Executive Summary

The mortgage category recorded broad movement in the August 2026 benchmark. Rocket Mortgage remains the clear coverage leader, but its lead narrowed: after 72.7% valid recommendation coverage in July 2026 (493 of 678 qualified observations), it fell to 61.6% in August 2026 (385 of 625 qualified observations). That 11.1-point drop is the largest single-brand movement of the month, yet Rocket Mortgage still holds a 19.5-point lead over second-place Veterans United Home Loans.

New American Funding recorded the steepest relative decline of the month, dropping 7.8 points from 28.8% coverage in July 2026 to 21.0% in August 2026, driven largely by weaker raw presence, which fell 7.4 points from 30.8% to 23.4%. Freedom Mortgage also posted a coverage decline of 4.4 points to 13.1%, its lowest level in the tracked series.

The remaining three brands were stable. Veterans United Home Loans, PennyMac, and loanDepot all moved within normal month-to-month variation, though each drifted lower. The category-level picture is one of general retreat: all six tracked brands lost coverage share in August 2026, with Rocket Mortgage, New American Funding, and Freedom Mortgage accounting for the movement large enough to stand out from normal variation.

Each monthly run begins with 800 prompt-surface observations (510 unique questions in July 2026, 563 in August 2026) across the benchmark's defined AI/search surface universe. Of those, all 800 mentioned a tracked brand or competitor; 768 were relevant and 32 were irrelevant in July 2026, versus 764 relevant and 36 irrelevant in August 2026. The public metrics use the 678 July 2026 observations and 625 August 2026 observations 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 following category-wide metrics summarize how the qualified benchmark shifted between the two months.

Benchmark-Level Metrics

AI Recommendation Trend

The category leader held its position but lost ground this month, and the distance between the leader and the pursuit narrowed rather than widened.

Coverage by Brand

No brand overtook another this month. Rocket Mortgage, New American Funding, and Freedom Mortgage moved by more than normal month-to-month variation, while Veterans United Home Loans, PennyMac, and loanDepot moved within it, and no brand posted an increase.

What Changed This Month

Freedom Mortgage: Presence up, coverage down

Freedom Mortgage's coverage fell 4.4 points from 17.5% in July 2026 to 13.1% in August 2026, its lowest level in the tracked series. Its valid recommendation count dropped from 119 to 82 observations. At the same time, raw mention presence rose 5.8 points from 26.8% to 32.6%, while its top-three rate moved from 3.8% to 4.5% and its rank-one rate moved from 1.3% to 1.4%. The brand became more visible while being recommended less often.

Rocket Mortgage records 61.6% valid recommendation coverage in August 2026, while Freedom Mortgage stands at 13.1%. The more important issue is what that gap means for Freedom Mortgage's recommendation position: recommendation coverage is the only commercially readable signal in this vertical at present, yet Freedom Mortgage's higher mention presence did not translate into valid recommendation shortlists. The current benchmark does not establish why that gap exists, making the mechanism behind it the clearest area requiring attention.

Highest-priority diagnostic: What changed in how Freedom Mortgage is described in AI answers, and why did higher mention presence not convert into recommendation coverage?

Rocket Mortgage: Leadership intact, lead narrowed

Rocket Mortgage's valid recommendation coverage fell 11.1 points from 72.7% in July 2026 to 61.6% in August 2026, the largest single-brand movement of the month. It remained the category leader by a wide margin.

The decline was driven by a broad retreat rather than a single placement collapse. Its raw mention presence fell 2.5 points from 97.9% to 95.4%, a small drop. Its top-three recommendation rate slipped from 51.6% to 49.9%, and its rank-one rate from 31.1% to 29.9%.

The distinction worth noticing: Rocket Mortgage remains visible in nearly every qualified response, yet the share of responses where it was actually recommended dropped sharply. The data suggests a change in how often visibility converts into a recommendation rather than a decline in overall visibility; the benchmark cannot establish why that shift occurred.

Highest-priority diagnostic: Which prompts drove the 53-observation drop in qualified volume, and which competitor took the recommendation in the responses where Rocket Mortgage lost the top spot?

New American Funding: Steepest relative decline

New American Funding's coverage fell 7.8 points from 28.8% in July 2026 to 21.0% in August 2026, the sharpest proportionate retreat among all tracked brands.

The decline was rooted in weaker presence. Raw mention presence fell 7.4 points from 30.8% to 23.4%. Its top-three rate held roughly steady (6.9% to 6.6%), meaning that when the brand did appear, it was recommended at about the same rate.

The distinction: this was a presence problem, not a recommendation problem. The brand lost coverage because it was mentioned less often, not because it was recommended less favorably when it did appear.

Highest-priority diagnostic: Which questions, surfaces, or competitor contexts drove the 7.4-point presence decline, and which evidence sources ceased to be surfaced?

The stable tier: Veterans United Home Loans, PennyMac, loanDepot

Veterans United Home Loans fell 4.8 points from 46.9% to 42.1%, within normal month-to-month variation. Its presence held nearly steady (58.1% to 57.1%), its top-three rate was essentially flat (29.1% to 29.0%), and its rank-one rate slipped from 18.6% to 16.5%. The brand's recommendation counts fell from 318 to 263 but remained well ahead of the mid-tier.

PennyMac fell 2.7 points from 29.3% to 26.6%, within normal variation. Its top-three rate actually improved from 9.6% to 11.2%, and rank-one from 2.4% to 3.4%, suggesting its coverage decline came alongside a smaller qualified pool rather than weaker placement.

loanDepot was the most stable brand of the month, falling just 0.6 points from 26.7% to 26.1%. Its top-three rate slipped from 11.7% to 9.4%, but rank-one held at 1.6%, and presence rose 1.9 points to 38.2%.

Highest-priority diagnostic: For each stable brand, check whether the decline tracks the smaller qualified denominator or a genuine shift in recommendation pattern, and which surfaces changed the most.

Buyer-Intent Interpretation

In both July 2026 and August 2026, all qualified observations fell into the Brand Recommendation class. No Pricing & Value or Multi-Brand Comparison observations survived qualification in either month, meaning the public benchmark cannot yet answer questions about how AI systems characterize mortgage costs, rate competitiveness, or head-to-head lender trade-offs.

The practical implication: recommendation coverage is the only commercially readable signal in this vertical at present. A lender winning on coverage is winning the discovery and consideration conversation, but that tells readers nothing about how AI would represent their pricing or comparative positioning. Those questions require a separate, company-level investigation.

Brand Opportunity Summary

The benchmark identifies where attention is warranted based on recommendation coverage movement; a company-level analysis is needed to explain why those movements occurred.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations capturing the query, the AI surface, the recommendation outcome, the rank, sentiment, and citations where exposed. Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns to identify the specific drivers behind coverage changes. Source presence in a response is not automatically treated as proof of causation.

About This Benchmark

This report is part of the CiteWorks Studio AI Industry Market Discovery research program.

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

Report-Specific Interpretation Notes

• Three brands posted coverage declines large enough to stand out from normal variation in August 2026, while no brand posted a comparable gain. The current month's qualified pool of 625 observations was smaller than July 2026's 678, which compresses absolute counts and makes month-over-month percentage movements carry more weight than they would with a larger denominator.
• Movement identifies changes worth investigating; it does not establish cause. A coverage decline can stem from prompt mix, surface behavior, evidence sources, or a combination, none of which the public benchmark can isolate.
• Small absolute counts matter: Freedom Mortgage's 82 valid recommendations and New American Funding's 131 are based on a qualified set of 625, so single digits of movement in count translate into visible percentage changes.

Next Step

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

The aggregate coverage percentage tells you which lenders AI systems recommend, but not why. Beneath the August 2026 numbers sit unanswered questions: which high-intent prompts are being won, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each lender, and which external sources shape those outputs.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. That analysis can distinguish a presence problem from a recommendation problem, and can trace each movement to the underlying driver.

Request an AI visibility audit