Answer Capsule
Ladder Life is a good fit for a healthy U.S. consumer who wants Accelerated Underwriting Term Life Insurance. Three of seven platforms named Ladder during the ranking stage (deepseek, kimi, openai), and all seven platforms that evaluated fit rated it good, strong, or uncertain — none rated it a poor fit. The strongest reason to consider it: Ladder advertises a fully digital application with no medical exam for policies up to $3 million, coverage up to $8 million, and adjustable coverage [1]. The main limitation: Ladder sells term-only coverage with no riders, no permanent-life conversion, and an age cap of 60 [3].
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 3 of 7 platforms (deepseek, kimi, openai) |
| Share of included platform responses | 42.9% |
| Average listed rank | 3.33 |
| Best listed rank | 2 (deepseek, openai) |
| Relevant product/model/plan | Ladder Term Life Insurance (accelerated underwriting) |
| Overall use-case fit | Strong (3 platforms); Good (3 platforms); Uncertain (1 platform) — 7 platforms analyzed |
| Research date | 2026-09-20 |
Why Ladder Life Qualified for This Study
Questions This Section Answers
- Is Ladder Life a good choice for accelerated underwriting term life insurance?
- Why did only three of seven AI platforms name Ladder Life in the ranking stage?
Ladder Life qualified because it directly matches the study's core criteria: a reputable carrier structure, competitive premiums for healthy applicants, meaningful coverage amounts, and an efficient digital application process. Three platforms named it during ranking discovery — deepseek (rank 2), openai (rank 2), and kimi (rank 6) — giving it an average listed rank of 3.33 and a 42.9% share of included platform responses.
All seven platforms that evaluated fit placed Ladder in the good-to-strong range. Anthropic, google, and grok rated it a strong fit; openai, deepseek, and perplexity rated it a good fit; kimi rated it uncertain, citing a lack of independently verified product specifications in its retrieved sources [6]. No platform rated Ladder a poor fit for this use case.
The qualification rests on Ladder's alignment with accelerated underwriting specifically, not on general brand strength. Ladder markets a digital application with health questions and no medical exams for policies up to $3 million [7]. Independent reviews corroborate the no-exam threshold and the broader coverage range [8].
The Product, Model, Plan, or Service Most Relevant to Accelerated Underwriting Term Life Insurance
Questions This Section Answers
- Which Ladder Life product is most relevant for a healthy buyer who wants no-exam term coverage?
- How much term life coverage can a buyer get from Ladder Life without a medical exam?
The relevant product is Ladder Term life insurance, sold through Ladder's accelerated underwriting process. Ladder operates as a digital distributor; policies are issued by partner insurers rather than by Ladder itself [11].
The official product page states applicants can apply online in minutes with health questions and no medical exams for policies up to $3 million [11]. Coverage above $3 million may require a free at-home health check [13]. Independent sources report total available coverage from $100,000 to $8 million, with terms of 10, 15, 20, 25, or 30 years [15].
Ladder's current official disclosure lists Amica Life Insurance Company, Fidelity Security Life Insurance Company, and S.USA Life Insurance Company as issuing carriers for specified jurisdictions [11]. Older independent reviews name Allianz and other issuers, so the issuing carrier should be confirmed for the applicant's state and policy form [18].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree on about Ladder Life's accelerated underwriting process?
- Is Ladder Life's no-exam coverage limit consistent across AI platform research?
Platforms agreed unanimously on several points. All seven described Ladder as a digital-first or fully online term life platform with an accelerated underwriting path [20].
They agreed on the no-exam threshold: coverage up to $3 million without a conventional medical exam, with health questions used instead [20]. They agreed coverage extends to $8 million overall, with additional underwriting above $3 million [30].
They agreed Ladder sells term life only — no permanent coverage or cash value [32]. They agreed Ladder offers no policy riders, including accelerated death benefit, waiver of premium, or return of premium [35]. They agreed on an age range of roughly 20 to 60 [37].
They also agreed that coverage decreases take effect immediately without new underwriting, while increases require a new application [40].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Which Ladder Life claims are uncertain or conflicting across AI platform research?
- Does Ladder Life offer the cheapest term life premiums for healthy applicants?
Platforms disagreed or were uncertain on several material points.
Premium competitiveness. OpenAI reported that Ladder rates may be similar to other online insurers for smaller policies but are not necessarily the cheapest [42]. Anthropic and google described rates as competitive for healthy nonsmokers in their 20s through 40s [43]. Deepseek and kimi could not verify premium competitiveness from public data [45]. No platform established that Ladder is the cheapest option.
Issuing carrier. Older independent reviews identify Allianz and other issuers, while Ladder's current official disclosure lists Amica Life, Fidelity Security Life, and S.USA Life for specified jurisdictions [47]. This conflict is unresolved in the supplied evidence.
Trustpilot rating. Anthropic reported both 4.7 stars (NerdWallet, Ladder help center) and 4.8 stars (ConsumersAdvocate) [49]. The discrepancy is marginal but unresolved.
Underwriting strictness. Anthropic and google noted Ladder's algorithmic underwriting can be strict, potentially declining applicants with significant health conditions [52]. Kimi could not confirm instant approval rates [46].
Approval outcomes. One source mentioned instant approval for young and healthy applicants, while NerdWallet and others noted final approved rates may be higher than initial quotes [53].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What features does Ladder Life offer for accelerated underwriting term life insurance?
- Can a Ladder Life policyholder increase or decrease coverage without a new medical exam?
Ladder's features map closely to the accelerated underwriting use case.
Digital application. Ladder markets a fully digital application with health questions and no paperwork for policies up to $3 million [55]. Independent reviews describe quotes returning in under five minutes and same-day coverage for approved applicants [56].
Algorithmic underwriting. Ladder's underwriting cross-references prescription databases, motor vehicle records, and credit-based insurance scores in real time [58]. Perplexity reported third-party data such as prescription history is used for risk assessment [60].
Coverage amounts and terms. Coverage ranges from $100,000 to $8 million, with no-exam coverage generally up to $3 million, and terms of 10, 15, 20, 25, or 30 years [61]. Term options may be limited by age [64].
Adjustable coverage. Policyholders can decrease coverage online at any time, lowering premiums proportionally; increases require a new underwriting application [65].
Carrier backing. Policies are issued by A-rated carriers: Amica Life (A+ Superior), Fidelity Security Life (A Excellent), and S.USA Life (A- Excellent) per Ladder's help center [68].
Customer ratings. Ladder earned 4.7–4.8 stars on Trustpilot and 4.7/5 on NerdWallet [69].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Ladder Life cost per month for a healthy 30-year-old buying $500,000 in term coverage?
- Are there setup, cancellation, or coverage-adjustment fees with Ladder Life?
Ladder advertises prices starting at $5 per month for a 20-year-old preferred-plus applicant buying $100,000 for a 10-year term; the official page states the rate was valid as of April 7, 2026 [72]. This is a marketing example, not a typical or guaranteed price.
Published sample rates for a $500,000, 20-year policy for exceptionally healthy nonsmokers include $22.54 per month for a 30-year-old man and $19.66 per month for a 30-year-old woman [72]. Forbes reported $234 per year for a 30-year-old woman and $270 per year for a 30-year-old man on the same policy structure [75]. Grok reported roughly $23 per month for a 30-year-old male nonsmoker buying $500,000 for 10 years [77].
Fees and contract terms: Ladder states policies can be canceled within the first 30 days for a full refund and canceled later without cancellation fees [72]. No separate application or medical-exam fee was identified in the reviewed sources [72]. Coverage increases may be separately priced and may require approval or additional underwriting [72]. Independent evidence reports possible annual renewal for up to five years at higher premiums, subject to policy terms [79].
Pricing confidence is moderate to low across platforms. Deepseek and kimi could not verify premium competitiveness from public data [81]. Published examples are illustrative rather than guaranteed personalized prices [74].
Best Suited For
Questions This Section Answers
- Who is Ladder Life best suited for in accelerated underwriting term life insurance?
- Is Ladder Life a good fit for a healthy 30-year-old who wants $500,000 in no-exam term coverage?
Ladder is best suited for healthy applicants ages 20–60 seeking $100,000–$3 million of term coverage without a conventional medical exam [83]. It fits buyers who value an online application, rapid underwriting decisions, and the ability to reduce or increase coverage as needs change [83].
It also suits consumers needing relatively large online term coverage — up to $8 million with additional underwriting — and who are willing to compare the final quote with traditionally underwritten carriers [87].
Buyers comfortable with digital-only platforms and no agent interaction are a natural fit [88]. Those with declining insurance needs who value the ability to reduce coverage anytime also benefit [86].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Ladder Life for accelerated underwriting term life insurance?
- Is Ladder Life a poor fit for a buyer who needs policy riders or permanent coverage?
Ladder is probably not best for applicants older than 60 or seeking permanent life insurance [91]. It is also a poor fit for buyers requiring riders, conversion privileges, or extensive policy customization — Ladder offers no riders of any kind [94].
Applicants with significant health conditions requiring specialist underwriting may be declined or referred elsewhere, since Ladder's algorithmic underwriting can be strict [97]. Buyers who prefer human agent interaction or a local broker relationship are also not well served [98].
Those willing to complete full underwriting to pursue potentially lower premiums from a broader carrier marketplace may find better options elsewhere [100].
When Another Option May Be Better
Questions This Section Answers
- When is a different carrier a better choice than Ladder Life for accelerated underwriting term life insurance?
- What alternative should a buyer consider if they need coverage above $3 million without a medical exam?
Another option may be better when the buyer wants to compare multiple carriers for the lowest healthy-applicant premium — an independent broker or a traditional carrier offering accelerated underwriting may help [102]. Carriers such as Ethos or Lemonade may be worth considering when permanent-life availability or a different digital underwriting experience matters, though product availability and terms should be independently verified [102].
A carrier with conversion privileges or riders may be better when the buyer wants future permanent coverage or living-benefit customization [104]. A conventional fully underwritten carrier may be better when the buyer is healthy, can tolerate an exam, and wants to test whether exam-based underwriting produces a lower preferred rate [102].
Kimi noted that competitors like Assurity and Lincoln Financial have documented, detailed product specifications in available sources, making direct comparison difficult for buyers who prioritize transparent comparison shopping [106].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Ladder Life before signing a contract?
- Which legal insurer will issue the Ladder Life policy in the buyer's state?
Before buying, verify which legal insurer will issue the specific policy in the buyer's state and that insurer's current financial-strength rating [109]. Confirm whether the applicant will receive accelerated/no-exam underwriting or could be required to complete an at-home health check, medical records, labs, or a conventional exam [109].
Confirm the exact coverage amount, term, underwriting class, premium, and guaranteed-renewal terms offered [109]. Ask whether coverage increases are permitted after issue and whether they require new underwriting or carry a different rate schedule [115].
Ask whether the policy includes any conversion privilege, accelerated-death benefit, waiver-of-premium provision, or other rider [116]. Confirm state-specific suicide, contestability, fraud, lapse, reinstatement, and renewal provisions [109].
Ask what personal-data sources and third-party databases may be used in accelerated underwriting [119]. Confirm the expected decision time and what events could delay or change the initial quote [121]. Compare the final Ladder quote with at least two accelerated-underwriting or traditionally underwritten carriers [109].
Final AI Consensus Verdict
Ladder Life is a good fit for accelerated underwriting term life insurance. All seven platforms that evaluated fit placed it in the good-to-strong range, with one uncertain rating driven by limited independent verification rather than a negative finding [123]. The strongest consensus points: digital application, no medical exam up to $3 million, coverage up to $8 million, adjustable coverage, and A-rated issuing carriers [124].
The consensus limitations are equally clear: term-only product, no riders, no permanent-life conversion, age cap of 60, and premiums that are competitive but not established as the cheapest [127]. Buyers should obtain a personalized quote and compare it with other accelerated-underwriting carriers before purchasing [124].
For the broader carrier landscape, see the Accelerated Underwriting Term Life Insurance consensus index. For related term life research, see the life insurance category directory.
How This Review Was Produced
This review synthesizes fit-research responses from seven AI platforms: openai (gpt-5.6-luna), anthropic (claude-haiku-4-5-20251001), deepseek (deepseek-v4-flash), grok (x-ai/grok-4.3), perplexity (perplexity/sonar), google (gemini-3.5-flash), and kimi (moonshotai/kimi-k2.6). Each platform evaluated Ladder Life against the target buyer profile: a healthy U.S. consumer seeking accelerated underwriting term life insurance with a reputable carrier, competitive premiums, meaningful coverage, and an efficient digital application.
Three platforms named Ladder during ranking discovery (deepseek, kimi, openai). All seven evaluated fit. Platform-reported research dates ranged from 2026-06-12 (deepseek) to 2026-09-21 (all others). The authoritative run research date is 2026-09-20.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date; these dates are provenance metadata and do not independently prove freshness. Deepseek's research date (2026-06-12) is notably older than the others. Deepseek also reported search_enabled: false, meaning its claims rely on model knowledge rather than retrieved evidence.
All included platforms evaluated fit, but platform_mentions counts only platforms that named the entity during ranking discovery. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts.
Conflicting product names, pricing, and capabilities were not resolved by guessing; buyers should verify issuing carrier, no-exam eligibility, final premiums, and state-specific terms directly with Ladder and the issuing insurer. No platform established that Ladder is the cheapest carrier for this use case. Kimi's uncertain rating reflects missing independent verification in its retrieved sources, not a negative finding about Ladder.
Sources
Company-Owned Sources
- Assurity Accelerated Underwriting Term Life Product Highlights: https://info.assurity.com/hubfs/Individual%20Sales/IS%20-%20Term%20Life/Highlight%20Sheet/Accelerated_Underwriting_Highlight-Sheet_TL.pdf?hsLang=en-us
- LadderLife | Flexible Term Life Insurance: https://ladder-life.com/
- Can I trust Ladder? – Ladder help center: https://support.ladderlife.com/hc/en-us/articles/360001846568-Can-I-trust-Ladder
- Will I need to do a health check or a lab exam?: https://support.ladderlife.com/hc/en-us/articles/360001850647-Will-I-need-to-do-a-health-check-or-a-lab-exam
- Ladder Life Official Website: https://www.ladderlife.com/
- Ladder Term Life Insurance: https://www.ladderlife.com/dpl
- How much coverage does Ladder offer?: https://www.ladderlife.com/help/how-much-coverage-does-ladder-offer
- Will I need to do a health check or a lab exam? - Ladder help center: https://www.ladderlife.com/help/will-i-need-to-do-a-health-check
- Ladder Life Term Life Insurance: https://www.ladderlife.com/term-life-insurance
- Terms & Conditions - Ladder Life: https://www.ladderlife.com/terms
- Lincoln TermAccel Level Term Product Information: https://www.lincolnfinancial.com/public/individuals/products/lifeinsurance/termlife/lincolntermaccellevelterm
Additional AI research evidence131 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:2-1
- AI research evidence record anthropic:2-3
- AI research evidence record anthropic:1-5
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:19-1
- AI research evidence record anthropic:19-3
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:19-2
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:18-19
- AI research evidence record openai:c3
- AI research evidence record google:1.1.2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record grok:6
- AI research evidence record perplexity:c1
- AI research evidence record google:1.1.6
- AI research evidence record kimi:c1
- AI research evidence record anthropic:1-4
- AI research evidence record grok:12
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:19-3
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:2-1
- AI research evidence record perplexity:c11
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:1-5
- AI research evidence record grok:0
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-3
- AI research evidence record openai:c4
- AI research evidence record anthropic:30-5
- AI research evidence record google:1.1.1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:35-1
- AI research evidence record anthropic:36-8
- AI research evidence record anthropic:23-19
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-4
- AI research evidence record anthropic:19-5
- AI research evidence record anthropic:19-7
- AI research evidence record grok:0
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:18-19
- AI research evidence record openai:c3
- AI research evidence record anthropic:18-20
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-3
- AI research evidence record google:1.1.6
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:35-1
- AI research evidence record anthropic:36-8
- AI research evidence record openai:c1
- AI research evidence record google:1.2.4
- AI research evidence record openai:c5
- AI research evidence record anthropic:27-7
- AI research evidence record anthropic:27-8
- AI research evidence record grok:0
- AI research evidence record anthropic:10-3
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-5
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-5
- AI research evidence record grok:0
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record google:1.1.6
- AI research evidence record anthropic:1-5
- AI research evidence record anthropic:2-1
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:23-19
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-5
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-5
- AI research evidence record anthropic:2-3
- AI research evidence record google:1.1.1
- AI research evidence record kimi:c2
- AI research evidence record kimi:c3
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:32-4
- AI research evidence record kimi:c1
- AI research evidence record anthropic:19-2
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:1-5
- AI research evidence record anthropic:10-3
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:19-7
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:30-4
- AI research evidence record anthropic:30-5
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:2-1
- AI research evidence record anthropic:2-3
- AI research evidence record anthropic:1-5
- AI research evidence record openai:c4
- AI research evidence record anthropic:30-5
Independent Sources
- All You Need To Know About Ladder Life Insurance: https://blakeinsurancegroup.com/ladder-life-insurance-review/
- Ladder Life Insurance Review: What To Know Before: https://clark.com/insurance/life-insurance/ladder-life-insurance-review/
- Ladder Life Insurance Review 2026: Rates, Pros & Cons: https://ogletreefinancial.com/blog/ladder-life-insurance-review/
- Ladder Life Insurance Review: A Complete Overview for 2026: https://rateschaser.com/life-insurance/reviews/ladder-life-insurance-review/
- Accelerated Underwriting Life Insurance: How It Works and Which Carriers Offer It: https://terminsurancebrokers.com/life-insurance-answers/accelerated-underwriting-for-life-insurance-faster-approval/
- Ladder Life Insurance Review 2025 - CNBC: https://www.cnbc.com/select/ladder-life-insurance-review/
- 2026 Ladder Reviews: Life Insurance: https://www.consumersadvocate.org/life-insurance/c/ladder-review
- Ladder Life Insurance Review (2026): Pros, Cons & Ratings: https://www.ethos.com/life-insurance/ladder-life-insurance-review/
- Ladder Life Insurance Review: Pros and Cons – Forbes Advisor: https://www.forbes.com/advisor/life-insurance/ladder-life-insurance-review/
- Ladder Life Insurance Review: Pros and Cons - Forbes: https://www.forbes.com/advisor/life-insurance/ladder-review/
- Best Online Life Insurance Companies of 2026: https://www.insure.com/life-insurance/best-online-life-insurance-companies.html
- Ladder Life Insurance Review: https://www.investopedia.com/ladder-life-insurance-review-5187031
- Ladder Life Insurance Review: https://www.jrcinsurancegroup.com/ladder-instant-issue-term-insurance-review/
- Ladder Life Insurance Review 2026 | Money Atlas: https://www.moneyatlas.com/review/ladder
- Ladder Life Insurance Review 2026: Pricing, Pros & Cons: https://www.moneygeek.com/insurance/life/reviews/ladder/
- Ladder Life Insurance Company: https://www.naic.org/
- Ladder Life Insurance Review 2026: https://www.nerdwallet.com/blog/insurance/ladder-insurance-review/
- Ladder Life Insurance Review 2026: Pros & Cons: https://www.nerdwallet.com/insurance/life/ladder-life-insurance-review
- Ladder Life Insurance Review September 2026: Adjustable C: https://www.onepercentfinance.com/life-insurance/companies/ladder
- Ladder Life Insurance Review: Great for 60 & Under: https://www.policygenius.com/life-insurance/ladder-life-insurance-review/
- Ladder Life Insurance Review: Quick and Simple Coverage You Can Manage Online: https://www.valuepenguin.com/life-insurance/ladder-life-review
Additional AI research evidence131 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-4
- AI research evidence record anthropic:2-1
- AI research evidence record anthropic:2-3
- AI research evidence record anthropic:1-5
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:19-1
- AI research evidence record anthropic:19-3
- AI research evidence record perplexity:c4
- AI research evidence record openai:c1
- AI research evidence record deepseek:c3
- AI research evidence record anthropic:19-2
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:18-19
- AI research evidence record openai:c3
- AI research evidence record google:1.1.2
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record grok:6
- AI research evidence record perplexity:c1
- AI research evidence record google:1.1.6
- AI research evidence record kimi:c1
- AI research evidence record anthropic:1-4
- AI research evidence record grok:12
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:19-3
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:2-1
- AI research evidence record perplexity:c11
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:1-5
- AI research evidence record grok:0
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-3
- AI research evidence record openai:c4
- AI research evidence record anthropic:30-5
- AI research evidence record google:1.1.1
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:35-1
- AI research evidence record anthropic:36-8
- AI research evidence record anthropic:23-19
- AI research evidence record anthropic:1-1
- AI research evidence record openai:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-4
- AI research evidence record anthropic:19-5
- AI research evidence record anthropic:19-7
- AI research evidence record grok:0
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:18-19
- AI research evidence record openai:c3
- AI research evidence record anthropic:18-20
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:10-3
- AI research evidence record google:1.1.6
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:32-3
- AI research evidence record anthropic:35-1
- AI research evidence record anthropic:36-8
- AI research evidence record openai:c1
- AI research evidence record google:1.2.4
- AI research evidence record openai:c5
- AI research evidence record anthropic:27-7
- AI research evidence record anthropic:27-8
- AI research evidence record grok:0
- AI research evidence record anthropic:10-3
- AI research evidence record openai:c2
- AI research evidence record anthropic:1-5
- AI research evidence record deepseek:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:1-5
- AI research evidence record grok:0
- AI research evidence record anthropic:10-8
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record google:1.1.6
- AI research evidence record anthropic:1-5
- AI research evidence record anthropic:2-1
- AI research evidence record google:1.1.2
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record google:1.1.1
- AI research evidence record anthropic:23-19
- AI research evidence record anthropic:1-1
- AI research evidence record deepseek:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-5
- AI research evidence record openai:c1
- AI research evidence record anthropic:30-5
- AI research evidence record anthropic:2-3
- AI research evidence record google:1.1.1
- AI research evidence record kimi:c2
- AI research evidence record kimi:c3
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:32-4
- AI research evidence record kimi:c1
- AI research evidence record anthropic:19-2
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:1-5
- AI research evidence record anthropic:10-3
- AI research evidence record anthropic:2-3
- AI research evidence record perplexity:c2
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:19-7
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:30-4
- AI research evidence record anthropic:30-5
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:19-3
- AI research evidence record anthropic:32-4
- AI research evidence record anthropic:2-1
- AI research evidence record anthropic:2-3
- AI research evidence record anthropic:1-5
- AI research evidence record openai:c4
- AI research evidence record anthropic:30-5
Verify this research
Check when the research was run, which platforms were included, and what supports the findings.
- Study date
- September 20, 2026
- Platforms analyzed
- 7
- Source records
- 32
- Ranking mentions
- 3 of 7
- Platform share
- 43%
- Final consensus rank
- #9
Behind the findings
Platforms in this study
- ChatGPT
- Claude
- DeepSeek
- Grok
- Perplexity
- Kimi
- Gemini
Source records
21 independent · 11 company-owned
Evidence support
16 direct · 7 partial
Keep in mind
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Technical verification details
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74137930acde0e8e9fbe834013c33f4f2dd281f9b5a4b40b7cd34c56f1c999e9