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

Answer Capsule

Bank of America Corp. holds a 6.64% valid recommendation coverage rate in the certificates of deposits category for September 2026, placing it fifth among ten tracked issuers. The bank appears in 59.72% of qualified AI responses, but converts only a fraction of that presence into actual recommendations, a visibility-to-recommendation gap that defines its current position. Its clearest win is a 4.6-point coverage gain since July 2026, driven by improving top-three placement rather than raw mention growth. Its clearest weakness is the complete absence of rank-one recommendations across all tracked AI platforms. The clearest opportunity is converting its strong mid-tier recommendation presence into first-position placements, where competitors like Morgan Stanley and JPMorgan Chase & Co. currently hold disproportionate share.

Who This Report Is For

This report is for deposit product leaders, digital acquisition teams, and brand strategy executives at Bank of America Corp. who need to understand how AI systems currently recommend the bank in certificate of deposit discovery conversations.

Report Card

Executive Summary

Bank of America Corp. holds a meaningful but incomplete position in AI-generated certificate of deposit recommendations. The bank appears in 59.72% of qualified observations, yet receives valid recommendation coverage of only 6.64%, meaning AI systems frequently mention the bank without selecting it as a recommended option. This gap between presence and recommendation is the central finding of the September 2026 benchmark.

The bank recorded 126 total mentions across 211 qualified observations, with 93 neutral mentions, 26 positive mentions, and 7 negative mentions. Its net sentiment score of 0.1508 reflects a predominantly neutral framing profile. The strongest cluster is Best CD Rates & Top Certificate of Deposit Accounts, which captured all 211 qualified observations in the current public series. The weakest area is rank-one placement, where the bank recorded zero first-position recommendations across every tracked platform.

Morgan Stanley leads the category with 32.70% valid recommendation coverage, followed by Bread Savings at 29.86%. Bank of America Corp. sits in the middle tier alongside Goldman Sachs Group at 12.32% and JPMorgan Chase & Co. at 8.06%. The bank's 4.6-point coverage gain since July 2026 is notable, but it started from a very small base of 2.0%, and its absolute valid recommendation count of 14 remains low.

The strongest platform signal for Bank of America Corp. is Gemini, where the bank holds 11.32% valid recommendation coverage with a 9.43% top-three rate. The clearest platform gap is ChatGPT, where the bank appears in 47.06% of observations but receives zero valid recommendations. AI Mode presents a second gap, with 41.30% presence and zero valid recommendations.

What Bank of America Corp. Is Winning

Bank of America Corp. has one clear, evidence-backed win in the current benchmark: meaningful recommendation coverage growth from a small base. Valid recommendation coverage rose from 2.0% in July 2026 to 6.64% in September 2026, a 4.6-point gain. Top-three placement climbed from 0.0% to 4.27% over the same period. This movement is concentrated in recommendation quality rather than raw visibility, since the bank's presence rate only rose from 56.2% to 59.72%.

The bank also holds a narrow but real recommendation pocket on Gemini. On that platform, Bank of America Corp. achieves 11.32% valid recommendation coverage, nearly double its overall rate, with a 9.43% top-three rate and an average recommended rank of 2.5. This suggests some AI surfaces are more willing to recommend the bank than others.

The bank's average recommended rank of 2.85 across all platforms is competitive with the category leaders. Morgan Stanley averages 3.01 and Bread Savings averages 3.52, meaning when Bank of America Corp. is recommended, it tends to appear relatively high in the list.

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

Questions This Section Answers

• Why does Bank of America Corp. appear in 59.72% of responses but receive only 6.64% valid recommendation coverage?
• Which tracked AI platforms mention the bank without ever recommending it?
• What does the bank's total absence of rank-one placements mean versus competitors like Morgan Stanley?

The most significant gap is the conversion of presence into recommendation. Bank of America Corp. appears in 59.72% of qualified observations, the fourth-highest presence rate in the category, but converts only 11.11% of those mentions into valid recommendations. By comparison, Morgan Stanley converts 43.67% of its mentions into recommendations, and Bread Savings converts 77.78%.

Rank-one placement is entirely absent. The bank recorded zero first-position recommendations across all six tracked platforms in September 2026. This contrasts sharply with Morgan Stanley, which holds a 10.43% rank-one rate, and JPMorgan Chase & Co., which holds a 4.74% rank-one rate. When AI systems recommend Bank of America Corp., they place it second or third, never first.

ChatGPT is the clearest platform-level gap. The bank appears in 47.06% of ChatGPT observations but receives zero valid recommendations and zero top-three placements. AI Mode shows a similar pattern, with 41.30% presence and zero valid recommendations. These platforms are mentioning the bank as context or comparison material, not as a recommended choice.

The bank also carries a negative framing signal that most competitors avoid. Bank of America Corp. recorded 7 negative mentions in September 2026, one of only two tracked issuers with any negative framing. Wells Fargo & Co. recorded 6 negative mentions. The category leaders, Morgan Stanley and Bread Savings, recorded zero negative mentions.

Biggest Opportunity

Questions This Section Answers

• What is the clearest path to turning Bank of America Corp.'s existing top-three placements into rank-one CD recommendations?
• Why is Gemini the most actionable platform for improving the bank's recommendation position?

The clearest opportunity for Bank of America Corp. is converting its mid-tier recommendation presence into rank-one placements on the platforms where it already holds top-three positions. The bank's average recommended rank of 2.85 shows that when AI systems do recommend it, they place it near the top of the list. The missing step is the final push from second or third position to first position.

This is most actionable on Gemini, where the bank already achieves 11.32% valid recommendation coverage and a 9.43% top-three rate. Strengthening the evidence layer that supports Gemini recommendations could move the bank from a strong top-three presence into rank-one contention. The prompt evidence suggests this requires building the public source footprint that AI systems cite when selecting a first-choice CD issuer, particularly around rate competitiveness and product attributes.

Competitive Landscape

Questions This Section Answers

• How does Bank of America Corp.'s recommendation profile compare with the CD category leaders and its mid-tier peers?
• Which benchmark metric best separates Bank of America Corp. from JPMorgan Chase & Co. in this category?

Morgan Stanley and Bread Savings hold dominant recommendation-stage strength in the certificates of deposits category, with a combined valid recommendation coverage of 62.56%. Bank of America Corp. sits in the middle tier, ahead of the long tail but well behind the two leaders.

Average recommended rank covers rank-eligible recommendations only.

Bank of America Corp. holds the fifth-highest top-three rate and the fourth-best average recommended rank, but it is the only issuer in the top five with zero rank-one placements. JPMorgan Chase & Co. demonstrates what the bank is missing: a 7.58% top-three rate with a 4.74% rank-one rate and a category-best average recommended rank of 1.76.

Prompt Evidence

Gemini / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "Who is offering the highest CD rates right now?" Result: Bank of America Corp. appeared in a valid recommendation context with a top-three placement, contributing to its 11.32% coverage rate on this platform.

ChatGPT / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "What is the highest CD rate right now?" Result: Bank of America Corp. was mentioned in 47.06% of ChatGPT observations but received zero valid recommendations, indicating presence without recommendation conversion.

AI Mode / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "Which bank is giving the highest CD rate today?" Result: Bank of America Corp. appeared in 41.30% of AI Mode observations but received zero valid recommendations, with negative framing recorded in 5 observations.

Google AI Overviews / Best CD Rates & Top Certificate of Deposit Accounts Prompt: "What are the best high-yield savings right now?" Result: Bank of America Corp. received 5.56% valid recommendation coverage with a 1.85% top-three rate, a modest but measurable recommendation presence.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map the specific prompt themes and evidence sources that drive Bank of America Corp.'s Gemini recommendations, and identify which competitor loses placement when the bank gains it.

Phase 2: Recommendation Readiness Plan Address the presence-to-recommendation conversion gap by identifying which owned pages and product attributes AI systems currently retrieve but do not convert into recommendations.

Phase 3: Owned Answer Layer Buildout Develop certificate of deposit content that answers high-intent rate and term questions directly, giving AI systems a clear basis for first-position recommendations.

Phase 4: Citation / Authority Layer Development Strengthen the backlink-supported evidence layer that AI systems cite when selecting CD issuers, with emphasis on the platforms where the bank already holds top-three placement.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track rank-one placement specifically, since the bank's zero rank-one rate across all platforms is the clearest measurable gap in the current benchmark.

Why This Matters

AI systems are now forming the buyer shortlist for certificate of deposit discovery, and they are doing so with a clear two-brand preference for Morgan Stanley and Bread Savings. Bank of America Corp. is present in these conversations, appearing in nearly 60% of qualified observations, but presence alone does not earn a place on the shortlist. The bank is being mentioned as context, not chosen as a recommendation.

The next move is targeted correction of the prompt, page, and citation layers. Bank of America Corp. needs to convert its existing top-three placements into rank-one positions, particularly on Gemini where it already holds measurable recommendation strength. Without that conversion, the bank will continue to appear in AI answers without capturing the first-choice position that drives buyer selection.

Core Metrics

Sentiment Score

Questions This Section Answers

• How is the bank's net sentiment score of 0.1508 calculated?
• Why does classifying mention sentiment matter more than raw share-of-voice counts for the bank?

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

For Bank of America Corp., this calculation is (26 x 1 + 93 x 0 + 7 x -1) / 126, producing a net sentiment score of 0.1508.

This score matters because unclassified mention counts are misleading. Bank of America Corp. appears in 126 mentions, but only 26 of those are positive and 7 are negative. The remaining 93 are neutral references that carry no recommendation weight. 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 difference between a 59.72% presence rate and a 6.64% recommendation rate is the difference between being mentioned and being chosen.

Sentiment by Platform

Questions This Section Answers

• Which AI platforms frame Bank of America Corp. positively, and which carry negative or context-only framing?

Methodology

1. This report is a benchmark-based analysis of the LLM Authority Index AI Market Discovery Index for the certificates of deposits vertical, interpreted by CiteWorks Studio. It is not a client implementation case study.
2. The reporting window is September 2026, with July 2026 and August 2026 referenced for movement analysis.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Mode, and Google AI Overviews.
4. The benchmark collected 800 prompt-surface observations in September 2026, of which 251 were relevant to the certificates of deposits vertical and 211 survived full qualification.
5. The competitor universe includes 10 tracked issuers: Morgan Stanley, Bread Savings, Goldman Sachs Group, JPMorgan Chase & Co., Bank of America Corp., Citigroup Inc., Capital One Financial Corp., Wells Fargo & Co., U.S. Bancorp, and American Express Co.
6. The public benchmark captured one qualified buyer-intent cluster in September 2026: Best CD Rates & Top Certificate of Deposit Accounts. No qualified observations were recorded in pricing and value or multi-brand comparison clusters.
7. Stage 0 extraction retained prompt-level observations including query, AI surface, answer, brand outcome, recommendation placement, sentiment, and citations where exposed.
8. A mention is defined as any appearance of a tracked brand in a qualified observation, regardless of recommendation context.
9. A valid recommendation is defined as a positive mention in which the brand is explicitly recommended or shortlisted as a choice. Neutral references, cautionary mentions, and comparison-anchor appearances are not counted as valid recommendations.
10. The July-to-September series includes a brand re-identification event in August 2026, where Capital One and American Express were replaced by Capital One Financial Corp. and American Express Co. as tracked entities. This affects historical comparisons for those two brands only.
11. Several movements in the category come from small absolute counts. Bank of America Corp.'s 14 valid recommendations and 9 top-three placements should be read alongside their underlying counts rather than as fully stable rates.
12. Limitations: The public benchmark does not measure market share, attributable sales, every possible AI response, organic-search ranking, or causality from metric movement alone. Changes between percentage rates are expressed as percentage points and record the change, not the cause.

Get Your AI Visibility Audit

The public benchmark shows where Bank of America Corp. wins and loses in AI-generated certificate of deposit recommendations, but the aggregate percentages hide the questions that matter most for competitive position. A company-level AI visibility audit maps the underlying prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy, turning the benchmark's signal into an actionable diagnosis of where the bank wins, where it loses, and what is driving each outcome.