CiteWorks Studio

Better.com AI Market Strategy Report - Mortgage Refinance Lenders

Mark HuntleyBy Mark HuntleyFounder and CEO
10 minutes read

Key Takeaways

  • Better.com recorded 27.19% valid recommendation coverage in September 2026, down from 33.8% in July, indicating a real two-month decline in AI recommendation visibility.
  • The brand had the strongest net sentiment score in the set at 0.9278, showing that AI platforms framed Better.com positively when it appeared.
  • Copilot was Better.com’s strongest platform, delivering 84.62% recommendation coverage and a 42.31% top-three rate, far above overall performance.
  • The main gap is conversion from mention to shortlist placement, especially on Google AI Overviews and Perplexity, where Better.com was present but rarely ranked among leading options.

Answer Capsule

Better.com holds a mid-tier position in AI-generated mortgage refinance recommendations, with valid recommendation coverage of 27.19% in September 2026. The brand recorded a significant two-month decline from 33.8% in July 2026, driven by falling presence and weaker top-three placement rather than a naming reconfiguration. Better.com maintains the strongest net sentiment score among tracked brands at 0.9278, indicating that when the brand appears, it is framed positively. The clearest opportunity lies in converting its high-quality framing into stronger recommendation placement, particularly on platforms where presence is already established.

Who This Report Is For

This report is for mortgage lending executives, digital strategy leaders, and brand teams at Better.com who need to understand how AI systems are recommending mortgage refinance lenders and where the brand is losing ground to competitors.

Report Card

Field

Value

Report type

AI Company Market Strategy Report

Target company

Better.com

Category / market studied

Mortgage Refinance Lenders

Reporting month

September 2026

AI platforms tracked

6 (ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, AI Mode)

Public high-intent clusters

1

AI observations analyzed

570

Competitors tracked

9

Executive Summary

Better.com recorded valid recommendation coverage of 27.19% in September 2026, placing it fourth among tracked mortgage refinance lenders. The brand's coverage declined 6.6 points from 33.8% in July 2026, a movement that exceeded normal month-to-month variation. This decline occurred across both months of the series, with the August-to-September movement of 3.2 points not significant on its own.

The brand's presence rate fell from 41.3% in July to 31.6% in September, meaning Better.com appeared in 180 of 570 qualified observations. Valid recommendations numbered 155 in September versus 205 in July. Top-three placement fell from 16.5% to 11.4%, and the rank-one rate moved from 2.3% to 1.9%. Net sentiment remained the strongest among tracked brands at 0.9278, with 167 positive mentions, 13 neutral mentions, and zero negative mentions.

Better.com's strongest platform signal came from Copilot, where the brand achieved 84.62% valid recommendation coverage and a 42.31% top-three rate, outperforming its aggregate performance by a wide margin. The clearest platform gap appeared on Google AI Overviews, where coverage fell to 8.96%, and on Perplexity, where the brand recorded no rank-one placements despite meaningful presence.

The benchmark shows Better.com recorded a genuine two-month decline in presence and top-three placement, not a naming reconfiguration. The brand slipped from the upper mid-tier toward the middle of the tracked set, while maintaining the strongest positive framing among all tracked lenders.

What Better.com Is Winning

Questions This Section Answers

  • How does Better.com's net sentiment score compare with other tracked mortgage refinance lenders?
  • Where does Better.com achieve its strongest recommendation placement, and how much does it exceed its aggregate coverage?

Better.com holds the strongest net sentiment score among all tracked mortgage refinance lenders at 0.9278. The brand recorded 167 positive mentions, 13 neutral mentions, and zero negative mentions across 570 qualified observations. No tracked competitor achieved a higher sentiment score, and only New American Funding came close at 0.8288.

The brand's Copilot performance stands out as a meaningful recommendation pocket. On Copilot, Better.com achieved 84.62% valid recommendation coverage and a 42.31% top-three rate, with a 7.69% rank-one rate. This performance exceeded the brand's aggregate coverage by more than 57 points and demonstrates that Better.com can win strong placement when the right conditions are present.

Better.com also recorded a favorable average recommended rank of 2.9333, the second-best among tracked brands behind Rocket Mortgage's 1.68. This indicates that when Better.com is recommended, it tends to appear in relatively prominent positions.

Where Better.com Has the Clearest AI Visibility Gaps

Questions This Section Answers

  • What is the gap between Better.com's presence and its conversion into top-three recommendations?
  • Which platforms show the widest gap between Better.com being mentioned and being shortlisted?

Better.com's most significant gap is the conversion of presence into recommendation. The brand appeared in 31.6% of observations but was recommended in only 27.19%, and reached top-three placement in just 11.4%. This means the brand was frequently mentioned without being surfaced as a leading option.

The decline in top-three placement is the clearest competitive displacement signal. Better.com's top-three rate fell from 16.5% in July to 11.4% in September, a loss of 5.1 points. Rocket Mortgage captured 44.21% top-three placement, loanDepot reached 13.33%, and Bank of America Corp. recorded 11.23%, placing Better.com just ahead of Bank of America Corp. but well behind the category leader.

Platform-specific gaps are pronounced. On Google AI Overviews, Better.com recorded only 8.96% valid recommendation coverage despite 11.94% presence, suggesting the brand is discussed but rarely shortlisted. On Perplexity, the brand achieved 21.67% coverage but recorded no rank-one placements and only one top-three placement. On ChatGPT, coverage reached 24.66% with a 9.59% top-three rate, below the brand's aggregate performance.

The brand's presence decline from 41.3% to 31.6% indicates that Better.com is being mentioned in fewer responses overall, which compounds the placement weakness. This is not a naming reconfiguration or a tracking artifact; it is a genuine loss of visibility across the recommendation landscape.

Biggest Opportunity

Questions This Section Answers

  • Where does Better.com's positive framing fail to translate into shortlist inclusion?
  • What pattern from Better.com's Copilot performance could be replicated on Google surfaces?

Better.com's clearest opportunity is converting its exceptional sentiment quality into stronger top-three recommendation placement on Google AI Mode and Google AI Overviews. The brand recorded a 93.10% sentiment score on Google AI Mode and an 81.25% score on Google AI Overviews, yet its coverage on those platforms was 18.44% and 8.96% respectively. The positive framing is present, but it is not translating into shortlist inclusion at the same rate as on Copilot, where the brand achieved 84.62% coverage.

The path forward is to identify which prompt families on Google surfaces are producing positive mentions without recommendation placement, and to strengthen the source footprint that supports shortlist inclusion on those platforms. Better.com's Copilot performance demonstrates the brand can win strong placement; replicating that pattern on Google surfaces represents the highest-leverage opportunity.

Competitive Landscape

Questions This Section Answers

  • Where does Better.com rank among tracked mortgage refinance lenders on valid recommendation coverage?
  • Which competitors hold top-three placement ahead of Better.com, and what separates it from Bank of America Corp.?

Rocket Mortgage holds dominant recommendation-stage strength in the mortgage refinance category with 63.68% valid recommendation coverage, while loanDepot has established itself as the strongest challenger at 36.49%. Better.com sits in the middle tier alongside Bank of America Corp., with both brands recording coverage in the high 20s but neither approaching the leaders.

Brand

Top-3 rate

Rank-1 rate

Avg recommended rank

Sentiment

Rocket Mortgage

44.21%

30.53%

1.68

0.6786

loanDepot

13.33%

1.75%

3.7014

0.675

Better.com

11.40%

1.93%

2.9333

0.9278

Bank of America Corp.

11.23%

0.88%

3.4804

0.6562

PennyMac

7.54%

1.23%

3.5122

0.4979

United Wholesale Mortgage

4.04%

1.58%

2.9429

0.3038

New American Funding

3.16%

0.35%

4.3273

0.8288

Rate

1.58%

0.18%

3.9545

0.7955

Wells Fargo & Co.

0.18%

0.00%

4.7222

0.3962

Chase Credit Journey

0.35%

0.00%

4

0.625

Average recommended rank covers rank-eligible recommendations only.

Better.com holds fourth position by top-three rate, narrowly trailing Bank of America Corp. by 0.17 points, while leading that competitor on rank-one rate and average recommended rank. The brand's sentiment advantage is substantial, with a 0.9278 score that exceeds every other tracked lender, but that advantage has not translated into stronger placement relative to the leaders.

Prompt Evidence

Questions This Section Answers

  • Which prompt and platform combination produced Better.com's strongest recommendation placement?
  • Where did Better.com appear in responses without being consistently shortlisted?

ChatGPT / Brand Recommendation Prompt: "Who is the best lender for mortgages?" Result: Better.com appeared in the response but was not consistently placed in the top three, reflecting the brand's 24.66% coverage and 9.59% top-three rate on this platform.

Copilot / Brand Recommendation Prompt: "best mortgage lenders" Result: Better.com achieved strong recommendation placement with 84.62% coverage and 42.31% top-three rate, its strongest platform performance in the benchmark.

Google AI Overviews / Brand Recommendation Prompt: "mortgage refinancing" Result: Better.com was mentioned in responses but rarely shortlisted, with coverage of 8.96% and a top-three rate of 3.73%, indicating presence without recommendation conversion.

Gemini / Brand Recommendation Prompt: "Which bank loan is best for a home loan?" Result: Better.com recorded 23.81% coverage with a 13.10% top-three rate, performing near its aggregate levels but below its Copilot peak.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map the specific prompt families where Better.com appears as a positive mention but is not shortlisted, prioritizing Google AI Mode and Google AI Overviews where the sentiment-to-recommendation gap is widest.

Phase 2: Recommendation Readiness Plan Identify which competitor takes the recommendation when Better.com drops out of top-three placement, and build a response framework that positions Better.com as a stronger shortlist candidate across the declining prompt families.

Phase 3: Owned Answer Layer Buildout Develop owned content that directly answers the high-intent refinance prompts where Better.com is losing placement, ensuring the brand's value proposition is retrievable in a recommendation-ready format.

Phase 4: Citation / Authority Layer Development Strengthen the external source footprint that AI systems draw on when forming mortgage refinance recommendations, focusing on the evidence layer that supports shortlist inclusion on Google surfaces.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Better.com's presence, recommendation coverage, top-three rate, and sentiment on a monthly basis to measure whether the Copilot-level performance can be replicated across other platforms.

Why This Matters

AI-generated recommendations are becoming a primary input into mortgage refinance decisions, and being mentioned is no longer enough. Better.com is being discussed positively across AI platforms, but it is not being shortlisted at the same rate as its strongest competitors. The gap between its 0.9278 sentiment score and its 27.19% recommendation coverage shows that positive framing alone does not drive selection.

The next move is targeted correction of the prompt, page, and citation layers that determine whether Better.com appears as a recommended option or merely as a positive reference. The brand's Copilot performance proves the recommendation mechanics can work; the task is extending that pattern to the platforms where Better.com is currently visible but under-recommended.

Core Metrics

Metric

Value

Mentions

180

Valid recommendations

155

Top 3 recommendation count

65

Rank #1 recommendation count

11

Average recommended rank

2.9333

Positive mentions

167

Neutral mentions

13

Negative mentions

0

Raw mention presence rate

31.58%

Valid recommendation coverage

27.19%

Top 3 recommendation rate

11.40%

Rank #1 recommendation rate

1.93%

Net sentiment score

0.9278

Strongest cluster by recommendation behavior

Brand Recommendation

Strongest platform by recommendation behavior

Copilot

Sentiment Score

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

For Better.com, this calculation is (167 × 1 + 13 × 0 + 0 × -1) / 180, producing a score of 0.9278.

This matters because unclassified mention counts are misleading. A brand can appear frequently in AI responses while being framed negatively or neutrally, and that presence does not translate into recommendation strength. Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, neutral reference, cautionary mention, and competitor-displaced mention are not equal, and counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, because the framing quality determines whether presence is an asset or a liability.

Sentiment by Platform

Platform

Mentions

Positive

Neutral

Negative

Sentiment Score

Readout

ChatGPT

23

22

1

0

0.9565

Strongest public recommendation signal

Copilot

68

68

0

0

1.0

Positive, but sample too small

Gemini

24

21

3

0

0.875

Present, but not recommendation-led

Google AI Mode

29

27

2

0

0.931

Present as context, not recommendation

Google AI Overviews

16

13

3

0

0.8125

Present, but not recommendation-led

Perplexity

20

16

4

0

0.8

Present as context, not recommendation

Methodology

  1. Report orientation: This AI Company Market Strategy Report is a benchmark-based analysis of Better.com's visibility and recommendation performance across AI platforms. It is not a client implementation case study and does not reflect CiteWorks Studio campaign results.
  2. Reporting window: The benchmark covers September 2026, with July 2026 as the baseline month and August 2026 as an intermediate measurement.
  3. Platforms tracked: ChatGPT, Microsoft Copilot, Google Gemini, Perplexity, Google AI Overviews, and Google AI Mode, representing six canonical AI surface families.
  4. Observation count: The September 2026 run began with 800 prompt-surface observations, of which 570 qualified for brand-level metric calculation after relevance filtering and reservation.
  5. Competitor universe: Nine tracked competitors in the Mortgage Refinance Lenders category, including Rocket Mortgage, loanDepot, Bank of America Corp., PennyMac, New American Funding, United Wholesale Mortgage, Wells Fargo & Co., Rate, and Chase Credit Journey.
  6. Public clusters used: All qualified observations in September 2026 fell into the Brand Recommendation buyer-intent class. No qualified observations were captured for Pricing & Value or Multi-Brand Comparison clusters.
  7. Stage 0 role: Raw prompt-surface observations were collected and then passed through relevance filtering and qualification before brand-level metrics were calculated. The qualified set of 570 observations is the public denominator for all percentages.
  8. Definition of a mention: A mention is recorded when a brand appears in an AI response to a qualified observation, regardless of whether the brand is recommended, compared, or referenced neutrally.
  9. Definition of a valid recommendation: A valid recommendation is recorded when a brand appears in a recommendation shortlist within an AI response. Mentions that are neutral, cautionary, comparison-anchor, or listed only are not counted as valid recommendations.
  10. Limitations: The benchmark measures the sampled prompt set, not every possible AI response. It does not measure market share, sales attribution, organic-search ranking performance, social media mention volume, or private or sponsored AI channels. Entity-name changes in the tracked brand set during September 2026 affect comparability for some brands, though Better.com was tracked under a consistent name across the series. Month-over-month movement identifies changes worth investigating; it does not establish cause.

Get Your AI Visibility Audit

The public benchmark shows where Better.com is winning and losing in AI-generated recommendations. A company-level audit goes deeper, mapping the specific prompts, competitor displacement patterns, and evidence sources that determine whether Better.com appears as a recommended option or a positive reference. Understanding those patterns is the first step toward converting strong sentiment into stronger recommendation placement.

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Understanding AI search visibility.

AI search experiences create answers by pulling information from many places online and summarizing it into a single response.

What Is AI Citation Intelligence?
AI citation intelligence is the process of measuring where AI platforms source their information and how frequently a brand is mentioned or referenced in AI-generated responses. Because LLMs synthesize across multiple sources, the sites and brands that appear repeatedly tend to influence how a topic or company is framed. This practice focuses on identifying which sources shape AI outputs and tracking brand visibility across different AI systems.
What Is Citation Architecture?
Citation architecture describes the set of sources that consistently inform how AI systems talk about a brand, product, or topic. LLMs draw from websites, articles, forums, and public discussion, and the sources they rely on most often become the backbone of their answers. Building strong citation architecture means ensuring that accurate, credible, high authority sources are the ones most likely to shape the way AI tools summarize and recommend a brand.
What Is Generative Engine Optimization?
Generative engine optimization (GEO) is the practice of improving the chances that AI systems use and cite your brand or content when generating answers. While traditional SEO is centered on ranking pages in search results, GEO focuses on how LLMs retrieve, interpret, and combine information when responding to a question. The objective is to strengthen the content and sources AI systems rely on, so your brand is treated as a trusted reference in AI responses.
What Is AI Share of Voice?
AI share of voice tracks how often a brand appears in AI-generated answers compared with competitors in the same category. It reflects visibility across AI platforms such as ChatGPT, Gemini, Claude, and Perplexity. Monitoring AI share of voice helps organizations see whether AI systems consistently include and recommend their brand for key queries or whether competitor brands are showing up more often.

About The Author

Mark Huntley

Mark Huntley

Founder and CEO

Mark Huntley, J.D. is founder of CiteWorks Studio, a strategic advisory focused on visibility, authority, and recommendation presence in AI-shaped search environments. His work centers on embedding-level GEO, vector optimization, and cosine gap engineering — helping brands align their digital presence with the retrieval systems that increasingly shape discovery, interpretation, and choice.

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