How AI Search Is Recommending Cat Food, Litter and Cat Care: Monthly Trends

Executive Summary

Tiki Cat remains the category leader in October 2026 with valid recommendation coverage of 60.9%, up 0.7 points from 60.2% in July 2026. The gap to Weruva, the next closest brand, stands at 13.7 points, with Weruva at 47.2%. Tiki Cat's leadership is not new; the benchmark has placed it first in every month of the tracked series.

The sharpest movement this month came from World's Best Cat Litter, which the benchmark classifies as a significant riser. Its valid recommendation coverage climbed from 20.3% in July 2026 to 25.0% in October 2026, a gain of 4.7 points, and from 19.9% in September 2026 to 25.0% in October 2026, a gain of 5.1 points. Both movements exceed normal month-to-month variation, and the brand is now on a two-month upward streak.

Pretty Litter remains the category's significant decliner, with coverage falling from 6.8% in July 2026 to 3.5% in October 2026, down 3.3 points, and from 3.9% in September 2026 to 3.5% in October 2026. This is a third consecutive monthly decline. Dr. Elsey's recorded the largest single-month gain of the series, rising 6.6 points from 29.0% in September 2026 to 35.6% in October 2026, while Smalls slipped 1.4 points over the same interval.

Against the prior month, the category is best read as mixed rather than uniformly stable. Two brands recorded significant movement, one up and one down, while the remaining eight stayed within normal variation. Measured across the full baseline-to-current window, the upper tier has held its order, and the most consequential shifts sit in the middle and lower bands.

Each monthly run begins with 800 prompt-surface observations (614 unique questions in October 2026) across the benchmark's defined AI/search surface universe. All 800 mentioned a tracked brand or competitor; 780 were relevant and 20 were irrelevant. The public metrics use the 665 qualified observations that survive both qualification stages, against 681 in July 2026 (582 unique questions), 668 in August 2026 (630 unique questions), and 672 in September 2026 (625 unique questions).

Key Findings

AI Response Inconsistency Alerts

The benchmark identified one critical or high-severity factual inconsistency across two AI platforms this month. Both conflicting responses concerned the same company and the same question.

Smalls

AI platforms provided conflicting information about Smalls' availability in physical retail. The inconsistency carries a high severity rating and concerns product availability. When asked "Can you buy Smalls in stores?", Perplexity stated that Smalls is sold in stores, with retailers listing the brand in many physical locations nationwide, including 370+ stores nationwide, citing an Instagram post announcing the store expansion alongside the company's own retail locator and Smalls Mart help page. Copilot stated the opposite: that large chains like PetSmart and Petco generally do not stock Smalls, and that the brand is only available in select specialty retailers, citing a regional pet retailer page and individual PetSmart and Petco store listings.

The two answers describe incompatible distribution footprints. One presents broad national shelf presence, the other presents absence from the largest specialty chains and a limited specialty-only footprint. Two sources were flagged as contributing to the discrepancy: the Instagram expansion announcement was flagged at 0.95 confidence, and the company's own retail page at 0.7 confidence. The responses differed on a question where a shopper would reasonably expect a single factual answer.

Benchmark Context

Questions This Section Answers

• How does the qualified benchmark set differ from the raw prompt collection?
• What changed in the benchmark-level metrics between July and October 2026?

The benchmark separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

These two qualification stages are applied consistently to each tracked month, and the Benchmark-Level Metrics below report outcomes against that same qualified base month over month.

Benchmark-Level Metrics

The recommendation-shaped answer share moved sharply across the series. It stood at 55.7% in August 2026 and 53.9% in September 2026 before reaching 75.9% in October 2026. The valid recommendation shortlist share followed a similar pattern, peaking at 85.8% in August 2026, settling at 83.3% in September 2026, then rising to 93.5% in October 2026. The October reading reflects a month in which AI systems answered with recommendation-shaped responses more often than in any prior month of the series.

AI Recommendation Trend

Questions This Section Answers

• Which brands held the top spots in October 2026, and how wide is the gap to the leader?
• Which brands moved significantly over the tracked baseline-to-current window?

A Stable Top Order With Significant Movement Below It

Tiki Cat has held first place in every tracked month, and the leadership gap remains in double digits. Second place has mostly gone to Weruva, which led Smalls into October by 1.9 points; Smalls briefly moved into second place in September before Weruva reclaimed it in October. The notable change sits beneath the top tier: World's Best Cat Litter recorded a movement classified as significant, lifting into a new coverage band, while Pretty Litter continued a decline that has now run three months.

Two brands exceeded normal month-to-month variation across the full baseline-to-current window: World's Best Cat Litter on the upside and Pretty Litter on the downside. The other eight movements fall within the range the benchmark treats as ordinary variation, and the category-level picture reflects the combination of several smaller shifts alongside those two. Separately, and specific to the September-to-October interval, Dr. Elsey's recorded a significant single-month gain of 6.6 points.

What Changed This Month

Questions This Section Answers

• Why did World's Best Cat Litter's rise qualify as significant, and where did the gain come from?
• What drove Pretty Litter's three-month decline in coverage and presence?
• What made Dr. Elsey's September-to-October jump the largest single-month move in the series?

World's Best Cat Litter Steps Into a Higher Coverage Band

World's Best Cat Litter is the category's significant riser. Valid recommendation coverage rose from 20.3% in July 2026 to 25.0% in October 2026, a gain of 4.7 points above the benchmark's significance threshold. The movement is sharper still on a single-month basis: the brand sat at 19.9% in September 2026 before the 5.1-point jump to 25.0% in October 2026. The result is a two-month upward streak.

In absolute terms, the brand recorded 138 valid recommendations in July 2026, 124 in August 2026, 134 in September 2026, and 166 in October 2026. Raw mention presence rose from 23.5% in July 2026 to 26.5% in October 2026. Its top-three rate moved from 17.0% to 20.2% over the same window.

The distinction to notice: the coverage gain is running ahead of the presence gain. The brand is being recommended more often within the prompts where it appears, and the larger contributor is recommendation credit rather than broader mention. Its rank-one rate slipped slightly, from 3.2% in July 2026 to 2.7% in October 2026, so the improvement is concentrated below the first position.

Highest-priority diagnostic: Which prompt types and surfaces produced the October recommendations, and whether the added placement is concentrated in mid-tier positions that could move further.

Pretty Litter Extends Its Decline to Three Months

Pretty Litter remains the category's significant decliner. Valid recommendation coverage fell from 6.8% in July 2026 to 3.5% in October 2026, a drop of 3.3 points. The path was not linear: the brand recorded 5.1% in August 2026, 3.9% in September 2026, and 3.5% in October 2026. This is the third consecutive month of decline, though the September-to-October step of 0.4 points sits below the significance threshold on its own.

In absolute terms, Pretty Litter held 46 valid recommendations in July 2026, 34 in August 2026, 26 in September 2026, and 23 in October 2026. Raw mention presence fell from 8.5% in July 2026 to 4.8% in October 2026, a wider drop of 3.7 points. Its top-three rate declined from 3.8% to 1.8%.

The distinction to notice: presence is falling faster than coverage. AI systems are mentioning the brand less often across the qualified set, and the recommendation credit it retains is increasingly concentrated. The brand also recorded two negative-sentiment observations in October 2026 against zero in July 2026. With only 23 valid recommendations, percentage movements here can swing on very few prompts.

Highest-priority diagnostic: Which prompt categories account for the lost presence, and whether those prompts now surface competing litter brands.

Dr. Elsey's Records the Largest Single-Month Gain of the Series

Dr. Elsey's valid recommendation coverage rose from 31.0% in July 2026 to 35.6% in October 2026, a gain of 4.6 points that sits just under the benchmark's significance threshold for the full window. The sharper story is the prior-to-current step: coverage moved from 29.0% in September 2026 to 35.6% in October 2026. The 6.6-point jump is classified as significant and is the largest single-month move recorded by any brand in the series. The brand is now on a two-month upward streak.

In absolute terms, Dr. Elsey's held 211 valid recommendations in July 2026, 184 in August 2026, 195 in September 2026, and 237 in October 2026. Raw mention presence rose from 34.5% in July 2026 to 37.1% in October 2026. Its top-three rate climbed from 24.2% to 29.6%. The 5.4-point gain in top-three rate is itself classified as significant.

The distinction to notice: the October gain is visible in both presence and placement, which separates it from a movement driven by a handful of prompts. The brand's rank-one rate also improved, from 16.4% in July 2026 to 19.1% in October 2026, and its net sentiment reading sits at 1.0 for the month.

Highest-priority diagnostic: Whether the added coverage is concentrated on surfaces where the brand was previously thin, and whether the September-to-October step holds in the next cycle.

Smalls Slips From Its September Peak

Smalls' valid recommendation coverage stands at 45.3% in October 2026, up 3.2 points from 42.1% in July 2026 but down 1.4 points from the 46.7% recorded in September 2026. The brand ranks third in the category this month, 15.6 points behind leader Tiki Cat and 1.9 points behind second-place Weruva. Neither the baseline movement nor the prior-month movement crosses the significance threshold.

In absolute terms, Smalls held 287 valid recommendations in July 2026, 309 in August 2026, 314 in September 2026, and 301 in October 2026. Raw mention presence was 46.3% in October 2026, essentially level with 44.9% in July 2026. Its rank-one rate moved from 25.8% to 22.4%, a 3.4-point decline.

The distinction to notice: Smalls' presence and coverage remain strong while its first-position rate has eased. This is a placement shift within a large presence base rather than a visibility loss, and at this observation count a 1.4-point monthly change is well inside ordinary variation.

Highest-priority diagnostic: Which prompts moved Smalls out of first position, and which brands took those placements.

Tiki Cat Holds the Lead While Its First-Position Rate Eases

Tiki Cat's valid recommendation coverage was 60.9% in October 2026, up 0.7 points from 60.2% in July 2026 and up 0.8 points from 60.1% in September 2026. The brand has led the category in every month of the tracked series, and the lead has not changed hands.

In absolute terms, Tiki Cat held 410 valid recommendations in July 2026, 421 in August 2026, 404 in September 2026, and 405 in October 2026. Its top-three rate rose from 43.2% to 45.0%. Raw mention presence eased from 69.6% in July 2026 to 64.7% in October 2026. The 4.9-point decline in raw mention presence sits just under the significance threshold.

The distinction to notice: the brand is being mentioned across a narrower share of prompts while its recommendation credit holds. Its rank-one rate eased from 13.2% in July 2026 to 12.3% in October 2026. The lead is stable, but the composition underneath it has shifted slightly away from broad mention and toward concentrated recommendation.

Highest-priority diagnostic: Whether the presence decline is spread across surfaces or concentrated on one, and which prompts account for it.

Notable Gaps Show a Widening Separation in the Litter Segment

The gap between Pretty Litter and World's Best Cat Litter widened from 13.5 points in July 2026 to 21.5 points in October 2026, and it widened in every month of the series. This is a category observation about competitive repositioning rather than one brand's problem: it reflects the combination of one brand's rising coverage and another's decline across the same window.

The distance between Dr. Elsey's and Pretty Litter widened from 24.2 points in July 2026 to 32.1 points in October 2026, though that widening was not monotonic month over month. The gap between Pretty Litter and Weruva moved from 37.0 points to 43.7 points across the series.

Next inspection: Whether these widening separations reflect a structural repositioning within the litter segment or specific prompt-level dynamics that favor the higher-coverage brands.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent cluster did all qualified cat food, litter, and cat care observations fall into?
• What can this benchmark measure well, and what buyer questions can it not yet answer?

In October 2026, all 665 qualified observations fell into the Brand Recommendation cluster. There were no qualified observations in the Pricing & Value or Multi-Brand Comparison clusters. Price positioning, value perception, and head-to-head comparison outcomes have no signal in this data. The benchmark therefore measures discovery-and-consideration behavior well, and it cannot yet answer questions about how brands compare on price or in direct matchups in this category. The recommendation-shaped answer share for the month, 75.9%, is consistent with a qualified set dominated by direct brand-recommendation queries.

Brand Opportunity Summary

Questions This Section Answers

• Which brands warrant attention this month, and what diagnostic should each one examine next?

The benchmark identifies where attention is warranted across the brand set; a company-level analysis is needed to explain why individual brands move as they do.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations capturing the query, the AI surface used, the recommendation outcome, any rank or position, sentiment, and citations where exposed. Company-level analysis can go deeper into prompt patterns, competitor presence, surface-level variance, and evidence sources. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the CiteWorks Studio AI Market Discovery research program. Key links:

• AI Visibility Industry Market
• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• Movement in this report is directional. A change between months identifies where attention is warranted, but it does not by itself establish the cause of that change.
• Small counts matter. KitNipBox and Cat Person sit near the floor of the qualified set, and their percentage movements can swing on very few prompts. Their absolute valid recommendation counts should be read alongside their rates.
• The qualified denominator (665 observations in October 2026) differs from the raw collection (800 prompt-surface observations). Brand-level percentages are calculated within the qualified set, not the raw collection.
• The recommendation-shaped answer share rose 23.9 points from July 2026 to October 2026. Because brand percentages are calculated within the qualified set, a shift in the mix of answer types can affect how a coverage rate should be read against earlier months.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

The aggregate percentages in this report sit on top of individual prompt-level decisions. Which high-intent queries are won or lost, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each option, and which external sources shape those answers are all questions the monthly benchmark surfaces but cannot answer on its own.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. Instead of tracking a single percentage, you can see the specific queries and surfaces where your brand wins, loses, or is absent, and what the AI systems say about you.

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