How AI Search Is Recommending Equipment Financing: Monthly Trends

Executive Summary

The Equipment Financing category recorded significant movement in September 2026, with three tracked brands declining beyond normal month-to-month variation. Crest Capital remains the category leader by valid recommendation coverage at 44.9%, but its lead over National Funding has narrowed to 0.8 points, with National Funding at 44.1%. Both leaders fell sharply from their July 2026 levels, yet the competitive gap between them has collapsed into a near tie.

The largest riser this month was Balboa Capital, whose valid recommendation coverage rose 3.0 points from 16.7% in August 2026 to 19.7% in September 2026. That movement was not significant against the category's variation threshold, but it extends a two-month upward streak that has brought Balboa Capital from 12.7% in July 2026 to its current 19.7%, now ranking third in the category.

The sharpest decliner was National Funding, which fell 19.9 points from 64.0% in August 2026 to 44.1% in September 2026, a significant drop. Crest Capital also declined significantly, down 15.8 points from 60.7% to 44.9%, and eLease continued its multi-month slide, falling 5.2 points to 5.5%. The headline is a reordering of the category: the two leaders have converged near 44% to 45%, the mid-tier has thinned, and Balboa Capital has emerged as the clear third brand.

Each monthly benchmark run begins with 800 prompt-surface observations (597 unique questions in July 2026; 629 in August 2026; 603 in September 2026) across the defined AI/search surface universe. All 800 mentioned a tracked brand or competitor in each month; 215 were relevant and 585 were irrelevant in July 2026, versus 155 relevant and 645 irrelevant in August 2026, and 132 relevant and 668 irrelevant in September 2026. The public metrics use the 213 qualified observations from July 2026, the 150 qualified observations from August 2026, and the 127 qualified observations from September 2026 that survive both qualification stages.

Key Findings

Benchmark Context

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

The qualified observation count fell from 213 in July 2026 to 127 in September 2026, and the relevant prompt count dropped from 215 to 132 across the same period. The August 2026 intermediate month sat between these at 150 qualified observations. This shrinking qualified set means the September 2026 figures are computed on the smallest denominator of the series, which is worth holding in mind when interpreting single-brand movements.

Benchmark-Level Metrics

The share of answers shaped as recommendations fell from 75.6% in July 2026 to 56.7% in September 2026, and the recommendation-shaped answer share dropped to 48.0%. In August 2026, the valid recommendation shortlist share stood at 68.7%, meaning the September decline accelerated rather than stabilized. The category's AI answers are becoming less recommendation-oriented overall, which compresses coverage percentages across the field.

AI Recommendation Trend

The two-leader structure held, but both leaders declined significantly, creating a near-tie at the top.

Three brands exceeded the category's normal variation threshold: Crest Capital's 13.8-point decline, eLease's 16.1-point decline, and National Funding's 22.6-point decline. The rest of the category shifted within expected ranges. Balboa Capital's rise and Smarter Finance USA's gains combined with several stable brands to reshape the order behind the top two.

What Changed This Month

Crest Capital: Significant decline, yet still the category leader

Crest Capital's valid recommendation coverage fell 15.8 points from 60.7% in August 2026 to 44.9% in September 2026, a significant decline. Against the July 2026 baseline of 58.7%, the drop measures 13.8 points, also significant. In absolute terms, Crest Capital's valid recommendation count fell from 125 in July 2026 to 57 in September 2026, within a qualified base that shrank from 213 to 127 observations over the same period.

Crest Capital's other counts also fell in absolute terms: its present count dropped from 146 to 89, its top-three count dropped from 87 to 54, and its rank-one count dropped from 46 to 39. Because the qualified base shrank faster than several of these counts, some of Crest Capital's rate-based metrics rose even as the underlying counts fell — presence rate rose from 68.5% to 70.1%, top-three rate rose from 40.9% to 42.5%, and rank-one rate rose from 21.6% to 30.7%. The benchmark cannot distinguish whether this reflects a genuinely stronger relative position within a smaller answer set or simply a smaller response base; the coverage rate, which declined significantly, remains the more reliable signal of Crest Capital's overall standing this month.

Crest Capital is still the category's leader by valid recommendation coverage and holds more rank-one placements (39) than any other tracked brand, but that lead now rests on a narrower base of appearances and recommendations than in July 2026.

Highest-priority diagnostic: Which prompt types stopped producing recommendation-shaped answers, and does Crest Capital's narrower absolute footprint still cover the category's highest-value queries?

National Funding: Largest decliner, losing its category lead

National Funding's valid recommendation coverage fell 19.9 points from 64.0% in August 2026 to 44.1% in September 2026, the sharpest decline in the category and significant against the variation threshold. Against the July 2026 baseline of 66.7%, the drop measures 22.6 points, also significant. In absolute terms, National Funding went from 142 valid recommendations in July 2026 to 56 in September 2026, within a qualified base that shrank from 213 to 127 observations.

The coverage loss coincided with a decline in top placement. National Funding's rank-one rate fell from 18.8% in July 2026 to 7.1% in September 2026, and its rank-one count fell from 40 to 9 over the same span — a decline steeper than the shrinking response base alone would explain. Its present count fell from 171 to 96, keeping its presence rate relatively steady at 75.6% (down 4.7 points from 80.3%), meaning the brand still appears in most answers but is increasingly not named first.

The distinction is between presence and recommendation priority. National Funding remains the most-mentioned brand in the category by both rate and count, but its hold on the top recommendation slot has eroded. The category has shifted from a clear National Funding lead to a near-tie in which Crest Capital now holds the stronger rank-one position (39 rank-one placements versus National Funding's 9).

Highest-priority diagnostic: Which surfaces or prompt types shifted National Funding from the first recommendation to a lower placement, and which brand is taking the top slot when National Funding loses it?

eLease: Continuing multi-month decline

eLease's valid recommendation coverage fell 5.2 points from 10.7% in August 2026 to 5.5% in September 2026, extending a two-month decline. Against the July 2026 baseline of 21.6%, the drop measures 16.1 points, which is significant against the category's variation threshold. In absolute terms, eLease went from 46 valid recommendations in July 2026 to 7 in September 2026.

The loss is driven primarily by visibility. eLease's raw mention presence dropped from 25.8% in July 2026 to 7.1% in September 2026, and its present count fell from 55 to 9 over the same span. The top-three rate declined from 10.3% to 4.7%, with its top-three count falling from 22 to 6. The rank-one rate rose from 1.4% to 2.4%, but its rank-one count held flat at 3 in both periods, meaning eLease is not winning more top placements — it is simply appearing in far fewer answers overall.

The distinction is between disappearing from answers and falling within answers. eLease is not being recommended less favorably when it does appear; it is being surfaced in far fewer qualifying answers altogether. Net sentiment remained positive, at 0.8 in September 2026, though down from 0.96 in July 2026, suggesting the issue is presence, not perception.

Highest-priority diagnostic: Which prompt types or surfaces stopped surfacing eLease, and which brands are taking the recommendations it previously captured?

Balboa Capital: Third-place emergence on a two-month rise

Balboa Capital's valid recommendation coverage rose 3.0 points from 16.7% in August 2026 to 19.7% in September 2026, the largest upward movement in the category this month. Against the July 2026 baseline of 12.7%, the rise measures 7.0 points, which is not significant against the variation threshold but reflects a two-month upward streak.

In absolute terms, Balboa Capital's valid recommendation count held roughly flat, from 27 in July 2026 to 25 in September 2026, and its present count also declined slightly, from 40 to 37, even as the category's qualified base shrank from 213 to 127. The percentage increases in Balboa Capital's presence and coverage rates are therefore driven substantially by the smaller response denominator rather than by a larger absolute footprint. Top-three placements held nearly flat, from 19 to 18, and rank-one placements held exactly flat at 5 in both periods. Net sentiment improved modestly, from 0.8 to 0.9.

Balboa Capital's rank order improved to third in the category, but its absolute counts across presence, valid recommendations, and top-three placements were flat to slightly down; the rate gains reflect the shrinking answer base more than new visibility. The brand now sits 24.4 points behind National Funding in coverage, narrower than the 54.0-point gap recorded in July 2026.

Highest-priority diagnostic: What would be needed to grow Balboa Capital's rank-one placements beyond its current flat count of 5, and are its absolute appearances holding steady across specific surfaces or prompt types?

Smarter Finance USA: Steady climb into the upper mid-tier

Smarter Finance USA's valid recommendation coverage rose 1.8 points from 5.3% in August 2026 to 7.1% in September 2026, extending a two-month upward streak. Against the July 2026 baseline of 4.2%, the rise measures 2.9 points, which is not significant against the variation threshold.

In absolute terms, Smarter Finance USA held at 9 valid recommendations in both July and September 2026, and its present count also held flat at 15 in both periods, even as the qualified base shrank from 213 to 127. The percentage increase in its presence rate therefore reflects the smaller denominator rather than a larger absolute footprint. Top-three placements rose slightly, from 5 to 6, but rank-one placements fell from 2 to 0, meaning Smarter Finance USA is appearing in a larger share of a smaller answer pool without currently winning the top recommendation slot.

The distinction is between a rising rate and a growing footprint. Smarter Finance USA's absolute presence and recommendation counts are essentially unchanged; its improved rates are a function of the shrinking category-wide answer base.

Highest-priority diagnostic: Which prompts surface Smarter Finance USA but place it outside the top recommendation, and what attributes would move it into the rank-one slot?

Ascentium Capital: Small-count rise worth isolating

Ascentium Capital's valid recommendation coverage rose 1.9 points from 2.0% in August 2026 to 3.9% in September 2026, and 2.5 points from the July 2026 baseline of 1.4%. In absolute terms, Ascentium Capital's valid recommendation count rose from 3 in July 2026 to 5 in September 2026, and its top-three count rose from 2 to 4, while its present count held flat at 6 in both periods. This means more of Ascentium Capital's same six appearances converted into valid recommendations and top-three placements. Its rank-one count rose from 1 to 3.

The distinction is between percentage movement and count movement. A rise from 3 to 5 valid recommendations, or from 1 to 3 rank-one placements, is driven by a handful of answers. The signal is that more of Ascentium Capital's limited appearances are converting into stronger placements, not that it is building broad category-wide visibility.

Highest-priority diagnostic: Which specific prompts surface Ascentium Capital, and whether those are high-intent queries worth defending or isolated mentions.

Buyer-Intent Interpretation

In September 2026, all 127 qualified observations fell into the Brand Recommendation cluster. None of the qualified observations captured pricing or value questions, and none captured direct multi-brand comparison queries. The public benchmark can therefore speak to which providers AI recommends for equipment financing, but it cannot yet answer questions about how AI portrays pricing, rates, or head-to-head tradeoffs between providers. Those commercial questions remain open for company-level analysis.

Brand Opportunity Summary

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Market Discovery research program.

• AI Industry Market Discovery Methodology
• AI Industry Market Discovery Metrics
• AI Industry Market Discovery Standards

Report-Specific Interpretation Notes

• The qualified observation count fell from 213 in July 2026 to 127 in September 2026; movements on smaller counts deserve more scrutiny, especially for brands with single-digit coverage.
• The significant declines for Crest Capital, eLease, and National Funding are directional signals, not proof of cause; the benchmark identifies where to look, not why it happened.
• The category's shift away from recommendation-shaped answers compresses coverage percentages; a decline in coverage may reflect fewer qualifying answers, not a brand-specific loss.
• Several brands moved on rate metrics while their absolute presence and recommendation counts stayed flat or declined (Balboa Capital, Smarter Finance USA, Crest Capital); those rate gains reflect the shrinking qualified base rather than a larger footprint.
• Several brands have small absolute valid recommendation counts (Ascentium Capital at 5, Currency at 2, Bankers Capital at 0); their percentage movements should be read with that small-count caveat.

Next Step

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

Beneath the aggregate percentages sit questions the public benchmark cannot answer: which high-intent prompts is a brand winning, which competitor takes the recommendation when it loses, what attributes does AI associate with each option, and which external sources are shaping those answers. For National Funding, the question is which surfaces shifted it out of the top recommendation; for Crest Capital, it is whether its rank-one lead can offset a shrinking coverage base; for every brand, it is whether the recommendation patterns reflect an advantage or a gap.

The public percentage cannot identify the prompts, competitors, or sources causing the result. A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy.

Request an AI visibility audit