E*TRADE AI Visibility Market Strategy Report - IRAs

Answer Capsule

E*TRADE is the strongest cumulative riser in the October 2026 IRA benchmark, with valid recommendation coverage up 17.7 percentage points to 46.1% from its 28.4% July 2026 baseline. The gain is a breadth story: raw mention presence climbed 20.0 points to 58.8%, but top-three placement reached only 6.6% and rank-one placement 0.4%, so the brand is surfaced across far more IRA queries than at baseline without converting that reach into top-of-list strength. The clearest opportunity sits in converting expanded presence into shortlist placement, where Fidelity and Charles Schwab hold the category's recommendation power.

Who This Report Is For

This report is for ETRADE's marketing, digital, and product leadership teams, and for IRA category strategists who need to understand where AI systems place ETRADE in the buyer shortlist relative to Fidelity, Charles Schwab, Vanguard, and Robinhood.

Report Card

Executive Summary

E*TRADE holds the fifth position in the October 2026 IRA benchmark with valid recommendation coverage of 46.1%, up 17.7 percentage points from its 28.4% July 2026 baseline. That is the largest cumulative coverage gain among continuously tracked brands in the category, and it is a meaningful move. The benchmark also shows the gain was concentrated in a single month, rising from 28.2% in August 2026 to 46.4% in September 2026, with the October reading 0.3 points below the prior month and within normal month-to-month variation.

The gain is driven by presence, not placement. E*TRADE's raw mention presence rose 20.0 points from 38.8% in July 2026 to 58.8% in October 2026, while its top-three recommendation rate reached only 6.6% and its rank-one rate 0.4%. E*TRADE is being surfaced across far more IRA queries than at baseline, but it is not converting that breadth into top placement at scale. Its 246 valid recommendation observations place it mid-pack on coverage without top-of-list strength.

Sentiment is positive but not the category's strongest. ETRADE recorded 249 positive mentions, 60 neutral mentions, and 5 negative mentions across 534 qualified observations, producing a net sentiment score of 0.7771. That score places ETRADE near the bottom of the ten tracked brands on framing quality. The negative mentions are few but present, and they are the only negative framing recorded for E*TRADE across the benchmark.

The strongest platform signal for ETRADE is ChatGPT, where it holds a 53.2% valid recommendation coverage rate and a 1.6% rank-one rate, the only platform where ETRADE appears as a first recommendation. Copilot and Perplexity also show meaningful coverage at 49.4% and 55.3% respectively. The clearest platform gap is Gemini, where E*TRADE's valid recommendation coverage is 33.3% and its rank-one rate is zero, and Google AI Overviews, where coverage is 34.8% with no rank-one placements.

The clearest cluster gap is structural. All 534 qualified observations in October 2026 fell into the Brand Recommendation cluster. The benchmark contains no qualified observations in Pricing & Value or Multi-Brand Comparison, so E*TRADE's performance on cost-driven or head-to-head comparison prompts cannot be assessed from this dataset. The recommendation dynamic being measured is default guidance, not comparative decision-making.

What E*TRADE Is Winning

Questions This Section Answers

• Where did E*TRADE gain the most IRA recommendation coverage against its July 2026 baseline?
• Which platform gives E*TRADE its strongest IRA recommendation signal?

E*TRADE's clearest win is cumulative coverage momentum. The brand recorded the largest cumulative coverage gain among continuously tracked brands, rising 17.7 percentage points to 46.1% in October 2026 from 28.4% in July 2026. The move was concentrated in a single month, up from 28.2% in August 2026 to 46.4% in September 2026, and the October reading held within 0.3 points of that level.

The second win is presence breadth. Raw mention presence climbed 20.0 points from 38.8% in July 2026 to 58.8% in October 2026, a significant rise against baseline. E*TRADE now appears in more than half of all qualified IRA observations, which places it ahead of SoFi at 49.6% and well ahead of Betterment LLC at 24.2%, Merrill Edge at 19.3%, Wealthfront Corporation at 12.0%, and M1 Finance at 10.7%.

The third win is top-three placement improvement. E*TRADE's top-three rate rose 3.8 points to 6.6% from July 2026, a significant move against baseline. That places it just below SoFi at 7.7% and well below Vanguard at 37.6%, Robinhood at 24.5%, Fidelity at 83.3%, and Charles Schwab at 78.8%. The improvement is real but narrow in absolute terms.

The fourth win is platform-level strength on ChatGPT. ETRADE holds a 53.2% valid recommendation coverage rate on ChatGPT, the highest of any platform for the brand, and it is the only platform where ETRADE appears as a first recommendation at a 1.6% rate. Perplexity follows at 55.3% coverage with a 1.2% rank-one rate.

E*TRADE's wins are real but bounded. The brand has expanded its footprint in AI-generated IRA recommendations without yet converting that footprint into the top-of-list placement that drives shortlist selection.

Where E*TRADE Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does E*TRADE's IRA presence fail to convert into top-three recommendations?
• Where do Fidelity and Charles Schwab separate from E*TRADE on first-position placement?
• Which platforms show the widest gap between E*TRADE's coverage and rank-one IRA placement?

The clearest gap is recommendation conversion. E*TRADE appears in 58.8% of qualified observations but receives valid recommendation credit in only 46.1% of them, and it reaches the top three in just 6.6%. The 12.7-point gap between presence and valid recommendation coverage is the widest among the top five brands, and the 39.5-point gap between valid recommendation coverage and top-three placement is the second widest in the category after SoFi.

The second gap is rank-one displacement. ETRADE holds a rank-one rate of 0.4%, meaning it is the first recommendation in roughly two of every 534 qualified observations. Fidelity holds 56.5% and Charles Schwab 23.4%. The two leaders are separated from ETRADE by more than 23 percentage points on first-position placement. When E*TRADE appears in a recommendation shortlist, it is almost never the first option named.

The third gap is platform inconsistency. ETRADE's valid recommendation coverage ranges from 33.3% on Gemini to 55.3% on Perplexity, a 22-point spread. On Gemini, ETRADE's rank-one rate is zero and its top-three rate is 4.4%. On Google AI Overviews, coverage is 34.8% with no rank-one placements and a 5.0% top-three rate. On Copilot, coverage is 49.4% with no rank-one placements. The brand's strongest platform, ChatGPT, still shows a 53.2% coverage rate against Fidelity's 75.8% and Charles Schwab's 74.2% on the same platform.

The fourth gap is competitive displacement at the top. Fidelity and Charles Schwab hold valid recommendation coverage of 87.5% and 86.5% respectively, a 1.0-point gap between them. ETRADE sits 41.4 points behind Fidelity and 40.4 points behind Charles Schwab. Robinhood, in third, holds 76.8%, and Vanguard, in fourth, holds 62.9%. ETRADE is closer to SoFi at 43.8% than to Vanguard at 62.9%, which places it in the middle tier rather than the recommendation leadership tier.

The fifth gap is sentiment. ETRADE's net sentiment score of 0.7771 is the lowest among the ten tracked brands. The brand recorded 5 negative mentions, the highest count in the category alongside Vanguard's 6. The negative framing is small in absolute terms but it is the only negative signal recorded for ETRADE, and it sits alongside 60 neutral mentions, the second-highest neutral count after Robinhood's 76.

Biggest Opportunity

Questions This Section Answers

• Where is E*TRADE's clearest path from IRA presence to shortlist placement?
• Which platforms should E*TRADE prioritize to lift its top-three recommendation rate?

ETRADE's biggest opportunity is converting its expanded presence into top-three recommendation placement. The brand has already solved the first half of the AI discovery problem: it appears in 58.8% of qualified IRA observations, up 20.0 points from July 2026. The second half, moving from presence to shortlist placement, is where the gap sits. ETRADE reaches the top three in 6.6% of observations and rank one in 0.4%.

The path runs through the Brand Recommendation cluster, which is the only qualified cluster in the October 2026 benchmark. The prompts in this cluster are default-guidance questions such as "What is the best Roth IRA right now?", "What brokerage account is the best?", and "Which bank is best for an IRA account?" These are the questions where AI systems name a shortlist, and where Fidelity and Charles Schwab are named first. E*TRADE's presence in these prompts is already established. The opportunity is to shift from being mentioned to being recommended within the top three.

The platform-level opportunity is concentrated on Gemini and Google AI Overviews, where E*TRADE's coverage is lowest at 33.3% and 34.8% respectively and where rank-one placement is zero on both. ChatGPT and Perplexity already show stronger coverage at 53.2% and 55.3%. Closing the Gemini and AI Overviews gap would lift the brand's overall top-three rate without requiring new presence gains on platforms where it already appears.

Competitive Landscape

Questions This Section Answers

• Where does E*TRADE sit among IRA competitors on top-three and rank-one recommendation rates?
• How does E*TRADE's average recommended rank and sentiment compare with the category leaders?

Fidelity and Charles Schwab hold the category's recommendation-stage strength, with valid recommendation coverage of 87.5% and 86.5% and top-three rates of 83.3% and 78.8%. Robinhood and Vanguard form a second tier at 76.8% and 62.9% coverage. E*TRADE sits in the middle tier at 46.1%, ahead of SoFi at 43.8% and well ahead of the lower-coverage brands.

Average recommended rank covers rank-eligible recommendations only.

E*TRADE's position in the table reflects the presence-to-placement gap. Its top-three rate of 6.55% places it sixth, just below SoFi at 7.68% and far below Vanguard at 37.64%. Its rank-one rate of 0.37% is tied with Betterment LLC and above only M1 Finance at zero. Its average recommended rank of 4.6824 is mid-pack, ahead of Merrill Edge at 5.7681 and Wealthfront Corporation at 5.1800, but well behind Fidelity at 1.3719 and Charles Schwab at 1.9932. Its sentiment score of 0.7771 is the lowest in the set.

Prompt Evidence

ChatGPT / Brand Recommendation Prompt: "What is the best Roth IRA right now?" Result: E*TRADE received valid recommendation credit at a 53.2% coverage rate on ChatGPT, the brand's strongest platform, with a 1.6% rank-one rate.

Gemini / Brand Recommendation Prompt: "Which bank is best for an IRA account?" Result: E*TRADE's Gemini coverage was 33.3% with a zero rank-one rate and a 4.4% top-three rate, the brand's weakest platform-level placement signal.

Google AI Overviews / Brand Recommendation Prompt: "What brokerage account is the best?" Result: E*TRADE appeared in 34.8% of AI Overviews recommendations with no rank-one placements and a 5.0% top-three rate.

Perplexity / Brand Recommendation Prompt: "What's the best IRA to put your money in?" Result: E*TRADE reached 55.3% valid recommendation coverage on Perplexity, its second-strongest platform, with a 1.2% rank-one rate.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit. Map the exact IRA prompts where E*TRADE appears but is not recommended in the top three, and identify which competitor takes the placement.

Phase 2: Recommendation Readiness Plan. Prioritize the Gemini and Google AI Overviews gaps, where E*TRADE's coverage is lowest and rank-one placement is zero.

Phase 3: Owned Answer Layer Buildout. Build IRA comparison and selection content that answers the default-guidance questions where AI systems form shortlists.

Phase 4: Citation / Authority Layer Development. Strengthen the public evidence layer that AI systems retrieve from, including the consumer finance publishers and review sites that dominate IRA citations.

Phase 5: Monthly AI Visibility and Recommendation Tracking. Track whether E*TRADE's presence gains convert into top-three and rank-one placement over the next measurement cycles.

Why This Matters

AI presence alone is not enough. ETRADE appears in 58.8% of qualified IRA observations, but it reaches the top three in only 6.6% and rank one in 0.4%. A buyer who asks an AI assistant for the best IRA provider is shown a shortlist, and ETRADE is rarely on it in a leading position. The gap between being mentioned and being recommended is where the buyer decision is made.

The next move is targeted correction of the prompt, page, and citation layers. E*TRADE's presence gains show the brand is retrievable. The placement gap shows the brand is not yet framed as a leading answer. Closing that gap requires aligning owned content, third-party citations, and platform-specific answer patterns with the default-guidance questions where AI systems form IRA shortlists.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why does treating all of E*TRADE's IRA mentions as wins overstate its AI visibility?
• What do E*TRADE's neutral and negative mention counts say about its framing versus competitors?

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

For E*TRADE in October 2026: (249 × 1 + 60 × 0 + 5 × -1) / 314 = 244 / 314 = 0.7771.

This matters because unclassified mention counts are misleading. E*TRADE's 314 mentions include 249 positive, 60 neutral, and 5 negative. Treating all 314 as wins would overstate the brand's standing. 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. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility.

E*TRADE's net sentiment score of 0.7771 is the lowest among the ten tracked brands. The 60 neutral mentions are the second-highest count in the category, and the 5 negative mentions are the highest alongside Vanguard. The brand's framing is positive overall, but it carries more neutral and negative weight than its competitors at the top of the category.

Sentiment by Platform

Questions This Section Answers

• Which platforms show E*TRADE's strongest and weakest IRA sentiment signals?
• Where is E*TRADE present but not recommendation-led across platforms?

Methodology

1. This report is a benchmark-based analysis of E*TRADE's AI recommendation visibility in the IRAs category for October 2026. It is not a client result and does not imply that CiteWorks Studio caused any benchmark outcome.
2. The reporting window is October 2026, with baseline comparison to July 2026 and monthly readings for August 2026 and September 2026.
3. Six AI/search surface families were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
4. The October 2026 benchmark produced 534 qualified observations from 800 source prompt-surface observations, 619 unique questions, and 592 relevant prompts.
5. Ten brands were tracked: Betterment LLC, Charles Schwab, E*TRADE, Fidelity, M1 Finance, Merrill Edge, Robinhood, SoFi, Vanguard, and Wealthfront Corporation.
6. One qualified buyer-intent cluster was measured: Brand Recommendation. Pricing & Value and Multi-Brand Comparison produced no qualified observations in October 2026.
7. A mention is counted when a tracked brand appears in an AI response to a qualified prompt. A valid recommendation is counted when the brand appears in a valid recommendation shortlist, as marked by the dataset.
8. Top-three rate measures how often a brand is recommended within the top three positions. Rank-one rate measures how often a brand is the first recommendation. Average recommended rank covers rank-eligible recommendations only.
9. Net sentiment score is calculated as (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions, on a scale from -1 to 1.
10. The public benchmark denominator is the qualified observation set, not the raw collection volume. Brand-level percentages use the qualified observations as the denominator.
11. The September 2026 measurement introduced a change in entity labels for Betterment and Wealthfront. Betterment appears as Betterment LLC and Wealthfront as Wealthfront Corporation. Their July and August values are shown for continuity but are not directly comparable to current readings.
12. The benchmark records change but does not establish why it occurred. Movement identifies areas worth investigating and does not by itself establish causation.

See How AI Is Recommending Your Brand

The public benchmark shows where E*TRADE stands in AI-generated IRA recommendations. A company-level AI visibility audit maps the prompt, platform, competitor, ranking, sentiment, and citation patterns behind those numbers into a prioritized strategy for your brand.