Answer Capsule
Principal Financial Group is a mixed fit for life insurance in high-risk occupations. Two of the seven platforms named Principal during the ranking stage, and it finished ninth overall with an average listed rank of 4.5. The strongest reason to consider it is that Principal explicitly underwrites occupation, offers term and permanent coverage, and runs a Risk Upgrade Program that can reduce or remove occupational flat extras [1]. The main limitation is that no public source establishes occupation-specific acceptance rules, flat-extra schedules, or price competitiveness for commercial fishing, logging, mining, offshore work, or hazardous construction [3].
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (kimi, openai) |
| Share of included platform responses | 28.6% |
| Average listed rank | 4.5 |
| Best listed rank | 4 (kimi) |
| Relevant product/model/plan | Principal Accelerated UnderwritingSM-eligible Principal Term or permanent life insurance, with traditional underwriting when accelerated underwriting is unavailable or unsuitable; Principal Term includes 10-, 15-, 20-, and 30-year options |
| Overall use-case fit | Mixed |
| Research date | 2026-09-22 |
Why Principal Financial Group Qualified for This Study
Questions This Section Answers
- Is Principal Financial Group a good choice for life insurance for high-risk occupations?
- Why did only two of seven AI platforms name Principal Financial Group for hazardous occupations?
Principal qualified because two platforms named it during ranking discovery and it cleared the study's two-mention threshold. Kimi ranked it fourth and OpenAI ranked it fifth, producing an average listed rank of 4.5 and a final rank of ninth across the field [5].
The qualification rests on documented underwriting mechanics rather than proven occupational specialization. Principal states that individual cases are underwritten using occupation, financial history, and medical history, and that pricing varies by occupational classification, coverage type and amount, features, medical history, and possible ratings or exclusions [6]. Principal Term is available in 10-, 15-, 20-, and 30-year durations with conversion potential [7].
Principal also operates the Risk Upgrade Program (PRUP), which can potentially upgrade an applicant with a single Table 2 rating or a non-medical flat extra of $2.50 per $1,000 — such as an occupational hazard rating — to Standard, subject to age 20–65 and face amounts of $100,000 to $5,000,000 [8]. Healthy Lifestyle Credits can reduce a substandard rating by up to two tables or remove a flat extra of up to $5.00 per $1,000 [10].
Five platforms evaluated Principal's fit but did not name it in the ranking stage. That gap matters: qualification reflects a threshold, not broad platform endorsement.
The Product, Model, Plan, or Service Most Relevant to Life Insurance for High-Risk Occupations
Questions This Section Answers
- Which Principal Financial Group product should a buyer in a high-risk occupation apply for?
- Does Principal Financial Group's Accelerated UnderwritingSM work for hazardous occupations, or is traditional underwriting required?
The most relevant offering is Principal Accelerated UnderwritingSM-eligible term or permanent life insurance, with traditional underwriting when accelerated underwriting is unavailable or unsuitable. Principal Term includes 10-, 15-, 20-, and 30-year options [11].
Accelerated underwriting is the headline feature but rarely the operative path for hazardous work. Principal reports the program can avoid labs and medical exams for qualifying applicants, is available across products, may support coverage up to $3 million, and can approve in as little as 24 hours [12]. One platform reported age-tiered limits of $3 million for ages 18–40 and $2 million for ages 41–60 for Preferred and Super Preferred classes [15].
The eligibility screen is where high-risk occupations collide with the fast path. One independent review states the accelerated checklist includes a criterion of "no travel to hazardous locations," without defining whether that refers to primary employment or secondary travel [17]. Another platform reported that high-risk occupations and risks rated with a flat extra are typically excluded from automated accelerated programs and must proceed to traditional manual underwriting [18]. Principal's own underwriting materials state that Super Standard, Preferred, and Super Preferred categories require the applicant not to be ratable for occupational hazards [19].
For a commercial fisher, logger, miner, or offshore worker, the practical product is therefore a traditionally underwritten Principal Term or permanent policy, potentially with a flat extra that PRUP or Healthy Lifestyle Credits may partially offset.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree on about Principal Financial Group for high-risk occupation life insurance?
- Does Principal Financial Group publish occupation-specific underwriting rules for hazardous jobs?
Platforms agreed on four points, though the agreement is strongest on limitations rather than strengths.
First, Principal offers both term and permanent life insurance relevant to this use case. Principal Term carries 10-, 15-, 20-, and 30-year durations with conversion potential [20], and independent reviews list term, indexed universal life, variable universal life, and survivorship universal life, but not whole life [21].
Second, occupation is an explicit underwriting and pricing input. Principal states that pricing varies by occupational classification and that cases are underwritten using occupation, financial history, and medical history [22].
Third, no platform located a public, occupation-by-occupation underwriting guide. OpenAI, DeepSeek, Perplexity, and Grok each reported that public materials do not specify acceptance rules, flat extras, exclusions, or outcomes for commercial fishing, logging, mining, offshore work, or hazardous construction [22].
Fourth, accelerated underwriting is not a reliable path for hazardous occupations. Multiple platforms reported that occupational risk cases typically route to traditional underwriting [26].
Financial strength drew broad agreement. Principal holds A.M. Best A+ (Superior), S&P A+, Fitch AA-, and Moody's A1 ratings, with an NAIC complaint index of 0.26 — roughly 74% fewer complaints than expected for its size [28]. Principal's own ratings page confirms high financial-strength ratings from major agencies [30].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Do AI platforms disagree about whether Principal Financial Group still sells individual life insurance to consumers?
- Is Principal Financial Group price-competitive for high-risk occupations compared with other carriers?
The sharpest disagreement concerns market access. One platform concluded that Principal stopped selling individual life insurance to consumers in June 2021 and now serves only business owners, key employees, and employer groups, rating the carrier a weak fit for independent workers [31]. Another platform described a 2021 strategic pivot that scaled back individual retail life insurance toward employer-sponsored benefits, business owners, and institutional segments, while noting individual products remain available [33]. The remaining platforms treated individual term and permanent coverage as available subject to underwriting [34].
This conflict is material and unresolved in the supplied evidence. A buyer cannot determine from these sources alone whether they can apply directly or must go through an employer group arrangement or a business-owner context.
Fit ratings diverged accordingly. Kimi rated Principal a good fit, citing broker-reported underwriting flexibility for trades and offshore roles [37]. OpenAI, DeepSeek, Google, Grok, and Perplexity rated it mixed. Anthropic rated it weak. No platform rated it strong.
Pricing transparency is a second unresolved area. No platform found a published occupation-specific premium table or flat-extra schedule. One platform reported industry flat extras of roughly $2.50–$7.50 per $1,000 of coverage with substantial carrier variation [38]; another reported a typical range of $2.50–$10.00 per $1,000 [39]. Neither figure is a Principal quote.
Accelerated underwriting face-amount limits also conflict across sources, with one platform noting caps cited as up to $1 million in some contexts and higher in others [40].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- What underwriting features does Principal Financial Group offer that help applicants with occupational flat extras?
- Can Principal Financial Group reduce or remove an occupational flat extra premium?
Principal's most distinctive use-case features are its rating-reduction programs. PRUP can potentially upgrade a single Table 2 rating or a non-medical flat extra of $2.50 per $1,000 to Standard for applicants meeting age and face-amount guidelines who are otherwise healthy [42]. Healthy Lifestyle Credits can reduce a substandard rating by up to two tables or remove a flat extra of up to $5.00 per $1,000 [44]. PRUP excludes automated accelerated underwriting cases [43].
Traditional underwriting remains available as a fallback when accelerated criteria are not met, and can include medical exams, blood and urine profiles, and medical records review [45]. One platform reported that Principal underwrites occupational risks including aviation and hazardous sports, with specific duties determining the rating rather than blanket declines for listed hazardous professions [47].
Product breadth supports different buyer needs. Term coverage suits income replacement; permanent options include indexed universal life, variable universal life, and survivorship universal life [49]. Minimum coverage amounts reported are $200,000 for term, $50,000–$100,000 for universal life, and $250,000 for survivorship universal life [50]. One platform reported that Principal's products tend to work best at higher face amounts of $1 million or more, with smaller policies potentially finding better rates elsewhere [51].
Group coverage is a separate path. Principal offers employer-paid and voluntary group life, with limitations and exclusions applying [52]. One platform reported group term up to $1 million and voluntary term up to $500,000 [53], and another reported guaranteed-issue term up to $5 million without individual medical exam for eligible groups of business owners and key employees, typically requiring at least 10 participants [54].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Principal Financial Group cost per month for a high-risk occupation applicant?
- What fees, flat extras, or cancellation terms should a high-risk occupation buyer expect from Principal Financial Group?
No consumer-specific premium quote or public occupational-risk rate table was found by any platform. Pricing confidence is low across all seven responses.
Principal states that pricing varies by age, occupational classification, coverage type and amount, features, medical history, and possible ratings or exclusions [55]. A May 1, 2026 term reprice applies to new-issue Principal Term policies in approved states, adding a rate band at $3 million and above, with South Dakota excluded from the announced approval scope [56].
Known cost components reported across platforms include the base premium, potential occupational or medical extra ratings, potentially higher premiums if traditional underwriting is required, and permanent-policy insurance charges and contract expenses [55]. One platform reported banded term rates at $200,000 and $1 million thresholds, with rate cards not publicly available and requiring broker quotes [58].
Contract terms to review include the free-look period, which varies by state; lapse on nonpayment; conversion rights and deadlines for Principal Term; and any occupational, aviation, hazardous-activity, or foreign-travel exclusions [59]. One platform reported a standard 10-to-30-day free-look period and no penalty fees for canceling standard term policies, though permanent policies may carry surrender charges [61].
Best Suited For
Questions This Section Answers
- Who is Principal Financial Group best suited for in a high-risk occupation?
- Is Principal Financial Group a good fit for business owners in hazardous trades?
Principal is best suited for applicants whose occupational risk is acceptable under normal underwriting rules and who want term coverage with conversion potential [62]. It also fits applicants who may qualify for accelerated underwriting despite occupation, and those willing to complete full traditional underwriting if needed [63].
Business owners in hazardous occupations needing key-person coverage, buy-sell funding, or executive benefits are a documented fit, given Principal's business-oriented product suite and rating-reduction programs [65]. Groups of high-risk workers with at least 10 participants seeking guaranteed-issue coverage up to $5 million without medical exam are another reported fit [66].
Applicants with mild occupational risks carrying a flat extra of $2.50 per $1,000 who may qualify for a Standard upgrade under PRUP, or those seeking to offset a flat extra up to $5.00 per $1,000 using Healthy Lifestyle Credits, are the clearest use-case matches [65].
Buyers who want a mainstream, highly rated carrier and are willing to work through an independent broker who can compare occupational underwriting decisions also fit [68].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Principal Financial Group for life insurance in a high-risk occupation?
- Is Principal Financial Group a poor choice for buyers who need guaranteed-issue coverage?
Principal is probably not best suited for applicants needing publicly confirmed coverage terms or price schedules for a specific hazardous occupation [70]. It is also a poor fit for applicants whose work involves unusually high exposure — frequent offshore or aviation activity, extreme heights, explosives, or similar risks that may trigger adverse classification [70].
Buyers seeking guaranteed acceptance or simplified issue specifically because traditional underwriting may be difficult should look elsewhere. Principal's accelerated program is not a guaranteed-issue pathway [73]. Consumers seeking guaranteed no-exam coverage for very high-risk occupations, or those prioritizing carriers with specialized high-risk flat-extra programs, are also poorly matched [75].
Small-coverage buyers face structural headwinds. One platform reported that Principal's banded rates and minimum thresholds favor higher face amounts, and that workers seeking smaller policies may face higher per-unit costs [76]. Another reported that simple individual policies can be less competitively priced than those from consumer-first carriers following the 2021 retail pivot [78].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Principal Financial Group for a buyer whose occupation is heavily rated or declined?
- When should a high-risk occupation buyer choose a specialty carrier over Principal Financial Group?
Another option may be better in five situations.
When the buyer needs documented experience with the exact occupation and transparent flat-extra or exclusion treatment, an independent broker's multi-carrier comparison is more useful than a single Principal quote [79].
When the occupation is specifically excluded or heavily rated by Principal, or when the buyer needs guaranteed-issue or simplified-issue coverage, a specialty carrier is the better path [81].
When the buyer wants a carrier that publicly markets to high-risk occupations and publishes occupation guidelines, Principal does not match that profile [82].
When the buyer needs coverage quickly and cannot complete traditional underwriting, Principal's accelerated pathway is unlikely to help [84].
When the employer does not offer Principal group coverage, evaluating other carriers through employer benefits or pursuing an individual application through specialty brokers serving hazardous occupations is more practical [86].
For buyers comparing across the full field, the Life Insurance for High-Risk Occupations consensus index ranks carriers side by side. Buyers who want to understand how occupational risk fits into the broader life insurance market can review the category directory.
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Principal Financial Group before signing a high-risk occupation policy?
- Which underwriting outcomes should a high-risk occupation applicant verify in writing?
Confirm the applicant's exact job title, duties, worksite, height exposure, equipment, travel, offshore time, diving, explosives, aviation, or seasonal work will be accepted [88].
Confirm whether Principal will apply a flat extra premium, table rating, exclusion, postponement, or decline for the exact occupation, and request the specific rate per $1,000 [88].
Confirm whether the applicant qualifies for Accelerated UnderwritingSM, and if not, what exams, labs, attending-physician statements, or occupational questionnaires are required [90].
Confirm whether the proposed policy covers death during work activities without an occupation-specific exclusion, and whether aviation, foreign travel, hazardous recreation, military, or offshore exclusions apply [88].
Confirm PRUP and Healthy Lifestyle Credits eligibility, including whether the case is excluded because it went through automated accelerated underwriting [89].
Confirm the conversion period, conversion products, deadlines, and pricing basis for Principal Term, and which legal entity issues the policy in the buyer's state [95].
Confirm whether individual applications are currently accepted for the buyer's situation, given the reported 2021 retail market shift [96].
Final AI Consensus Verdict
Principal Financial Group is a mixed fit for life insurance in high-risk occupations. Two of seven platforms named it in ranking, it averaged rank 4.5, and it finished ninth. Five platforms rated the fit mixed, one rated it good, and one rated it weak.
The case for Principal rests on explicit occupational underwriting, term and permanent product breadth, PRUP and Healthy Lifestyle Credits that can reduce occupational flat extras, and strong financial-strength ratings [98]. The case against rests on the absence of any public occupation-specific underwriting guide, unresolved conflict about whether individual consumer applications remain available, and no verified price competitiveness for commercial fishing, logging, mining, offshore work, or hazardous construction [98].
Platform agreement here reflects shared uncertainty, not proven product quality. Buyers should obtain an occupation-specific quote and written confirmation of ratings, exclusions, and coverage during work activities before committing.
How This Review Was Produced
This review used the supplied platform fit-research responses for Principal Financial Group under the topic "Best Life Insurance for High-Risk Occupations." Seven platforms contributed fit assessments: OpenAI, Anthropic, DeepSeek, Google, Grok, Kimi, and Perplexity. Two of those platforms — Kimi and OpenAI — named Principal during the ranking stage, which is the basis for the platform mention count and share figures.
Ranking statistics, fit ratings, product identifications, pricing summaries, and verification questions were taken from the supplied platform outputs. Company-owned sources were distinguished from independent sources in the Sources section. No personal testing, customer experience, or independent verification was performed.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-22. Six platforms reported 2026-09-23; DeepSeek reported 2026-06-10. These dates are provenance metadata and do not independently prove freshness.
DeepSeek's response was produced with search disabled, so its claims require explicit verification before being treated as current facts. All platform outputs carry a verification status of platform-reported, not independently verified.
The supplied URLs were collected from platform responses and were not independently validated. Citations are platform-reported evidence, not independently verified facts.
Material conflicts were not resolved by guessing. The disagreement about whether Principal still sells individual life insurance to consumers is preserved as reported. Conflicting accelerated underwriting face-amount limits are preserved as reported. No public occupation-specific pricing, flat-extra schedule, or acceptance list was located by any platform, so no such figures appear in this review.
Product availability, rates, underwriting rules, and state approvals can change. Final terms may vary by state, issuing insurer, product version, face amount, medical history, duties, travel, safety practices, and recreational activities.
Sources
Company-Owned Sources
- Speed through the underwriting process: https://assets.ctfassets.net/egakl9jfw3lg/2BpKcJrdLCGec2WAuGw242/2be58fe7b76afde243cf9e50c5fe035a/Principal_UW_Checklist.pdf
- Life Insurance for High-Risk Occupations: https://fidelitylife.com/life-insurance-basics/life-insurance-101/life-insurance-for-high-risk-occupations/
- Principal Financial Group investor filing: https://investors.principal.com/static-files/bdb33a12-56eb-4b49-be4a-f2c31c031bcb
- Principal Financial Group underwriting and pricing disclosure: https://investors.principal.com/static-files/cabc6ed5-26a2-480f-b0e1-2fb2f719925d
- Principal Financial Group - Ratings: https://www.principal.com/about-us/ratings
- Enhanced Principal® Accelerated Underwriting | Principal: https://www.principal.com/finpro/enhanced-accelerated-underwriting
- Life insurance: The next generation of Accelerated Underwriting: https://www.principal.com/finpro/financial-professional-news/life-insurance-next-generation-accelerated-underwriting
- Principal Term reprice: https://www.principal.com/finpro/financial-professional-news/principal-term-reprice
- Group Life: https://www.principal.com/finpro/group-life
- Principal Term: https://www.principal.com/finpro/life-insurance/principal-term
- Life Insurance - Principal: https://www.principal.com/life-insurance
- Underwriting that's fast, easy, and just right: https://www.principal.com/underwriting
- Official pricing and terms source: https://www.principal.com/
Additional AI research evidence103 records
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.5
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:3
- AI research evidence record grok:7
- AI research evidence record anthropic:c5
- AI research evidence record google:1.2.2
- AI research evidence record google:2.3.1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c12
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:4.1.2
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c2
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record kimi:diversifiedquotes_highrisk
- AI research evidence record google:1.2.1
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c3
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c3
- AI research evidence record grok:0
- AI research evidence record grok:5
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c14
- AI research evidence record openai:c7
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c7
- AI research evidence record openai:c3
- AI research evidence record openai:c6
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:c7
- AI research evidence record google:3.3.5
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c3
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record google:2.3.1
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c4
- AI research evidence record grok:0
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c14
- AI research evidence record google:4.1.2
- AI research evidence record openai:c3
- AI research evidence record kimi:diversifiedquotes_highrisk
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record google:1.2.1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record deepseek:c1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:4.1.2
- AI research evidence record openai:c3
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c1
- AI research evidence record google:4.1.2
Independent Sources
- Insurance Topics: Accelerated Underwriting: https://content.naic.org/insurance-topics/accelerated-underwriting
- carrier underwriting table shave and health credits programs: https://nfgbrokerage.com/documents/Shave_and_Credits_Grid.pdf
- Principal Financial Life Insurance Review 2026: Ratings & Products: https://ogletreefinancial.com/blog/principal-life-insurance-company-review/
- Principal UW.PFL: https://pinneyinsurance.com/images/underwriting/Principal%20UW.PFL.pdf
- Principal Life UW Guide: https://pinneyinsurance.com/underwriting-docs/Principal-Life-UW-Guide.pdf
- Principal Financial Life Insurance Review: 2026 Pros, Cons, and Alternatives - RatesChaser: https://rateschaser.com/life-insurance/reviews/principal-financial-life-insurance-review/
- Life Insurance for High-Risk Jobs: Blue-Collar Trades Complete Guide: https://shieldpath.org/blog/life-insurance-for-high-risk-jobs-blue-collar-trades-guide
- Life Insurance for High Risk Jobs: 2026 Complete Guide: https://trustmypolicy.com/life-insurance-for-high-risk-jobs/
- Is Principal a Good Insurance Company? | Pros, Cons & Rates: https://www.diversifiedins.com/is-principal-a-good-insurance-company/
- Life Insurance for High Risk Occupations: https://www.diversifiedquotes.com/life-insurance-for-high-risk-occupations/
- Principal Life Insurance Review (2026): Pros, Cons & Ratings: https://www.ethos.com/life-insurance/principal-life-insurance-review/
- Principal Accelerated Underwriting: https://www.fmiagent.com/wp-content/uploads/2025-01-17_Principal_Accelerated_Underwriting_11-2024.pdf
- Principal Financial Life Insurance Review 2026: What Changed: https://www.insuranceandestates.com/principal-financial-group-life-insurance-review/
- The Principal Accelerated Underwriting Process – Life Insurance: https://www.insuringincome.com/principal-accelerated-underwriting-life-insurance/
- Nationwide Life Underwriting Guide: https://www.nationwide.com/underwriting-guide
- The Best No-Exam Life Insurance: https://www.wsj.com/buyside/personal-finance/life-insurance/best-no-exam-life-insurance-companies
- Principal Life Insurance Review 2025: Coverage, Cost & Insights: https://www.wsj.com/buyside/personal-finance/life-insurance/principal-life-insurance-review
Additional AI research evidence103 records
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.5
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c3
- AI research evidence record openai:c1
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:3
- AI research evidence record grok:7
- AI research evidence record anthropic:c5
- AI research evidence record google:1.2.2
- AI research evidence record google:2.3.1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c12
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c2
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:4.1.2
- AI research evidence record openai:c1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c2
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record kimi:diversifiedquotes_highrisk
- AI research evidence record google:1.2.1
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c3
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record anthropic:c8
- AI research evidence record perplexity:c3
- AI research evidence record grok:0
- AI research evidence record grok:5
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c14
- AI research evidence record openai:c7
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c7
- AI research evidence record openai:c3
- AI research evidence record openai:c6
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c11
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:c7
- AI research evidence record google:3.3.5
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c3
- AI research evidence record openai:c3
- AI research evidence record deepseek:c1
- AI research evidence record google:2.3.1
- AI research evidence record kimi:trustmypolicy_2026
- AI research evidence record openai:c4
- AI research evidence record grok:0
- AI research evidence record anthropic:c11
- AI research evidence record anthropic:c14
- AI research evidence record google:4.1.2
- AI research evidence record openai:c3
- AI research evidence record kimi:diversifiedquotes_highrisk
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.2
- AI research evidence record anthropic:c5
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record google:1.2.1
- AI research evidence record openai:c4
- AI research evidence record anthropic:c8
- AI research evidence record deepseek:c1
- AI research evidence record google:3.3.4
- AI research evidence record google:3.3.5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:4.1.2
- AI research evidence record openai:c3
- AI research evidence record google:1.2.1
- AI research evidence record google:3.3.5
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c1
- AI research evidence record google:4.1.2
Verify this research
Check when the research was run, which platforms were included, and what supports the findings.
- Study date
- September 22, 2026
- Platforms analyzed
- 7
- Source records
- 30
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #9
Behind the findings
Platforms in this study
- ChatGPT
- Claude
- DeepSeek
- Grok
- Perplexity
- Kimi
- Gemini
Source records
17 independent · 13 company-owned
Evidence support
23 direct · 6 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
Use this SHA-256 fingerprint to identify the source snapshot associated with this study.
8f9ec5c026793e89bf47ac2f21da07189b3b92ca5cdf9f54865914b13fbdf77a