Bank of America Corp. AI Visibility Market Strategy Report - Certificates of Deposits

Answer Capsule

Bank of America Corp. is visible in AI-generated certificates of deposits recommendations but is not being recommended at scale. In October 2026, the brand appeared in 75.16% of qualified AI observations yet earned valid recommendation coverage of only 2.48%, the second-lowest rate among the ten tracked issuers. Its clearest strength is a near-neutral framing profile with no meaningful negative sentiment, and its clearest weakness is that presence is not converting into shortlist placement. The clearest opportunity is to close the gap between how often AI systems mention the brand and how often they place it inside a recommendation.

Who This Report Is For

This report is written for Bank of America Corp. marketing, digital, and deposit-product leaders who need to understand how the bank is positioned when buyers ask AI systems for certificate of deposit recommendations, and where that positioning diverges from its traditional search footprint.

Report Card

Executive Summary

Bank of America Corp. holds one of the widest presence-to-recommendation gaps in the certificates of deposits benchmark. The brand appeared in 75.16% of the 161 qualified observations in October 2026, a presence rate that sits in the top half of the tracked set and matches Capital One and Goldman Sachs Group. Its valid recommendation coverage, however, was 2.48%, placing it ninth of ten tracked issuers and far behind the category leader, Capital One, at 27.33%.

The gap is not a framing problem. Bank of America Corp. recorded 5 positive mentions, 112 neutral mentions, and 4 negative mentions, producing a net sentiment score of 0.0083. That is a near-flat, essentially neutral profile. The brand is being referenced as context, not endorsed as a choice. Neutral mentions accounted for 69.57% of qualified observations, which means AI systems are naming the bank without placing it inside a recommendation.

The strongest cluster signal is also the only cluster with qualified data. All 161 qualified observations fell into the Brand Recommendation cluster, covering prompts such as best CD rates, top US banks, and highest-yield savings questions. Within that cluster, Bank of America Corp. earned 4 valid recommendations and a top-three rate of 0.62%. Its rank-one rate was 0.00%, meaning the brand was never the single top recommendation in any qualified observation this month.

The weakest platform signal is Gemini. Bank of America Corp. appeared in 79.49% of Gemini observations but earned zero valid recommendations and zero top-three placements on that platform, with a net sentiment score of -0.0323. ChatGPT showed the same pattern: 70.59% presence, zero valid recommendations, and a net sentiment score of -0.0833. The brand is present on both platforms almost entirely as a neutral or negative reference.

The clearest platform opportunity is Google AI Overviews. That platform produced the brand's only meaningful recommendation activity, with 2 valid recommendations, a 2.22% top-three rate, and a 4.44% valid recommendation coverage rate. It is the one surface where Bank of America Corp. converts presence into placement, even at a small scale.

The clearest gap is conversion, not visibility. Bank of America Corp. is mentioned roughly as often as the category leader but is recommended at roughly one-eleventh the rate. The benchmark shows a brand that AI systems know well and choose rarely.

What Bank of America Corp. Is Winning

Questions This Section Answers

• What evidence-backed strengths does Bank of America Corp. have in AI-generated CD recommendations?
• Where does Bank of America Corp. convert visibility into recommendation placement?

The evidence-backed wins for Bank of America Corp. this month are narrow but real.

The first is framing stability. With 5 positive mentions, 112 neutral mentions, and 4 negative mentions, the brand carries almost no negative framing. Its net sentiment score of 0.0083 is effectively neutral, and the negative visibility rate of 2.48% is among the lower readings in the tracked set. AI systems are not warning buyers away from the brand.

The second is presence consistency. At 75.16%, Bank of America Corp.'s raw mention presence rate matches Capital One and Goldman Sachs Group and trails only JPMorgan Chase & Co. at 79.50%. The brand is reliably retrieved when AI systems answer certificate of deposit questions.

The third is a single-platform recommendation pocket. Google AI Overviews produced 2 valid recommendations and a 4.44% valid recommendation coverage rate, the only platform where the brand converted presence into placement at a measurable level.

These are modest wins. The brand has no cluster leadership, no rank-one placements, and no platform where it holds a top-three rate above 2.22%. The honest read is that Bank of America Corp. is winning retrieval and losing selection.

Where Bank of America Corp. Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why is presence not converting into valid recommendations for Bank of America Corp.?
• Which platforms show the sharpest gap between visibility and recommendation placement?
• Where does Bank of America Corp. lose top-three and rank-one positions to competitors?

The clearest gap is recommendation conversion. Bank of America Corp. was present in 121 of 161 qualified observations but earned only 4 valid recommendations. Capital One, with a nearly identical presence rate of 77.64%, earned 44 valid recommendations. The two brands are retrieved at similar rates and selected at dramatically different rates.

The second gap is top-three displacement. Bank of America Corp.'s top-three rate was 0.62%, meaning it appeared among the top three recommended options in a single qualified observation. Capital One recorded 13.66%, American Express 10.56%, and Bread Savings 7.45%. Even mid-field brands such as Goldman Sachs Group at 4.35% and JPMorgan Chase & Co. at 4.35% placed more than six times as often.

The third gap is rank-one absence. Bank of America Corp. recorded a 0.00% rank-one rate. It was never the first recommendation in any qualified observation. By contrast, Bread Savings recorded 5.59%, JPMorgan Chase & Co. 3.11%, Capital One 1.86%, and Morgan Stanley 1.24%. The brand is not competing for the first position at all.

The fourth gap is platform-level non-conversion. On ChatGPT, Bank of America Corp. appeared in 70.59% of observations and earned zero valid recommendations. On Gemini, it appeared in 79.49% and earned zero. On Copilot, it appeared in 78.26% and earned 1 valid recommendation. These are the three platforms where the brand is most visible and least recommended.

The fifth gap is the neutral-reference pattern. With 112 neutral mentions against 5 positive mentions, the brand is overwhelmingly framed as background context. AI systems appear to name Bank of America Corp. when listing large US banks or describing the banking landscape, not when answering which issuer a buyer should choose for a certificate of deposit.

Biggest Opportunity

Questions This Section Answers

• Which platforms offer the most immediate path from presence to top-three placement for Bank of America Corp.?
• What specific prompt types should Bank of America Corp. prioritize to improve recommendation conversion?

The single biggest opportunity is converting the brand's existing presence on Google AI Overviews and Google AI Mode into top-three placement. These two surfaces already produce the brand's only measurable recommendation activity, and they carry the largest observation volume in the dataset, with 45 and 20 qualified observations respectively. Google AI Overviews alone accounted for 2 of the brand's 4 valid recommendations and its only top-three placement.

The path runs through the certificate of deposit prompts that dominate the qualified set: highest CD rate questions, best high-yield savings questions, and most trustworthy online bank questions. These are the prompts where AI systems are forming shortlists, and they are the prompts where Bank of America Corp. currently appears as a neutral reference rather than a recommended option. Strengthening the brand's owned answer layer and citation footprint around those specific question types is the most direct route from presence to placement.

Competitive Landscape

Questions This Section Answers

• Which issuers lead the certificates of deposits category on recommendation-stage metrics?
• How does Bank of America Corp. compare with Capital One, American Express, and Bread Savings on top-three and rank-one rates?
• What separates Bank of America Corp. from the category leaders despite similar presence rates?

Capital One holds the strongest recommendation-stage position in the certificates of deposits category, followed by American Express and Bread Savings. Bank of America Corp. sits near the bottom of the tracked set on recommendation-stage metrics despite strong raw presence.

Average recommended rank covers rank-eligible recommendations only.

Bank of America Corp. ranks ninth of ten on top-three rate and shares the bottom of the table on rank-one rate with Citigroup Inc. and U.S. Bancorp. Its average recommended rank of 4.00 is based on a very small number of rank-eligible recommendations, so it should be read as directional rather than stable. The table shows a brand that is tracked alongside the category leaders on presence but separated from them on every recommendation-stage measure.

Prompt Evidence

Questions This Section Answers

• How did Bank of America Corp. perform across different CD and savings prompts on each AI platform?
• Where did Bank of America Corp. earn its only valid recommendations, and where did it appear without placement?

Google AI Overviews / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "What is the highest CD rate right now?" Result: Bank of America Corp. appeared in the response and earned one of its two valid recommendations on this platform, its strongest conversion context.

ChatGPT / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "What are the best high-yield savings accounts in 2026?" Result: Bank of America Corp. was mentioned as part of the broader banking landscape but received no valid recommendation, consistent with its zero-recommendation result on ChatGPT.

Gemini / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "Which bank currently has the best savings account?" Result: Bank of America Corp. appeared in the response with neutral framing and no recommendation placement, reflecting its 79.49% Gemini presence rate and zero Gemini recommendations.

Copilot / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "Which bank is best for savings accounts?" Result: Bank of America Corp. was referenced without a top-three placement, matching its 0.00% top-three rate on Copilot.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map every certificate of deposit prompt where Bank of America Corp. appears, separating neutral references from recommendation placements across all six tracked platforms.

Phase 2: Recommendation Readiness Plan Prioritize the Google AI Overviews and Google AI Mode prompts where the brand already converts, and define the specific CD and savings questions where top-three placement is achievable.

Phase 3: Owned Answer Layer Buildout Strengthen Bank of America Corp. owned pages around highest CD rate, best high-yield savings, and most trustworthy online bank questions so AI systems have a clear, retrievable answer to cite.

Phase 4: Citation and Authority Layer Development Build the third-party comparison, review, and news source footprint that AI systems draw on when forming CD shortlists, since no tracked brand domain appears in the top ten cited domains.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track presence, valid recommendation coverage, top-three rate, and rank-one rate monthly to confirm whether the brand is converting retrieval into selection.

Why This Matters

AI systems are now forming the buyer shortlist before a customer ever visits a bank website. In this benchmark, Bank of America Corp. is named in three out of four qualified AI observations but placed inside a recommendation in fewer than three in a hundred. That gap is the difference between being known and being chosen.

Presence alone does not move a buyer. The next move is targeted correction of the prompt layer, the owned answer layer, and the citation layer so that AI systems have a specific, well-sourced reason to place Bank of America Corp. inside the recommendation rather than beside it.

Core Metrics

Sentiment Score

Questions This Section Answers

• What does Bank of America Corp.'s sentiment breakdown reveal about the nature of its AI visibility?
• How many of Bank of America Corp.'s mentions were positive, neutral, or negative?

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

For Bank of America Corp. in October 2026: (5 × 1 + 112 × 0 + 4 × -1) / 121 = 0.0083.

This score matters because unclassified mention counts are misleading. A brand with 121 mentions looks strong until the mentions are separated into positive recommendations, neutral references, and cautionary notes. Bank of America Corp.'s 121 mentions break down into 5 positive, 112 neutral, and 4 negative, which means the overwhelming majority of its AI visibility is contextual rather than endorsing.

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 in value. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, because it separates the brand that is being chosen from the brand that is merely being named.

Sentiment by Platform

Questions This Section Answers

• How does Bank of America Corp.'s sentiment and recommendation activity differ across each AI platform?
• Which platforms show the most positive framing for Bank of America Corp.?

Methodology

1. This report is benchmark-based analysis of Bank of America Corp. within the certificates of deposits category. It is not a client implementation result.
2. The reporting month is October 2026, with July 2026 as the baseline comparison point.
3. Six AI and search surfaces were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Mode, and Google AI Overviews.
4. The October 2026 run began with 800 prompt-surface observations covering 602 unique questions.
5. Of those, 182 were relevant to the certificates of deposits category and 618 were irrelevant, producing 161 qualified observations as the public denominator.
6. Ten issuers were tracked: Bank of America Corp., Bread Savings, American Express, Capital One, Citigroup Inc., Goldman Sachs Group, JPMorgan Chase & Co., Morgan Stanley, U.S. Bancorp, and Wells Fargo & Co.
7. One buyer-intent cluster carried qualified data this month: Best CD Rates & Top Certificate of Deposit Accounts. The CD Rate Comparisons and CD Pricing clusters recorded no qualified observations.
8. A mention is any appearance of the brand in a qualified AI response, regardless of framing or placement.
9. A valid recommendation is an appearance where the brand is recommended or shortlisted, not merely referenced. Neutral, cautionary, and comparison-anchor mentions are not counted as valid recommendations.
10. Top-three rate and rank-one rate are calculated against the 161 qualified observations. Average recommended rank covers rank-eligible recommendations only.
11. The tracked entity list has alternated between common and formal brand names across the series, which affects how month-over-month movement is attributed for some brands. Bank of America Corp. appeared under its formal name in the October run.
12. The qualified denominator fell to 161 observations in October from 211 in September, which changes the weight each observation carries in the percentages. Several low-coverage readings, including Bank of America Corp.'s 2.48%, come from small absolute counts and should be read alongside their underlying counts.

Find Out Where You Stand in AI Recommendations

The public benchmark shows where Bank of America Corp. appears in AI-generated certificate of deposit answers. A company-level AI visibility audit shows which specific prompts, platforms, and sources are driving those appearances, where competitors are being recommended instead, and what would need to change for the brand to move from a neutral reference to a recommended option.