Residential Mortgage Brokerage in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Companies covered: JVM Lending, Loan Factory, Mares Mortgage, The Loan Story, Bank of America, Better Mortgage, Rocket Mortgage, Insignia Mortgage, Integrus Mortgage, Resource Home Loan, Sammamish Mortgage, Bridgepoint Funding, Cohen Financial Group, CrossCountry Mortgage, Avenir Mortgage Planners, C2 Financial Corporation, Navy Federal Credit Union, California Mortgage Advisors, United Wholesale Mortgage (UWM)

Answer Capsule

The November 2026 Residential Mortgage Brokerage benchmark compares 19 companies across 709 AI answers that met its inclusion rules. Rocket Mortgage recorded 616 mentions and 366 recommendations (51.62% of the answers). Being mentioned means appearing in an answer; being recommended means receiving an affirmative endorsement.

We examine each company, compare the available monthly results, and set out a five-step plan for improving the information AI systems can draw on. The work starts with measuring visibility and checking conflicting claims, then moves to company pages, relevant publishers and buyer questions. The cited pages need review before any correction request, and the research does not establish what caused recommendation differences or promise future gains.

Executive industry diagnosis

Questions This Section Answers

• What does the Residential Mortgage Brokerage benchmark show about mentions, recommendations and placement?

The peer set splits into two tiers. A small group of national brands appears in most answers and is recommended often, while a long tail of brokers is either absent or appears only occasionally. Reach and endorsement move together at the top, but they are separate measures: a company can be named without being recommended.

Rocket Mortgage, Bank of America and Navy Federal Credit Union lead on both mentions and recommendations, with Rocket Mortgage ahead on first-place placements. The gap between being named and being endorsed widens further down the table, where several brokers are mentioned but rarely recommended.

For a brokerage, the practical lesson is that presence in answers is necessary but not sufficient. The agency would start by documenting where each client actually stands, then separate reach-building work from endorsement-building work so progress on one is not mistaken for progress on the other.

What changed since last month

Questions This Section Answers

• What changed across the usable monthly Residential Mortgage Brokerage snapshots?

The two months are separate samples with different answer volumes and different sets of AI services, so the movements should be read as recorded changes rather than like-for-like performance. Several companies show large swings in both mentions and recommendations between the periods.

Navy Federal Credit Union's recommendation rate moved upward while Better Mortgage's moved down, even though both recorded more mentions. A different answer total does not explain these movements; the samples simply are not directly comparable.

The agency would record the current month as the baseline and note the coverage differences, so future comparisons rest on a documented starting point rather than on the October figures.

Company-by-company findings

JVM Lending

Questions This Section Answers

• What measured visibility pattern and review priority does JVM Lending have in Residential Mortgage Brokerage?

JVM Lending recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, JVM Lending's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about JVM Lending: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

JVM Lending does not appear in the recorded answers, so there is no recommendation pattern to interpret yet. The absence is an observation about this sample, not evidence about the company's standing with borrowers.

Before setting any target, the agency would confirm the entity is correctly identified and check whether the name appears under variants. A scorecard entry and a conditional page review would follow only if that check finds a genuine gap.

Loan Factory

Questions This Section Answers

• What measured visibility pattern and review priority does Loan Factory have in Residential Mortgage Brokerage?

Loan Factory recorded 6 mentions (0.85%) and 2 recommendations (0.28%) across 709 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 0. Framing among its mentions was 3 positive, 3 neutral and 0 negative.

From October 2026 to November 2026, Loan Factory's mention count fell from 17 to 6, while its recommendation count fell from 6 to 2. The recommendation rate was 5.00% and 0.28% respectively.

AI answers contained 0 conflicting claims about Loan Factory: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://blog.loanfactory.com/top-10-mortgage-brokers-in-usa-2025-scotsman-guide-ranking-179.html.

Loan Factory is named occasionally and endorsed less often, with its placements concentrated in a couple of broker-focused questions. Reach here is narrow rather than deep, and the recorded positions sit mostly outside first place.

The agency would treat this as an endorsement question rather than a visibility one. A page brief and a check of the cited third-party ranking would test whether the company's broker credentials are presented clearly enough to earn affirmative recommendations.

Mares Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Mares Mortgage have in Residential Mortgage Brokerage?

Mares Mortgage recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Mares Mortgage's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Mares Mortgage: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Mares Mortgage does not appear in the recorded answers, so no recommendation pattern can be read from this sample. That is a coverage observation, not a judgment about the company or its website.

The agency would first confirm the entity match and look for name variants before proposing any work. If a genuine gap is confirmed, a scorecard entry and a conditional page review would be the sensible starting points.

The Loan Story

Questions This Section Answers

• What measured visibility pattern and review priority does The Loan Story have in Residential Mortgage Brokerage?

The Loan Story recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, The Loan Story's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about The Loan Story: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

The Loan Story does not appear in the recorded answers, leaving no recommendation pattern to interpret. The absence describes this sample only and says nothing about the company's actual reputation or content.

The agency would verify the entity and check for alternate names before drawing conclusions. Any follow-on work, such as a scorecard entry or page review, would wait on that confirmation.

Bank of America

Questions This Section Answers

• What measured visibility pattern and review priority does Bank of America have in Residential Mortgage Brokerage?

Bank of America recorded 549 mentions (77.43%) and 292 recommendations (41.18%) across 709 answers included in the benchmark. Top 3 placements numbered 185; first-place recommendations numbered 61. Framing among its mentions was 318 positive, 229 neutral and 2 negative.

From October 2026 to November 2026, Bank of America's mention count rose from 75 to 549, while its recommendation count rose from 50 to 292. The recommendation rate was 41.67% and 41.18% respectively.

AI answers contained 19 conflicting claims about Bank of America: 0 critical, 1 high, 12 medium, 6 low. Of these, 1 was rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://cnbc.com/select/largest-mortgage-lenders/.

Bank of America is named in most answers and endorsed in a large share of them, with strong placement near the top of lists. Its reach is broad and its endorsement level is high relative to most of the peer set.

The recorded conflicts concern ranking and membership in lender lists, which are factual questions rather than presentation issues. The agency would verify those claims against current primary sources before proposing any correction, and would keep the disputed items flagged until resolved.

Better Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Better Mortgage have in Residential Mortgage Brokerage?

Better Mortgage recorded 220 mentions (31.03%) and 130 recommendations (18.34%) across 709 answers included in the benchmark. Top 3 placements numbered 82; first-place recommendations numbered 20. Framing among its mentions was 139 positive, 81 neutral and 0 negative.

From October 2026 to November 2026, Better Mortgage's mention count rose from 60 to 220, while its recommendation count rose from 35 to 130. The recommendation rate was 29.17% and 18.34% respectively.

AI answers contained 2 conflicting claims about Better Mortgage: 0 critical, 0 high, 1 medium, 1 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://fool.com/money/awards/2025/mortgages/.

Better Mortgage is named in roughly a third of answers and endorsed in a smaller share, with placements spread across the middle of lists. Its reach is solid but its endorsement level trails the leading brands.

The recorded conflicts touch on rate figures and fee claims, both of which are sensitive for borrowers. The agency would fact-check these against current primary sources before any edit, and would brief the relevant pages so the company's own disclosures are clear and consistent.

Rocket Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Rocket Mortgage have in Residential Mortgage Brokerage?

Rocket Mortgage recorded 616 mentions (86.88%) and 366 recommendations (51.62%) across 709 answers included in the benchmark. Top 3 placements numbered 298; first-place recommendations numbered 186. Framing among its mentions was 397 positive, 219 neutral and 0 negative.

From October 2026 to November 2026, Rocket Mortgage's mention count rose from 84 to 616, while its recommendation count rose from 61 to 366. The recommendation rate was 50.83% and 51.62% respectively.

AI answers contained 21 conflicting claims about Rocket Mortgage: 0 critical, 2 high, 14 medium, 5 low. Of these, 2 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://rocket.com/mortgage/home-loans/refinance-cash-out.

Selected third-party review candidate: https://cnbc.com/select/largest-mortgage-lenders/.

Rocket Mortgage leads the peer set on both mentions and recommendations, and holds the most first-place placements. Its reach and endorsement are strong together, which makes it the reference point for the rest of the cohort.

The recorded conflicts concern ranking claims, including a high-severity dispute over which lender leads on volume versus loan count. The agency would verify these against current primary sources before proposing corrections, and would review the selected owned page for clarity on the same points.

Insignia Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Insignia Mortgage have in Residential Mortgage Brokerage?

Insignia Mortgage recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Insignia Mortgage's mention count fell from 6 to 0, while its recommendation count fell from 2 to 0. The recommendation rate was 1.67% and 0.00% respectively.

AI answers contained 0 conflicting claims about Insignia Mortgage: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Insignia Mortgage does not appear in the current sample, having recorded a small presence in the prior month. The drop is a recorded change between separate samples, not evidence of a cause.

The agency would confirm the entity match and check for name variants before treating the absence as a gap. Any page or scorecard work would follow that check rather than precede it.

Integrus Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Integrus Mortgage have in Residential Mortgage Brokerage?

Integrus Mortgage recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Integrus Mortgage's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Integrus Mortgage: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Integrus Mortgage does not appear in the recorded answers, so there is no recommendation pattern to interpret. This describes the sample only and does not establish anything about the company's content or reputation.

The agency would verify the entity and look for alternate names first. A scorecard entry and a conditional page review would follow only if that check confirms a real gap.

Resource Home Loan

Questions This Section Answers

• What measured visibility pattern and review priority does Resource Home Loan have in Residential Mortgage Brokerage?

Resource Home Loan recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Resource Home Loan's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Resource Home Loan: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Resource Home Loan does not appear in the recorded answers, leaving no recommendation pattern to read. The absence is a coverage observation about this sample, not a finding about the company.

The agency would confirm the entity match and check for name variants before proposing work. If a gap is confirmed, a scorecard entry and a conditional page review would be the natural next steps.

Sammamish Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does Sammamish Mortgage have in Residential Mortgage Brokerage?

Sammamish Mortgage recorded 1 mentions (0.14%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 1 neutral and 0 negative.

From October 2026 to November 2026, Sammamish Mortgage's mention count rose from 0 to 1, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Sammamish Mortgage: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://sammamishmortgage.com/mortgage-rate-updates/.

Selected third-party review candidate: https://bankrate.com/mortgages/mortgage-rates/.

Sammamish Mortgage appears once, in a rate-focused question, without an endorsement. A single neutral mention is too thin to support any conclusion about reach or recommendation.

The agency would treat this as a starting observation. A page brief for the selected rate page and a check of the cited rate publisher would test whether the company's rate information is presented clearly enough to earn a recommendation.

Bridgepoint Funding

Questions This Section Answers

• What measured visibility pattern and review priority does Bridgepoint Funding have in Residential Mortgage Brokerage?

Bridgepoint Funding recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Bridgepoint Funding's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Bridgepoint Funding: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Bridgepoint Funding does not appear in the recorded answers, so no recommendation pattern can be interpreted. The absence describes this sample and says nothing about the company itself.

The agency would verify the entity and check for name variants before drawing any conclusion. A scorecard entry and a conditional page review would follow only if that check finds a genuine gap.

Cohen Financial Group

Questions This Section Answers

• What measured visibility pattern and review priority does Cohen Financial Group have in Residential Mortgage Brokerage?

Cohen Financial Group recorded 4 mentions (0.56%) and 2 recommendations (0.28%) across 709 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 1. Framing among its mentions was 3 positive, 1 neutral and 0 negative.

From October 2026 to November 2026, Cohen Financial Group's mention count fell from 19 to 4, while its recommendation count fell from 8 to 2. The recommendation rate was 6.67% and 0.28% respectively.

AI answers contained 0 conflicting claims about Cohen Financial Group: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://cohenfinancialgroup.com/.

Cohen Financial Group is named rarely and endorsed in only a couple of answers, with a small number of placements near the top. Its presence is thin, and the prior month's figures are not directly comparable.

The agency would focus on the broker-focused questions where the company does appear. A page brief and a check of the cited source would test whether its broker credentials are presented clearly enough to support more affirmative recommendations.

CrossCountry Mortgage

Questions This Section Answers

• What measured visibility pattern and review priority does CrossCountry Mortgage have in Residential Mortgage Brokerage?

CrossCountry Mortgage recorded 261 mentions (36.81%) and 112 recommendations (15.80%) across 709 answers included in the benchmark. Top 3 placements numbered 69; first-place recommendations numbered 11. Framing among its mentions was 125 positive, 136 neutral and 0 negative.

From October 2026 to November 2026, CrossCountry Mortgage's mention count rose from 25 to 261, while its recommendation count rose from 14 to 112. The recommendation rate was 11.67% and 15.80% respectively.

AI answers contained 6 conflicting claims about CrossCountry Mortgage: 0 critical, 0 high, 0 medium, 6 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://crosscountrymortgage.com/.

Selected third-party review candidate: https://cnbc.com/select/largest-mortgage-lenders/.

CrossCountry Mortgage is named in about a third of answers and endorsed in a smaller share, with placements mostly in the middle of lists. Its reach is meaningful but its endorsement level sits well below the leading brands.

The recorded conflicts are low-severity ranking differences. The agency would verify these against current primary sources, brief the selected owned page, and check the cited third-party ranking before proposing any change.

Avenir Mortgage Planners

Questions This Section Answers

• What measured visibility pattern and review priority does Avenir Mortgage Planners have in Residential Mortgage Brokerage?

Avenir Mortgage Planners recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Avenir Mortgage Planners' mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Avenir Mortgage Planners: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Avenir Mortgage Planners does not appear in the recorded answers, so there is no recommendation pattern to interpret. The absence is a coverage observation about this sample, not a judgment about the company.

The agency would confirm the entity match and check for name variants before proposing any work. A scorecard entry and a conditional page review would follow only if that check confirms a real gap.

C2 Financial Corporation

Questions This Section Answers

• What measured visibility pattern and review priority does C2 Financial Corporation have in Residential Mortgage Brokerage?

C2 Financial Corporation recorded 4 mentions (0.56%) and 1 recommendation (0.14%) across 709 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 1. Framing among its mentions was 1 positive, 3 neutral and 0 negative.

From October 2026 to November 2026, C2 Financial Corporation's mention count fell from 16 to 4, while its recommendation count fell from 12 to 1. The recommendation rate was 10.00% and 0.14% respectively.

AI answers contained 0 conflicting claims about C2 Financial Corporation: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://c2financialcorp.com/abuelva.

C2 Financial Corporation is named rarely and endorsed in a single answer, with one placement near the top. Its presence is thin, and the prior month's figures come from a separate sample and are not directly comparable.

The agency would focus on the broker-focused questions where the company appears. A page brief and a check of the cited source would test whether its broker credentials are presented clearly enough to support more affirmative recommendations.

Navy Federal Credit Union

Questions This Section Answers

• What measured visibility pattern and review priority does Navy Federal Credit Union have in Residential Mortgage Brokerage?

Navy Federal Credit Union recorded 497 mentions (70.10%) and 290 recommendations (40.90%) across 709 answers included in the benchmark. Top 3 placements numbered 176; first-place recommendations numbered 49. Framing among its mentions was 317 positive, 180 neutral and 0 negative.

From October 2026 to November 2026, Navy Federal Credit Union's mention count rose from 60 to 497, while its recommendation count rose from 33 to 290. The recommendation rate was 27.50% and 40.90% respectively.

AI answers contained 8 conflicting claims about Navy Federal Credit Union: 0 critical, 0 high, 3 medium, 5 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://navyfederal.org/loans-cards/auto-loans/auto-rates.html.

Selected third-party review candidate: https://cnbc.com/select/largest-mortgage-lenders/.

Navy Federal Credit Union is named in most answers and endorsed in a large share, with strong placement near the top of lists. Its reach and endorsement are both high relative to the peer set.

The recorded conflicts concern ranking among large lenders, which is a factual question. The agency would verify these against current primary sources before proposing any correction, and would review the selected owned page for relevance to mortgage content.

California Mortgage Advisors

Questions This Section Answers

• What measured visibility pattern and review priority does California Mortgage Advisors have in Residential Mortgage Brokerage?

California Mortgage Advisors recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 709 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, California Mortgage Advisors' mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about California Mortgage Advisors: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

No results are available for this part of the analysis.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

California Mortgage Advisors does not appear in the recorded answers, leaving no recommendation pattern to interpret. The absence describes this sample only and does not establish anything about the company.

The agency would verify the entity and check for name variants before drawing conclusions. Any scorecard or page work would wait on that confirmation.

United Wholesale Mortgage (UWM)

Questions This Section Answers

• What measured visibility pattern and review priority does United Wholesale Mortgage (UWM) have in Residential Mortgage Brokerage?

United Wholesale Mortgage (UWM) recorded 238 mentions (33.57%) and 92 recommendations (12.98%) across 709 answers included in the benchmark. Top 3 placements numbered 61; first-place recommendations numbered 29. Framing among its mentions was 112 positive, 125 neutral and 1 negative.

From October 2026 to November 2026, United Wholesale Mortgage (UWM)'s mention count rose from 49 to 238, while its recommendation count rose from 31 to 92. The recommendation rate was 25.83% and 12.98% respectively.

AI answers contained 16 conflicting claims about United Wholesale Mortgage (UWM): 0 critical, 2 high, 12 medium, 2 low. Of these, 2 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://fool.com/money/research/largest-mortgage-providers/.

United Wholesale Mortgage (UWM) is named in about a third of answers and endorsed in a smaller share, with placements mostly in the middle of lists. Its reach is meaningful but its endorsement level trails the leading brands.

The recorded conflicts include a high-severity dispute over which lender leads on volume versus loan count, which overlaps with the Rocket Mortgage findings. The agency would verify these against current primary sources before proposing corrections, and would check the cited third-party ranking.

The CiteWorks five-step improvement plan

Step 1. Establish the baseline

Questions This Section Answers

• What should the agency deliver when it works to establish the baseline for Residential Mortgage Brokerage?

The first task is a scorecard that records each company's mentions, recommendations and placements as observed, with the sample coverage noted alongside. This gives the client a traceable starting point and a clear record of what the figures do and do not show.

The scorecard would also document the differences between the two reporting months, so future comparisons are made on a stated basis rather than assumed to be like-for-like.

Step 2. Verify disputed facts

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• What should the agency deliver when it works to verify disputed facts for Residential Mortgage Brokerage?

AI answers contained 72 conflicting claims across 6 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.

The recorded conflicts need checking before any correction is proposed. The agency would work through them company by company, confirming the entity, the date and the primary source behind each claim, and separating genuine conflicts from differences that a date change explains.

Items that cannot be resolved stay flagged rather than edited. Ambiguous company matches stay outside the correction queue until the entity is confirmed.

Step 3. Review owned pages

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• What should the agency deliver when it works to review owned pages for Residential Mortgage Brokerage?

The selected owned pages would receive briefs that set out what the page needs to cover and which claims require verification before any edit. The briefs are proposals, not instructions to change content, and each edit would wait on a confirmed source.

Pages are reviewed for clarity on the points where answers disagree, so the company's own disclosures are consistent with what the record shows.

Step 4. Review third-party sources

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• What should the agency deliver when it works to review third-party sources for Residential Mortgage Brokerage?

The selected third-party pages would be reviewed for what they currently say, with any request to a publisher backed by verified evidence rather than by a citation count. A citation does not establish that a page influenced an answer.

Requests would be prepared only where a genuine discrepancy is confirmed, and responses would be logged separately from the original observation.

Step 5. Address buyer questions and measure again

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• What should the agency deliver when it works to address buyer questions and measure again for Residential Mortgage Brokerage?

The observed buyer questions would become content briefs that address the topics where companies are named and endorsed, written for the borrower rather than for the ranking. These are proposed pieces of work, not measured outcomes.

A fresh scorecard would follow, recording completed work separately from answer results and noting the comparability limits so progress is not overstated.

Third-party authority and citation opportunities

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• Which cited publisher pages support targeted source review in Residential Mortgage Brokerage?

These pages are candidates for review, not confirmed errors. Citation appearances are counted across the captured answers and are not added again for each company.

The publisher pages selected for review vary widely in how often they appear across captured answers, and each covers a different mix of companies. Frequency of appearance is not evidence that a page shaped an answer, so the list is a review shortlist rather than a target list.

The agency would check each page's current contents before preparing any request, confirm which companies it actually covers, and prioritize the pages tied to the most consequential disputed claims. Requests would be evidence-backed and logged with their responses.

What we'd prioritize first

The first priority is a baseline scorecard with a scoped fact-review register, so every disputed claim has an owner, an evidence requirement and a review status. This comes before any correction, because the record shows conflicts that need verification rather than assumptions.

The second priority is approved page briefs and justified publisher requests, with confirmed edits, no-change decisions and responses recorded separately. The third is buyer-question content and a fresh scorecard that keeps completed work distinct from measured answer outcomes.

Methodology and conclusion

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• What do the Residential Mortgage Brokerage sample and source-review limits allow us to conclude?

This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 709 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.

An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.

The wider citation analysis covers 800 captured answers and 4745 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.

Monthly sample coverage:

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

The figures describe recorded answer observations for a single reporting month, drawn from a sample that met the benchmark's inclusion rules. Recommendations require both an endorsement and positive wording, and placements sit within recommendations rather than alongside them. The two months are separate samples, so their differences show what changed, not why.

The proposed work is a sequence of verification and content steps, not a promise of improved visibility. The agency would begin with the scorecard and fact review, then move to page and publisher work, and measure again on a documented basis.