ProForm AI Market Strategy Report - Treadmills

Answer Capsule

ProForm is visible in AI-generated treadmill recommendations but is not being chosen at the decision moment. The September 2026 LLM Authority Index benchmark recorded ProForm at 27.51% valid recommendation coverage, down 11.5 points from 39.0% in July 2026, the only decline the benchmark flags as significant. ProForm appeared in 190 of 429 qualified observations (44.29% raw mention presence) yet converted only 118 of those into valid recommendations, and it held rank one in just 1 of 429 observations (0.23%). The clearest win is a positive framing profile with a net sentiment score of 0.7211 and 7 negative mentions against 144 positive mentions. The clearest weakness is placement quality: a 7.93% top-three rate against a 44.29% presence rate. The clearest opportunity is converting existing brand mentions into shortlist placement, since ProForm is already in the conversation but is being passed over when AI systems name the best options.

Who This Report Is For

This report is written for ProForm's brand, ecommerce, and category marketing leadership, and for retail and channel partners who need to understand how AI systems are framing ProForm against NordicTrack, Sole Fitness, and Horizon Fitness when shoppers ask for treadmill recommendations.

Report Card

Executive Summary

ProForm holds meaningful presence in AI-generated treadmill recommendations but weak recommendation conversion. The September 2026 benchmark recorded ProForm in 190 of 429 qualified observations, a 44.29% raw mention presence rate, yet only 118 of those observations produced a valid recommendation, a 27.51% valid recommendation coverage rate. That gap between being mentioned and being recommended is the central finding of this report.

The benchmark flags ProForm as the only significant decliner in the category for September 2026. Valid recommendation coverage fell 11.5 points from 39.0% in July 2026 to 27.51% in September 2026. The decline was not a single-month event: ProForm moved down in each of the two months between measurements, with a 7.3-point drop arriving in the current month versus August 2026. Raw mention presence fell 11.7 points over the same window, from 56.0% to 44.29%.

Placement quality deteriorated alongside coverage. ProForm's top-three recommendation rate fell from 14.2% in July 2026 to 7.93% in September 2026, and its rank-one rate sat at 0.23%, representing a single rank-one placement across 429 qualified observations. Average recommended rank was 4.1296, meaning that when ProForm does earn a ranked recommendation, it typically lands in the middle of the list rather than at the top.

The strongest platform signal for ProForm is Perplexity, where the brand recorded a 35.59% valid recommendation coverage rate and a 22.03% top-three rate, both above its category-wide averages. The weakest platform signal is Gemini, where ProForm recorded an 11.43% valid recommendation coverage rate and a 1.43% top-three rate. ChatGPT showed a similar pattern: 22.86% valid recommendation coverage with a 0.00% top-three rate, meaning ProForm was recommended but never placed in the top three on that platform.

Sentiment is not the problem. ProForm recorded 144 positive mentions, 39 neutral mentions, and 7 negative mentions, producing a net sentiment score of 0.7211. The brand is being described favorably when it appears. The issue is that favorable description is not translating into shortlist placement.

The category context sharpens the finding. NordicTrack holds 69.7% valid recommendation coverage and a 52.0% rank-one rate. Sole Fitness holds 58.0% coverage and 40.79% top-three placement. Horizon Fitness holds 57.81% coverage and 38.69% top-three placement. ProForm's 27.51% coverage and 7.93% top-three rate place it in the middle of the field by coverage but near the bottom by placement quality among brands with comparable presence.

What ProForm Is Winning

Questions This Section Answers

• What does ProForm's sentiment profile and Perplexity performance actually tell us?
• How far does ProForm's top-ten footprint extend beyond its top-three rate?

ProForm's clearest win is its framing profile. The benchmark recorded 144 positive mentions against 7 negative mentions, producing a net sentiment score of 0.7211. That is a favorable framing position, and it means the brand is not being described in cautionary or comparative-anchor terms when it appears.

ProForm's second win is Perplexity. On that platform, ProForm recorded a 35.59% valid recommendation coverage rate and a 22.03% top-three rate, both above its category-wide averages. Perplexity also produced ProForm's highest positive visibility rate at 59.32%, indicating that when Perplexity surfaces ProForm, it does so in favorable terms.

ProForm's third win is its top-ten footprint. The brand appeared in the top ten in 108 of 429 qualified observations, a 25.17% top-ten rate. That is a broader placement footprint than its top-three rate suggests, and it indicates ProForm is frequently included in longer recommendation lists even when it is not shortlisted.

These are real but narrow wins. ProForm does not hold a leading position on any platform, and its rank-one rate of 0.23% is the second-lowest among tracked brands with any rank-one placement.

Where ProForm Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does ProForm convert so few of its AI mentions into actual recommendations?
• Which platforms show the widest gap between ProForm being mentioned and being shortlisted?
• How did ProForm's lost top-three placements move across the competitive landscape?

ProForm's clearest gap is recommendation conversion. The brand appeared in 190 qualified observations but earned a valid recommendation in only 118 of them. That means 72 observations, or 37.9% of ProForm's mentions, were references without recommendation credit. In those cases, AI systems named ProForm without placing it on the shortlist.

The second gap is top-three placement. ProForm's 7.93% top-three rate is well below Sole Fitness at 40.79% and Horizon Fitness at 38.69%, despite ProForm's presence rate being closer to those brands than the placement gap suggests. ProForm is being mentioned in similar conversations but is not being shortlisted in them.

The third gap is rank-one placement. ProForm held rank one in 1 of 429 qualified observations. NordicTrack held rank one in 223 observations. Sole Fitness held rank one in 20. Even Life Fitness, which recorded lower coverage than ProForm, held rank one in 14 observations. ProForm is effectively absent from the first position in AI-generated treadmill recommendations.

The fourth gap is platform-specific. On ChatGPT, ProForm recorded a 22.86% valid recommendation coverage rate but a 0.00% top-three rate. On Gemini, ProForm recorded an 11.43% valid recommendation coverage rate and a 1.43% top-three rate. These platforms are surfacing ProForm as a reference but not as a shortlisted option. By contrast, Perplexity placed ProForm in the top three in 22.03% of observations, suggesting the gap is not universal but platform-dependent.

The fifth gap is competitive displacement. The benchmark shows Peloton's lead over ProForm widened from 1.9 points in July 2026 to 18.7 points in September 2026. Peloton gained 5.3 points of coverage over the same window in which ProForm lost 11.5 points. The benchmark does not attribute ProForm's lost placements to a specific competitor, but the direction of movement suggests ProForm's prior top-three positions were absorbed elsewhere in the category.

Biggest Opportunity

Questions This Section Answers

• Where can ProForm close the conversion gap between mention and shortlist most easily?

ProForm's biggest opportunity is converting existing brand mentions into shortlist placement on ChatGPT and Gemini. The brand already appears in those platforms' responses at rates of 40.00% and 28.57% respectively, but its top-three rates on those platforms are 0.00% and 1.43%. That is a conversion gap, not a presence gap. The path from reference to recommendation on these two platforms is the clearest available improvement, and it does not require ProForm to win new conversations. It requires ProForm to be chosen within conversations it is already part of.

Competitive Landscape

Questions This Section Answers

• How does ProForm's placement quality compare to NordicTrack, Sole Fitness, and Horizon Fitness?
• Which competitors hold top-three positions that ProForm could realistically challenge?

NordicTrack holds dominant recommendation power in the treadmill category, with Sole Fitness and Horizon Fitness forming a clear second tier. ProForm sits in the middle of the field by coverage but near the bottom by placement quality among brands with comparable presence.

Average recommended rank covers rank-eligible recommendations only.

ProForm's position in the table shows a brand with mid-field coverage but bottom-tier placement. Its 7.93% top-three rate is closer to Life Fitness and Echelon than to Peloton, despite ProForm's presence rate being higher than both. Its 0.23% rank-one rate is the lowest among all tracked brands except those with no rank-one placements at all.

Prompt Evidence

ChatGPT / Brand Recommendation Prompt: "What is the most reliable treadmill?" Result: ProForm was mentioned but did not appear in the top three recommendations, consistent with its 0.00% top-three rate on ChatGPT.

Perplexity / Brand Recommendation Prompt: "What is the average cost of a good treadmill?" Result: ProForm appeared in a valid recommendation shortlist with a top-three placement, consistent with Perplexity's 22.03% top-three rate for the brand.

Gemini / Brand Recommendation Prompt: "best treadmill for home" Result: ProForm was mentioned but not shortlisted, consistent with Gemini's 1.43% top-three rate for the brand.

AI Mode / Brand Recommendation Prompt: "folding treadmill" Result: ProForm appeared in the response with a valid recommendation but at a mid-list position, consistent with its 4.1296 average recommended rank.

What CiteWorks Studio Would Do Next

Questions This Section Answers

• Which prompts and platforms should ProForm prioritize to convert mentions into shortlist placements?
• What does the five-phase plan identify as the highest-leverage fix for ProForm's AI visibility?

Phase 1: AI Market Discovery Audit Map every prompt where ProForm is mentioned but not shortlisted, and identify which competitors absorb the top-three placements ProForm loses.

Phase 2: Recommendation Readiness Plan Prioritize the ChatGPT and Gemini conversion gap, where ProForm already has presence but no top-three placement, and build a platform-specific plan to move from reference to recommendation.

Phase 3: Owned Answer Layer Buildout Strengthen ProForm's owned pages around the specific prompt types where the brand is mentioned but not chosen, particularly reliability, durability, and home-use framing.

Phase 4: Citation / Authority Layer Development Build the public evidence layer that AI systems retrieve when forming treadmill recommendations, focusing on the source types that support shortlist placement rather than mere mention.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track ProForm's coverage, top-three rate, and rank-one rate monthly against the September 2026 baseline to confirm whether the decline has stabilized and whether conversion improvements are holding.

Why This Matters

AI presence alone is not enough. ProForm appears in 44.29% of qualified treadmill observations, but it is shortlisted in only 27.51% and placed in the top three in only 7.93%. A shopper who asks an AI system for a treadmill recommendation is more likely to see ProForm named as context than to see it named as a choice. That distinction matters because the shortlist is where the buying decision forms.

The next move is targeted correction of the prompt, page, and citation layers that determine whether ProForm is referenced or recommended. The brand does not need to win new conversations. It needs to be chosen within conversations it is already part of, particularly on ChatGPT and Gemini, where the conversion gap is widest.

Core Metrics

Sentiment Score

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

For ProForm in September 2026: (144 × 1 + 39 × 0 + 7 × -1) / 190 = 137 / 190 = 0.7211.

This matters because unclassified mention counts are misleading. A brand that appears in 190 observations sounds visible, but that number says nothing about whether the brand was recommended, referenced neutrally, or flagged as a caution. ProForm's 190 mentions break down into 144 positive, 39 neutral, and 7 negative. The positive share is strong, but the neutral share of 20.5% indicates that roughly one in five ProForm mentions is a factual reference rather than an endorsement.

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. ProForm's sentiment score of 0.7211 is favorable, but it does not change the fact that the brand is shortlisted in only 27.51% of observations and placed in the top three in only 7.93%. Classified sentiment is required before interpreting AI visibility, and in ProForm's case it shows a brand that is described well but chosen infrequently.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of ProForm's position in AI-generated treadmill recommendations for September 2026. It is not a client result and does not imply that any remediation work has been performed.
2. The reporting window is September 2026, with July 2026 as the series baseline and August 2026 as the intermediate measurement.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. All six recorded at least one qualified observation in September 2026.
4. The September 2026 benchmark comprised 429 qualified observations, drawn from a raw collection universe of 800 prompt-surface observations and 557 unique questions.
5. The competitor universe comprised ten tracked brands: NordicTrack, Sole Fitness, Horizon Fitness, Peloton, ProForm, Bowflex, Life Fitness, Echelon, Precor, and Schwinn.
6. All qualified observations in September 2026 fell into the Brand Recommendation buyer-intent cluster. The pricing-and-value and multi-brand comparison clusters registered zero qualified observations.
7. The benchmark uses a stage-based qualification process. Raw prompt-surface observations are filtered for relevance and qualification before entering the public denominator. Brand-level percentages are calculated on the qualified set, not the raw collection universe.
8. A mention is counted when a tracked brand appears in a qualified observation, regardless of whether it is recommended. ProForm recorded 190 mentions in September 2026.
9. A valid recommendation is counted when a brand appears in a valid recommendation shortlist within a qualified observation. ProForm recorded 118 valid recommendations in September 2026.
10. Top-three rate and rank-one rate are calculated on the qualified observation count, not on the mention count. ProForm's 7.93% top-three rate reflects 34 top-three placements across 429 qualified observations.
11. Average recommended rank covers rank-eligible recommendations only. ProForm's average recommended rank of 4.1296 reflects the positions where it received rank credit.
12. The benchmark does not measure market share, attributable sales, organic-search ranking, or causality from a metric movement alone. Monthly movements reflect changes in AI-generated recommendations and presence, not necessarily changes in brand quality or consumer preference.

See Where AI Is Recommending Your Brand

The public benchmark shows where ProForm stands in AI-generated treadmill recommendations. A company-level AI visibility audit maps the specific prompts, platforms, and competitor displacements behind those numbers, and identifies the clearest path from mention to shortlist.