GPS Dog Collars and Smart Pet Trackers: AI Visibility Market Discovery Index

Benchmark Summary

Questions This Section Answers

• Which GPS dog collar brand leads AI recommendation coverage, and by how much?
• Did any tracked brand move beyond normal month-to-month variation?

Halo Collar led the category in valid recommendation coverage in October 2026 at 63.0%, up from 61.5% in July 2026. The gap to the next brand, Tractive, was 13.7 percentage points in October 2026, with Tractive at 49.3%, down from 54.1% in July 2026.

No brand recorded a coverage increase beyond normal month-to-month variation in October 2026. The largest coverage decline was Garmin Ltd., which fell from 37.1% in July 2026 to 29.3% in October 2026, a decrease of 7.8 percentage points.

Garmin Ltd. was the only brand to move beyond normal month-to-month variation across the full series, and no brand showed significant movement in either direction compared with September 2026. The leader, Halo Collar, remained stable, and four of five brands were classified as stable. Garmin Ltd. declined in each of the three months since July 2026, moving from 37.1% to 33.8% in August 2026, to 30.3% in September 2026, and to 29.3% in October 2026.

The benchmark began with 800 prompt-surface observations in each month and produced 525 qualified observations in October 2026 after qualification.

Current Benchmark at a Glance

Qualified surface breadth refers to the number of canonical AI/search surface families with at least one qualified observation: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. The benchmark recorded qualified observations across all six families in both months. August 2026 recorded 527 qualified observations and September 2026 recorded 544, both below the July 2026 baseline.

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending GPS Dog Collars and Smart Pet Trackers

Research Scope and Qualification

Questions This Section Answers

• How did the 800 raw prompt-surface observations narrow to the qualified benchmark denominator?
• What does the difference between source observations and qualified observations mean for how the brand percentages should be read?

The public benchmark is narrower than the raw collection universe by design. The qualification funnel shows how raw prompt-surface observations narrow to the qualified benchmark denominator.

Brand-level percentages use the qualified observations as the public denominator, not the raw collection. See the AI Visibility Market Discovery Methodology for full details on the qualification process.

Current Brand Standings

Questions This Section Answers

• Which brands lead the current standings in valid recommendation coverage and top-three placement?
• How do presence rate and rank-one rate separate brands that have similar coverage?

The table below shows the current-month benchmark view, sorted by valid recommendation coverage.

How to Read the Standings

• Presence rate is the share of qualified observations in which the brand appears anywhere in the AI response, regardless of recommendation status.
• Valid recommendation coverage is the share of qualified observations in which the brand receives a valid recommendation.
• Top-three rate is the share of qualified observations in which the brand appears among the top three recommended options.
• Rank-one rate is the share of qualified observations in which the brand is the first or top recommendation.
• Net sentiment is the share of positive mentions minus the share of negative mentions, relative to all mentions.

For formulas and denominator rules, see AI Visibility Market Discovery Metric Definitions.

Recommendation Coverage Movement

Questions This Section Answers

• Which GPS dog collar brands gained or lost recommendation coverage since the July 2026 baseline?
• Why did Garmin Ltd. record the largest coverage decline in the series?

The table below shows baseline-to-current movement for each tracked brand.

Between September 2026 and October 2026, all five brands moved within normal month-to-month variation: Fi declined 1.4 percentage points, Halo Collar rose 1.2 percentage points, PetSafe rose 0.9 percentage points, Tractive rose 0.6 percentage points, and Garmin Ltd. declined 1.0 percentage point. Fi has declined in each of the two months since August 2026, though this pattern also remains within normal variation.

Largest Decline: Garmin Ltd.

Garmin Ltd. recorded the largest coverage decline of the series, falling from 37.1% in July 2026 to 29.3% in October 2026, a decrease of 7.8 percentage points that was beyond normal month-to-month variation across the full period. Coverage declined in each of the three months since July 2026, moving from 37.1% to 33.8% in August 2026, to 30.3% in September 2026, and to 29.3% in October 2026. The brand's top-three rate also declined from 22.7% in July 2026 to 20.0% in October 2026, a drop of 2.7 percentage points. In October 2026, PetSafe moved ahead of Garmin Ltd. in valid recommendation coverage, with PetSafe at 30.9% and Garmin Ltd. at 29.3%, a reversal of the 8.0-percentage-point lead Garmin Ltd. held in July 2026. The gap between Garmin Ltd. and PetSafe moved in a single direction in every month of the series.

Category Leader: Halo Collar

Halo Collar remained the category leader in valid recommendation coverage, at 63.0% in October 2026, up from 61.5% in July 2026. Its presence rate rose from 77.1% to 80.2% over the same period. The brand's top-three rate rose from 43.8% in July 2026 to 53.3% in October 2026, a gain of 9.5 percentage points, while its rank-one rate slipped from 6.9% to 6.3%.

Stable Brands

Fi, PetSafe, and Tractive were all classified as stable. Fi moved from 46.8% in July 2026 to 49.9% in August 2026, 47.1% in September 2026, and 45.7% in October 2026. Fi's rank-one rate rose from 8.2% in July 2026 to 13.7% in October 2026, a gain of 5.5 percentage points. PetSafe held near 30% across the series, moving from 29.1% in July 2026 to 30.6% in August 2026, 30.0% in September 2026, and 30.9% in October 2026. Tractive declined from 54.1% in July 2026 to 49.3% in October 2026, a decrease of 4.8 percentage points that remained within normal month-to-month variation, though it moved up slightly from September 2026.

Recommendation Placement Snapshot

Questions This Section Answers

• Which brand leads in rank-one placement, and how does that differ from the coverage leader?
• How can similar coverage levels hide very different first-position rates?

Coverage alone does not show how prominently a brand is recommended. Placement rates reveal how often a brand appears at the top of recommendation lists. Tractive continued to lead in rank-one rate despite holding lower coverage than Halo Collar.

Tractive led in rank-one placement at 31.1% in October 2026, down from 36.0% in July 2026. Halo Collar's rank-one rate of 6.3% remained far below its 63.0% coverage, while Fi's rank-one rate rose from 8.2% to 13.7%. Similar coverage levels can still hide very different first-position rates.

Buyer-Intent Distribution

Questions This Section Answers

• Which buyer-intent class do all qualified observations fall into?
• Which buyer-intent classes, such as Pricing & Value or Multi-Brand Comparison, are not yet measured in the public series?

All qualified observations in the series fell into the Brand Recommendation class, reflecting discovery-and-consideration queries where shoppers seek recommended brands.

The current public series measures the Brand Recommendation class of discovery and does not yet contain qualified observations in the Pricing & Value or Multi-Brand Comparison classes.

Historical Measurement Record

This is an evergreen benchmark URL. New measurements are added to the same report.

Evidence and Source Layer

Questions This Section Answers

• What types of sources support the AI recommendation observations?
• How should source presence be interpreted relative to the recommendation outcome?

The 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 across all surfaces and query variations
• Organic-search ranking performance
• Social media mention volume
• Private or sponsored channel activity
• Causality from a metric movement alone

Top 10 Cited Domains

Questions This Section Answers

• Which domains did AI platforms cite most often in GPS dog collar responses?
• Which tracked brand domains appeared among the top 10 cited sources?

Across all AI platform responses in October 2026, the benchmark observed 7,083 citations drawn from 856 unique domains.

Citations were concentrated at the top of the list: the ten most-cited domains together accounted for roughly 40% of all citations, while the remaining 846 unique domains shared the rest. Two tracked brand domains appear in the top 10, halocollar.com at rank 5 and petsafe.com at rank 6. The mix skews toward general discovery and retail platforms, with video, search, community, and marketplace domains taking the top four positions, followed by a cluster of review and editorial outlets including treelinereview.com and pcmag.com.

About This Benchmark

The LLM Authority Index AI Visibility Market Discovery Index tracks how AI and search surfaces recommend brands within a category. It measures presence, recommendation coverage, placement, and sentiment across six canonical AI surface families. The benchmark uses a consistent qualification methodology so month-over-month comparisons reflect genuine shifts in AI recommendation behavior.

• 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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