How AI Search Is Recommending Annuities: Monthly Trends

Executive Summary

MassMutual takes the annuities category's coverage lead in October 2026 at 82.5% valid recommendation coverage, and the movement behind that number is significant against the July 2026 baseline. The gap to the next brand is 5.5 points, with New York Life second at 77.0%, followed by Allianz Life at 71.0% and Nationwide at 70.0%. MassMutual's 8.5 point rise from 74.0% in July 2026 is the category's only significant baseline gain.

New York Life posted the strongest placement shift of any tracked brand. Its rank-one rate reached 45.2% in October 2026, up 26.1 points from 19.1% in July 2026, and its top-three rate rose 18.6 points to 68.2% across the same span. Both increases are far larger than any other placement shift in the category this month, even though its baseline-to-current coverage gain of 5.5 points does not clear the coverage significance threshold.

Corebridge Financial is the sharpest decliner. Coverage fell 8.3 points from 20.7% in July 2026 to 12.4% in October 2026, a significant baseline decline, with raw mention presence down 10.8 points to 14.8%. The wider category picture is a rebound month: after August 2026 compressed the field and September 2026 partially recovered it, October 2026 lifted eight of ten tracked brands above their July 2026 positions, with the qualified observation count at 217.

Each monthly run begins with 800 prompt-surface observations (543 unique questions in October 2026; 496 in July 2026) across the benchmark's defined AI/search surface universe. Of those, all 800 mentioned a tracked brand or competitor in both months; 269 were relevant and 531 were irrelevant in October 2026, against 289 relevant and 511 irrelevant in July 2026. The public metrics use the 217 qualified observations in October 2026 and the 246 qualified observations in July 2026. August 2026 and September 2026 produced 161 and 227 qualified observations respectively.

Key Findings

AI Response Inconsistency Alerts

One critical or high-severity factual inconsistency was detected this period, spanning two AI platforms. The conflict involves one tracked brand and a question about mutual insurer ownership, a distinction that matters to buyers evaluating how an annuity provider is structured and governed.

Lincoln Financial

Severity: high. Topic: mutual ownership status. When asked which insurance companies are mutual, Perplexity stated that Lincoln Financial operates as a mutual insurer owned by policyholders, or has mutual roots, citing Wikipedia's mutual insurance entry, NerdWallet's explainer on mutual life insurance companies, and State Farm's guide to mutual insurance companies. Gemini responded to the same question by listing mutual life insurers as Northwestern Mutual, New York Life, MassMutual, Mutual of Omaha, Guardian Life, and Penn Mutual, with Lincoln Financial not among them. Gemini's sources were a Top 10 mutual insurance companies guide, a Best's News ranking of the largest 25 US mutual insurers, and a Best's Review chart of the largest 25 US mutual life insurers. The flagged sources sit on Gemini's side of the conflict: the Best's News ranking page and Wikipedia's category of mutual insurance companies of the United States, both indicating Lincoln Financial is absent from mutual insurer lists. The two responses cannot both be correct, since Lincoln Financial is a publicly traded stock company and cannot simultaneously be a policyholder-owned mutual insurer.

Benchmark Context

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

August 2026 produced 161 qualified observations and September 2026 produced 227, so October 2026's 217 sits just below the September level and below the July 2026 baseline. All six canonical AI surface families carried qualified observations in both July 2026 and October 2026.

Benchmark-Level Metrics

The recommendation-shaped answer share is the proportion of answers that take the form of a direct brand recommendation or shortlist, and it rose from 33.7% in July 2026 to 61.8% in October 2026. Well over three fifths of qualified answers now recommend rather than describe.

AI Recommendation Trend

Questions This Section Answers

• Which annuity brands now sit in the top tier above 70% coverage, and how tight is the gap between them this month?
• Which brand extended its coverage lead in October 2026, and how do the rest of the tracked providers move against their July 2026 baseline?

MassMutual Holds the Lead as the Top Tier Tightens

The annuities category consolidated upward in October 2026, with MassMutual extending its coverage lead while New York Life converted broad presence into first-position recommendations. Four brands now sit at or above 70% coverage, a tighter top tier than July 2026.

Only MassMutual's baseline-to-current gain cleared its significance threshold. Two brands moved in the opposite direction: Corebridge Financial declined significantly against baseline, while Pacific Life's 3.0 point slide stayed within normal month-to-month variation. The remaining category movement came from several smaller gains stacking together rather than from one dominant shift.

What Changed This Month

Questions This Section Answers

• How did MassMutual rise to the category's only significant baseline gain while its rank-one rate fell?
• What drove New York Life's rank-one placement more than doubling without a matching coverage gain?
• Where did Corebridge Financial and Pacific Life lose coverage, and what separates the top tier from the long tail?

MassMutual: Significant Baseline Riser and Coverage Leader

MassMutual's coverage rose 8.5 points from 74.0% in July 2026 to 82.5% in October 2026, clearing its significance threshold and marking the category's only significant baseline gain. The prior-month movement was sharper still: up 14.2 points from 68.3% in September 2026, also significant.

Raw mention presence reached 88.5% in October 2026, against 85.0% in July 2026, a 3.5 point gain. Top-three placement rose 6.1 points to 51.6%. The countervailing signal is at the top of the list, where the rank-one rate fell 10.2 points from 20.3% in July 2026 to 10.1% in October 2026.

The distinction to notice: MassMutual is recommended more often than any other brand in the category, but it is less likely to be the first name in the answer than it was in July 2026. Of 217 qualified observations, 179 valid recommendations carried the brand, and 22 of them placed MassMutual first. Its position rests on breadth across the shortlist rather than on lead placement.

Highest-priority diagnostic: Which prompt types converted from top-three to rank one for New York Life, and whether the same prompts sit inside MassMutual's broader coverage base.

New York Life: Strongest Placement Conversion in the Category

New York Life's coverage rose 5.5 points from 71.5% in July 2026 to 77.0% in October 2026, below its significance threshold. The placement picture is more decisive: the rank-one rate climbed 26.1 points from 19.1% to 45.2%, and the top-three rate rose 18.6 points from 49.6% to 68.2%. Both increases stand out against the rest of the category's movement this month. The prior-month gain of 14.4 points from 62.6% in September 2026 was also significant.

Raw mention presence held essentially level at 83.0% in October 2026 against 83.7% in July 2026. Rank-one placements rose from 47 in July 2026 to 98 in October 2026, on 167 valid recommendations in October 2026.

The distinction to notice: New York Life did not widen its footprint so much as it took the first position inside the footprint it already had. Presence stayed flat while lead placement more than doubled, a different mechanism from MassMutual's broader shortlist coverage.

Highest-priority diagnostic: Which individual prompts moved New York Life from a lower shortlist position to rank one, and which surfaces carried those prompts.

Corebridge Financial: Significant Baseline Decliner

Corebridge Financial's coverage fell 8.3 points from 20.7% in July 2026 to 12.4% in October 2026, a significant decline against baseline. The prior-month movement ran the other way, up 1.8 points from 10.6% in September 2026, which is not significant.

Raw mention presence dropped 10.8 points from 25.6% to 14.8%. Top-three placement fell 2.0 points to 3.7%, and the rank-one rate sits at 0.0% in October 2026, against 0.4% in July 2026.

The distinction to notice: Corebridge Financial's 12.4% coverage at a qualified set of 217 observations represents 27 valid recommendations, 8 of them inside the top three and none at rank one. The brand appears in the analysis set but rarely leads it.

Highest-priority diagnostic: Which prompts carried Corebridge Financial's July 2026 recommendations and no longer surface the brand.

Pacific Life: Second Consecutive Down Month

Pacific Life's coverage slipped 3.0 points from 22.4% in July 2026 to 19.4% in October 2026, below its significance threshold. The prior-month change was a 2.2 point decline from 21.6% in September 2026, giving the brand a two-month downward streak.

Raw mention presence fell 11.9 points from 31.3% to 19.4%. Top-three placement eased 2.6 points to 5.5%, while the rank-one rate edged up 0.8 points to 3.7%. Of 217 qualified observations, the brand carried 42 valid recommendations, 12 of them in the top three.

The distinction to notice: Pacific Life's presence is contracting faster than its recommendation coverage. Mentions are down sharply while the shortlist rate holds closer to baseline, meaning the brand is still recommended when it appears but appears in fewer answers overall.

Highest-priority diagnostic: Which surfaces account for the presence decline, and whether the prompts that dropped the brand now recommend a specific competitor.

The Wide-Field Gap: Corebridge Financial Against the Category Leaders

The benchmark measured a widening separation between Corebridge Financial and the category's coverage leaders. Its gap to Nationwide moved from 40.7 points in July 2026 to 57.6 points in October 2026, a widening of 16.9 points. The gap to MassMutual widened 16.8 points over the same span, from 53.3 to 70.1 points. Against Allianz Life, the separation widened 14.7 points, from 43.9 to 58.6 points.

None of these gaps widened in every month of the series, so the pattern reflects standing levels at the two endpoints rather than uninterrupted divergence. Read as a category observation: the annuities field now separates into a top tier above 70% coverage and a long tail below 25%, with Corebridge Financial, Pacific Life, Fidelity, and Brighthouse Financial on the lower side of that boundary.

Highest-priority diagnostic: Whether the prompts that separate the tiers overlap at all, or whether the top tier and the long tail are being recommended in response to different questions.

Stable Mid-Field: Allianz Life, Athene, Nationwide, Lincoln Financial, Fidelity, Brighthouse Financial

Allianz Life rose 6.4 points from 64.6% in July 2026 to 71.0% in October 2026, with the prior month up 8.4 points from September 2026. Its rank-one rate fell 9.1 points against baseline to 12.4%, so its coverage gain did not extend to lead placement. Athene added 4.7 points to 60.8%, with raw presence roughly flat and sentiment remaining strongly positive. Nationwide's 8.6 point baseline gain to 70.0% sits exactly at its threshold, while its prior-month move of 11.4 points from September 2026 was significant.

Lincoln Financial rose 3.0 points to 24.9% on a two-month upward streak, and its rank-one rate softened 0.3 points to 0.9%. Fidelity moved from 8.1% to 9.2%, though raw mention presence fell 10.1 points to 18.0%, a decline that runs opposite to its coverage trend. Brighthouse Financial held at the floor with 1.4% coverage, representing 3 valid recommendations out of 217 qualified observations.

The distinction to notice: for these brands the October 2026 position sits above July 2026 in most cases, but the placement layer moved in the opposite direction for Allianz Life, Corebridge Financial, and Lincoln Financial. Coverage and lead placement are separate signals and diverged this month.

Highest-priority diagnostic: Which prompt segments produced the coverage gains without a matching placement gain.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent clusters actually produced qualified recommendations in October 2026?
• What commercial questions about annuity pricing and head-to-head comparisons does the benchmark still not answer?

In October 2026, all 217 qualified observations fell into the Brand Recommendation cluster, consistent with July 2026, August 2026, and September 2026. Pricing & Value and Multi-Brand Comparison carried zero qualified observations in each month of the series. The public benchmark therefore measures which brand AI systems recommend for annuity purchase decisions, and this month it measures that question with a higher share of recommendation-shaped answers than at any prior point in the series. It cannot yet answer fee transparency, value comparison, or direct head-to-head questions, and those commercial questions remain outside the benchmark's current evidence base.

Brand Opportunity Summary

Questions This Section Answers

• Which annuity brands show a gap between coverage movement and rank-one placement that needs investigating?
• What is the highest-priority diagnostic for each brand's October 2026 position?

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations capturing the query, the AI surface used, the recommendation outcome, the rank position, the sentiment expressed, and the citations exposed where available. Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Visibility Market Discovery research program.

• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• The October 2026 qualified set of 217 observations sits close to September 2026's 227 and below July 2026's 246. Percentage movements on smaller qualified counts can overstate the size of a change in absolute terms, and the August 2026 count of 161 in particular should be read with that caveat.
• The public metrics use the qualified denominator, not the raw collection of 800 prompts. Coverage percentages reflect the qualified analysis set only, and the qualified denominator shifted across the four months.
• Movement between months indicates where to investigate, not what caused the change. The August 2026 compression, September 2026 recovery, and October 2026 consolidation could reflect prompt mix, surface behavior, or competitive repositioning, and the benchmark alone cannot distinguish among these.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath the aggregate percentages sit the questions that matter: which high-intent prompts are won, which competitor takes the recommendation when a brand loses, what attributes AI associates with each option, and which external sources shape those answers. October 2026's divergence between coverage gains and placement declines across several brands raises those questions for the leader, the mid-field, and the long tail alike.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy.

Request an AI visibility audit