6% in October 2026, an increase of 16.3 points that moved beyond normal month-to-month variation. The brand rose in each of the three months since July 2026, from 40.3% to 47.1% in August 2026, to 54.6% in September 2026, then to 56.6% in October 2026. Presence rate rose from 58.4% in July 2026 to 79.9% in October 2026, and the top-three rate rose from 32.6% to 53.5% over the same period. The rank-one rate rose from 22.2% in July 2026 to 34.0% in October 2026.
Category Leader: Absorbine (W.F. Young, Inc.)
Absorbine held the category lead in all four months, with valid recommendation coverage of 56.6% in October 2026 versus 40.3% in July 2026. The gap between Absorbine and Zymox widened from 24.9 points in July 2026 to 45.9 points in October 2026, widening in each month. The gap between Absorbine and Farnam widened from 10.4 points in July 2026 to 24.5 points in October 2026, also widening in each month.
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Watch Item: Silver Honey (W.F. Young Brand)
Silver Honey's valid recommendation coverage rose from 25.3% in July 2026 to 31.4% in October 2026, up 6.1 points, with increases in each of the three months since July 2026. The cumulative move remains within normal month-to-month variation, so this is not yet a trend. Its top-three rate rose from 19.5% in July 2026 to 30.2% in October 2026, and its rank-one rate rose from 5.9% to 13.2% over the same period.
Stable: Farnam (Central Garden & Pet) and Zymox (Pet King Brands LLC)
Farnam's valid recommendation coverage stood at 32.1% in October 2026 versus 29.9% in July 2026, a change of 2.2 points that is within normal variation. Zymox stood at 10.7% in October 2026 versus 15.4% in July 2026, down 4.7 points, also within normal variation. Neither brand's series movement reached the level of a sustained trend.
Recommendation Placement Snapshot
Questions This Section Answers
- How often does Absorbine appear in the top three or at rank one for pet wound care recommendations?
- Can two brands with similar recommendation coverage have different first-position rates?
Coverage alone does not show how prominently a brand is recommended. The table below shows where brands sit in the ranking order.
Brand | Oct 2026 top-three rate | Oct 2026 rank-one rate | Jul 2026 top-three rate | Jul 2026 rank-one rate |
|---|---|---|---|---|
Absorbine (W.F. Young, Inc.) | 53.5% | 34.0% | 32.6% | 22.2% |
Farnam (Central Garden & Pet) | 31.4% | 13.2% | 24.0% | 7.2% |
Silver Honey (W.F. Young Brand) | 30.2% | 13.2% | 19.5% | 5.9% |
Absorbine leads the category on rank-one rate at 34.0% in October 2026, up from 22.2% in July 2026. Farnam and Silver Honey finished October 2026 within a point of each other on top-three rate and tied on rank-one rate at 13.2%. Similar coverage levels can still hide different first-position rates.
Buyer-Intent Distribution
Questions This Section Answers
- Which buyer-intent classes are represented in the current benchmark?
- Are pricing and multi-brand comparison questions included in the qualified observations yet?
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All qualified observations in both months fell into the Brand Recommendation class.
Buyer-intent class | Jul 2026 | Oct 2026 |
|---|---|---|
Brand Recommendation | 221 | 159 |
Pricing & Value | 0 | 0 |
Multi-Brand Comparison | 0 | 0 |
Total qualified observations | 221 | 159 |
The current public series measures Brand Recommendation discovery only and does not yet contain qualified observations in the Pricing & Value or Multi-Brand Comparison classes.
Historical Measurement Record
Measurement | Qualified observations | Coverage leader | Leader coverage | Largest coverage movement |
|---|---|---|---|---|
Jul 2026 | 221 | Absorbine (W.F. Young, Inc.) | 40.3% | Baseline month |
Aug 2026 | 174 | Absorbine (W.F. Young, Inc.) | 47.1% | Up 6.8 points since baseline (Absorbine) |
Sep 2026 | 163 | Absorbine (W.F. Young, Inc.) | 54.6% | Up 14.3 points since baseline (Absorbine) |
Oct 2026 | 159 | Absorbine (W.F. Young, Inc.) | 56.6% | Up 16.3 points since baseline (Absorbine) |
Coverage movement between baseline and current is detailed in the Recommendation Coverage Movement table above.
Evidence and Source Layer
This benchmark is built from prompt-level observations that retain the query, AI/search surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources. Source presence is evidence about the information environment. It is not automatically proof that the source caused the recommendation.
Scope Boundaries
This public benchmark does not measure:
- Market share or sales attribution
- Every possible AI response to every possible query
- Organic-search ranking positions outside AI surfaces
- Social media mention volume
- Private or sponsored channels, including paid placements
- Causality from a metric movement alone
Top 10 Cited Domains
Questions This Section Answers
- Which domains are cited most often across AI responses in this category?
- Where do the tracked brands' own domains rank among cited sources?
- What types of sources dominate the top 10 cited domains for pet wound care?
Across all AI responses in this measurement period, 6,458 citations were observed across 1,751 unique domains.
Rank | Domain | Citations | Share | Platforms citing |
|---|---|---|---|---|
1 | google.com | 511 | 7.9% | AI Mode, AI Overviews, Perplexity |
2 | amazon.com | 285 | 4.4% | Copilot, AI Mode, AI Overviews, Perplexity |
3 | youtube.com | 221 | 3.4% | ChatGPT, Gemini, AI Mode, AI Overviews, Perplexity |
4 | absorbine.com | 218 | 3.4% | ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, Perplexity |
5 | silverhoney.com | 177 | 2.7% | ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, Perplexity |
6 | reddit.com | 147 | 2.3% | ChatGPT, Gemini, AI Mode, AI Overviews, Perplexity |
7 | dailymed.nlm.nih.gov | 136 | 2.1% | ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, Perplexity |
8 | facebook.com | 130 | 2.0% | Gemini, AI Mode, AI Overviews, Perplexity |
9 | chewy.com | 113 | 1.7% | ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, Perplexity |
10 | walmart.com | 104 | 1.6% | ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, Perplexity |
Citations are moderately concentrated: the top 10 domains account for roughly a third of all citations, while the remaining citations spread across more than 1,700 unique domains. Two tracked brand domains appear in the top 10, absorbine.com at rank 4 and silverhoney.com at rank 5. Retail and marketplace sources are the most prominent class in the top 10, with Amazon, Chewy, and Walmart appearing alongside general platforms like Google, YouTube, and Facebook.
About This Benchmark
The LLM Authority Index AI Visibility Market Discovery Index tracks how often brands appear as valid recommendations across six canonical AI and search surface families. Each month, a fixed set of prompts is run across these surfaces, and the responses are qualified into the public benchmark denominator.
- AI Visibility Market Discovery Methodology
- AI Visibility Market Discovery Metric Definitions
- AI Visibility Market Discovery Research Standards
- Modeled AI Visibility Authority Value
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