AI Consensus Fit Review

KOHLER Walk-In Bath for Compact Space & Small Bathrooms: AI Consensus Fit Review

KOHLER Walk-In Bath is a good fit for many compact-bathroom retrofits, but not a guaranteed one.

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Answer Capsule

KOHLER Walk-In Bath is a good fit for many compact-bathroom retrofits, but not a guaranteed one. Two of seven platforms named it during the ranking stage — a 28.6% share of included platform responses — at an average listed rank of 2.0. Its strongest compact-space advantage is a customizable footprint starting at roughly 52 in. × 28 in. with an inward-swinging door and a 3-inch threshold. The main limitation is verification: exact door-swing clearance, measured fill and drain times, and total installed price are not publicly fixed, and independent evidence for real-world compact-bathroom fit was not located. Buyers should confirm dimensions, plumbing, and the written quote before signing.

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 included platforms (anthropic, perplexity)
Share of included platform responses28.6%
Average listed rank2.0
Best listed rank2
Relevant product/model/planKOHLER Walk-In Bath compact configuration, customizable approximately 52–60 in. long × 28–32 in. wide
Overall use-case fitGood (openai, anthropic, perplexity); Strong (grok, google); Mixed (deepseek, kimi)
Research date2026-09-24

Why KOHLER Walk-In Bath Qualified for This Study

Questions This Section Answers

  • Is KOHLER Walk-In Bath a good choice for Compact Space & Small Bathrooms?
  • How many AI platforms named KOHLER Walk-In Bath when ranking walk-in tubs for small bathrooms?

KOHLER Walk-In Bath qualified because it was named by two of the seven included platforms during ranking discovery and because every included platform evaluated it as a fit candidate for compact bathrooms. The two platforms that named it in the ranking stage placed it at rank 2 (anthropic) and rank 2 (perplexity), producing an average listed rank of 2.0 and a best listed rank of 2. Its share of included platform responses was 28.6%.

Qualification was not based on a single platform's opinion. All seven platforms returned a fit assessment for this use case, and their ratings ranged from strong to mixed: grok and google rated it strong, openai, anthropic, and perplexity rated it good, and deepseek and kimi rated it mixed. That spread is itself a finding — the product is broadly considered relevant to compact bathrooms, but the strength of that fit is contested.

The ranking-stage mention count is separate from the fit-assessment count. A platform can evaluate fit without naming the entity during ranking discovery, so the 28.6% share understates how many platforms actually examined the product for this use case.

The Product, Model, Plan, or Service Most Relevant to Compact Space & Small Bathrooms

Questions This Section Answers

  • Which KOHLER Walk-In Bath configuration should a buyer choose for a small bathroom?
  • What are the exterior dimensions of the KOHLER Walk-In Bath compact configuration?

The relevant configuration is the KOHLER Walk-In Bath compact model, which KOHLER customizes to the existing tub space. KOHLER states the bath is designed for the footprint of a standard bathtub and can be customized to the existing tub space [1]. KOHLER also states that all its walk-in baths are customized to fit the size, width, and length of the current tub [3].

Published dimensions are consistent across platforms. The smallest published exterior frame is 52 in. long × 28 in. wide × 39 in. high, with configurations extending up to 60 in. long × 32 in. wide [4]. KOHLER's dimensions page labels a 52 in. × 28 in. option as a small walk-in tub for compact bathrooms [6].

Interior specifications are also published: a 21.5-inch seat width, 17-inch seat height, 31.5-inch bathing depth, and a 17.25-inch door width [4]. The step-in threshold is 3 inches [8].

One conflict matters for buyers. KOHLER's public materials describe a customizable 52–60 in. length and 28–32 in. width, while a specification sheet presents 52 × 28 in. as the base frame and up-to-60 × 32 in. as the expanded range [4]. The exact configuration available at a specific address should be confirmed rather than assumed.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about KOHLER Walk-In Bath for small bathrooms?
  • Does KOHLER Walk-In Bath fit a standard tub footprint?

Agreement was strong on dimensions, threshold, and door orientation. Six of seven platforms described the customizable 52–60 in. length and 28–32 in. width range, and the same range appears in KOHLER-owned materials cited by openai, anthropic, grok, perplexity, and google [11].

Platforms agreed the bath is designed to fit a traditional tub footprint. KOHLER states the bath commonly fits a traditional 60-inch by 30–32-inch tub footprint [14], and KOHLER says the bath fits the footprint of a traditional tub and can be customized in length and width [15].

Platforms agreed on the 3-inch threshold. KOHLER publishes a 3-inch step-in threshold [17], and anthropic reported KOHLER describing it as the lowest of any walk-in tub on the market (anthropic:2-2). Independent sources repeated the 3-inch figure [20].

Platforms agreed the door swings inward. KOHLER states the door opens inward to optimize bathroom space [17], and google reported the inward-swing door allows the tub to fit in tight layouts without external swinging clearance [21]. Grok reported an inward-opening extra-wide door with a 17.25-inch opening that does not affect overall exterior size (grok:0, grok:4).

Platforms agreed installation is dealer-performed and can be fast. KOHLER describes dealer installation, removal of the old tub or shower, cleanup, and installation in as little as one day [22], and independent sources repeat the one-day expectation (anthropic:26-12).

Agreement among platforms does not establish product quality. These are largely KOHLER-owned claims repeated across platforms, and the sources checked were primarily KOHLER-owned materials [14].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • How much does KOHLER Walk-In Bath cost, and why do AI platforms disagree on price?
  • What is uncertain about KOHLER Walk-In Bath fill and drain times for small bathrooms?

Fit ratings diverged. Grok and google rated the fit strong; openai, anthropic, and perplexity rated it good; deepseek and kimi rated it mixed. The disagreement centers on how much of the compact-space case rests on unverified claims.

Pricing produced the widest spread. KOHLER does not publish an exact product-specific installed price and requires a customized quote [23]. Reported ranges vary materially by source: $5,500–$33,000+ [23], $7,500–$28,000 (grok:11, grok:12, grok:13), $8,000–$20,000+ [27], $4,000–$12,000 plus installation (anthropic:17-1), and $15,000–$25,000 (kimi). One source reported Kohler walk-in tub prices starting at $2,000 (anthropic:12-1), while another reported a base tub unit of $3,900–$9,500 (grok). These figures conflict and none is a KOHLER-published fixed price.

Fill and drain speed was uncertain. KOHLER markets fast fill and Fast-Drain technology but its FAQ states fill times vary with the home's water-pipe capacity and flow rate [23]. Grok reported fill of 6–8 minutes and drain of just over 2 minutes (grok:6), while anthropic reported a general industry range of 10–20 minutes per fill-drain cycle and noted KOHLER provides no quantified specification (anthropic:35-10). Perplexity found no verified fill or drain speed in its reviewed sources [29]. These are platform-reported figures, not independently verified measurements.

Door-swing clearance was uncertain. KOHLER publishes door width and overall dimensions but not a verified clearance requirement for opening the door in narrow bathrooms [32]. Anthropic noted KOHLER does not publish specific door width measurements or required clearance space (anthropic:6-11, anthropic:7-10, anthropic:7-13). Kimi estimated a functional footprint of roughly 67–72 inches in the door-swing direction, but labeled this an estimate based on industry-standard clearances rather than a published KOHLER specification (kimi).

Wheelchair accessibility was contested. Independent sources state KOHLER lacks wheelchair access [34], while KOHLER materials do not explicitly address wheelchair capability (anthropic). Kimi noted the inward door requires the user to step in and maneuver around it (kimi).

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Which KOHLER Walk-In Bath features matter most in a small bathroom?
  • Does the KOHLER Walk-In Bath inward-swinging door save space in a narrow bathroom?

The compact-space case rests on four published features: a customizable footprint, an inward-swinging door, a 3-inch threshold, and a 21.5-inch seat.

Exterior dimensions and footprint. The published compact exterior frame is 52 in. long × 28 in. wide × 39 in. high, extending to 60 in. × 32 in. [35]. KOHLER states the bath is designed for the footprint of a standard bathtub [37]. The smallest published width is still 28 inches before accounting for wall tolerances, trim, plumbing, and surrounding maneuvering space (openai).

Door swing clearance. The door swings inward, which avoids requiring exterior door-swing clearance and is intended to fit within a traditional tub footprint [38]. KOHLER publishes a 17.25-inch door width and offers left- and right-sided orientations [38]. No complete minimum-clearance drawing for the bathroom, bathroom door, toilet, or caregiver maneuvering zone was located [41].

Seat width. The published interior seat size is 21.5 inches wide by 17 inches high [37]. KOHLER describes the seat as extra-wide, but no independent usability or transfer assessment was found (openai). Kimi noted that exact interior seat width for bariatric or lateral-transfer planning is not publicly specified (kimi).

Step-in threshold. KOHLER publishes a 3-inch step-in threshold [39]. The threshold does not by itself establish suitability for every user with mobility limitations (openai). Kimi noted the threshold is fixed and cannot be reduced for ultra-low step-in needs (kimi).

Fill and drain speed. KOHLER markets fast fill and Fast-Drain technology, but no guaranteed duration was located [37]. Users must remain in the bath until water has drained sufficiently to open the inward-sealing door (openai).

Total installed price. KOHLER does not publish an exact product-specific installed price [37]. Its general guide lists $5,500–$33,000+ as a broad total range for walk-in tubs, accessories, and installation, and separately describes typical installation costs of $2,500–$8,000 [37]. These are guide ranges, not a guaranteed KOHLER quote.

Water-heater and plumbing requirements. KOHLER's price guidance states walk-in baths require more water than traditional tubs and that manufacturers commonly recommend a 50-plus-gallon water tank [37]. Google reported the tub is designed for a standard 50-gallon capacity but aged heaters may struggle (google).

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does KOHLER Walk-In Bath cost installed, and is the price fixed?
  • What fees and financing terms apply to a KOHLER Walk-In Bath purchase?

Pricing is quote-only and not publicly fixed. KOHLER directs buyers to request a quote rather than publishing a list price for walk-in baths [46]. KOHLER states its customized estimate can include the bath, installation, demolition of the existing bath or shower, additional accessories, delivery, and disposal, while noting labor depends on home conditions [48].

Reported installed ranges conflict across sources. The table below preserves each platform-reported figure without resolving the conflict.

Source typeReported rangeCitation
KOHLER general guide$5,500–$33,000+ total; $2,500–$8,000 installation component[49]
Independent review$5,500–$33,000 including installation, wall surrounds, accessories(anthropic:10-1)
Independent review$7,500–$28,000 installed(grok:11, grok:12, grok:13)
Independent review$8,000–$20,000+ fully installed[50]
Independent review$4,000–$12,000 plus installation(anthropic:17-1)
Independent review$15,000–$25,000 total installed(kimi)
Independent reviewStarting at $2,000 for basic tub before installation(anthropic:12-1)
Independent reviewBase tub unit $3,900–$9,500(grok)

Additional fees may apply. Exact accessory pricing is not publicly listed in the sources checked (openai). Potential property-specific plumbing, electrical, structural, access, or water-heater work may increase the quote (openai, grok). Bath walls and surrounds such as LuxStone are optional upgrades (anthropic). Permit fees vary by jurisdiction (kimi).

Contract and warranty terms require written confirmation. KOHLER states the quote includes selected customization, delivery, installation, and disposal and describes a price promise with no surprise fees; the enforceable scope should be confirmed in the written dealer contract [48]. Independent sources describe a Price Promise guaranteeing the quoted price for one year (anthropic:21-16), while grok reported the Price Promise locks the quote for 90 days to 1 year (grok). No standardized public cancellation or return terms were verified (anthropic, perplexity, deepseek).

Warranty coverage is stated but not fully detailed. KOHLER states that qualifying KOHLER Belay Walk-in Bath installations by an authorized dealer receive Lifetime Limited Warranty coverage during the original consumer's ownership of the home [51]. Independent sources repeat a lifetime limited warranty covering defects in material and workmanship if installed by a certified installer (anthropic:27-1). Detailed exclusions, labor scope, transferability, and dealer service obligations remain unclear from the checked excerpts (openai).

Financing is offered. KOHLER's site lists a financing offer of no interest for 12 months and states financing is provided through GreenSky consumer loan programs (official:C1). Interest rates, fees, term length, and promotional conditions beyond the advertised offer were not specified in the sources checked (openai). One customer review reported 0% for 18 months (anthropic). The official offer page states the offer ends September 30, 2026, is for participating dealers only, and is not available in AK, HI, Nassau Cty, Suffolk Cty, Westchester Cty, or City of Buffalo, NY (official:C1).

Best Suited For

Questions This Section Answers

  • Who is KOHLER Walk-In Bath best suited for in a small bathroom retrofit?
  • Is KOHLER Walk-In Bath worth it for replacing a standard tub in a narrow alcove?

KOHLER Walk-In Bath is best suited to buyers replacing a standard alcove tub who can accommodate at least the published 52-inch by 28-inch footprint and have adequate internal and surrounding maneuvering space (openai). The strongest fit cases reported across platforms:

  • Standard-tub alcoves with approximately 52–60 inches of length and 28–32 inches of width available (openai).
  • Homeowners or caregivers prioritizing a low step-in, seated bathing, grab bars, and a replacement that can use the existing tub footprint (openai).
  • Buyers who want a turnkey dealer-installed remodel rather than sourcing a tub and contractor separately (openai).
  • Homeowners with small-to-standard bathrooms (28–32 inches wide) seeking premium customization and low step-in threshold (anthropic).
  • Seniors or caregivers seeking one of the lowest entry thresholds on the market (google).
  • Buyers who prioritize a branded, service-supported walk-in bathing installation over lowest price (deepseek).

The recurring qualifier is space. Every platform that rated the fit positively still conditioned it on the buyer having bathtub-scale floor space and confirming clearance on site.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose KOHLER Walk-In Bath for a small bathroom?
  • Is KOHLER Walk-In Bath suitable for wheelchair users or ultra-narrow bathrooms?

KOHLER Walk-In Bath is probably not the best choice for buyers whose binding constraint is space below the published minimum, wheelchair transfer, or a fixed budget. Reported exclusions:

  • Bathrooms narrower than the published 28-inch minimum tub width or layouts without adequate maneuvering space around the tub (openai).
  • Users who need a precise wheelchair-transfer layout, outward-opening door, or a fully accessible roll-in shower (openai).
  • Buyers requiring a published exact total installed price, guaranteed fill/drain time, or independently verified small-bathroom performance (openai).
  • Buyers with ultra-compact bathrooms narrower than 28 inches or exceptionally tight door swing clearance constraints (anthropic).
  • Cost-conscious buyers with fixed budgets under $5,000 (anthropic, google).
  • Homeowners seeking wheelchair-accessible solutions, since independent sources state the product lacks full wheelchair access [52].
  • Buyers preferring to lie down fully during bathing, since the design is sitting-focused (anthropic).
  • Bathrooms under 50 inches in any dimension, powder rooms or half-baths being converted, renters, and layouts where door swing conflicts with existing fixtures (kimi).

The wheelchair limitation is the most consistently reported exclusion. Independent sources state KOHLER lacks outward-swinging wheelchair-accessible tubs [52], and KOHLER materials do not explicitly address wheelchair capability (anthropic).

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to KOHLER Walk-In Bath for an ultra-narrow bathroom?
  • When is a walk-in shower or shower conversion better than KOHLER Walk-In Bath?

Another option may be better in five situations reported across platforms.

When the footprint is below 28 inches wide. A narrower or corner-specific model may be preferable if the available footprint is below 28 inches wide or if the toilet and bathroom entry create severe conflicts (openai). Independent sources note American Standard's Gelcoat Entry Series and Boca's petite and narrow models are built specifically for compact spaces (anthropic:31-1). Smaller-footprint walk-in tubs typically offer less legroom and fewer jet options than standard-size tubs (anthropic:31-2).

When wheelchair transfer or rapid exit is the priority. A low-threshold or roll-in shower is preferable when the user needs wheelchair transfer, rapid exit, or no wait inside the bathing area while draining (openai). A conventional shower with a fold-down seat may be preferable where bathing access and maneuvering space matter more than soaking depth (openai).

When budget is the binding constraint. Independent sources note walk-in tubs are not ideal if you have a small bathroom or a tight budget (anthropic:28-1). Lower-cost alternatives reported include curbless or zero-threshold shower conversions at $2,000–$5,000, grab bars, bath lifts, or transfer benches (anthropic).

When published performance data is decision-critical. A competing walk-in tub may be preferable if it provides a published outward-opening door, smaller verified footprint, transparent pricing, or independently documented fill and drain times (openai).

When minimal disruption matters. Pre-fabricated shower kits or conversion kits may be faster or simpler when the existing tub space is non-standard and a quick retrofit without major structural work is the priority (anthropic). Tub-cut conversions that preserve the existing tub footprint are another reported option (kimi).

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with KOHLER Walk-In Bath before signing a contract?
  • What measurements and plumbing checks should happen before ordering a KOHLER Walk-In Bath?

Verify these items in writing before committing. The list consolidates questions reported across platforms.

  1. What are the exact exterior dimensions, finished-wall dimensions, and required installation tolerances for the selected 52-inch or other compact configuration? (openai)
  2. What minimum clearances are required for the inward door, bathroom entry door, toilet, vanity, and caregiver maneuvering? (openai, perplexity)
  3. Which door side and wall configuration best fit the existing drain, fixtures, and available approach space? (openai)
  4. What are the measured fill and drain times at this home's water pressure, pipe size, drain configuration, and water-heater capacity? (openai, perplexity)
  5. Will the existing water heater supply the required volume and temperature without an upgrade, and if not, what is the written upgrade cost? (openai, google)
  6. What is the complete installed price, including demolition, disposal, wall panels, accessories, plumbing, electrical work, permits, taxes, travel, and possible change orders? (openai, perplexity)
  7. Which features are included in the quoted compact configuration, and which are optional-cost items? (openai)
  8. What are the written warranty exclusions, labor coverage, service response process, and remedy if the authorized dealer is no longer operating? (openai)
  9. What are the dealer's cancellation, financing, deposit, change-order, and completion terms? (openai, perplexity)
  10. Can the intended user sit, enter, exit, and receive caregiver assistance safely in the proposed layout before the contract is signed? (openai)
  11. Can the unit be installed through the existing doorway and hallway without structural changes? (perplexity)
  12. Does the local dealer or service network cover the buyer's ZIP code? (deepseek)

Final AI Consensus Verdict

The consensus is a qualified good fit, not a strong one. Five of seven platforms rated KOHLER Walk-In Bath good or strong for Compact Space & Small Bathrooms, while two rated it mixed. Two of seven platforms named it during ranking discovery at an average listed rank of 2.0.

The strongest reason to consider it is dimensional: a customizable 52–60 in. × 28–32 in. footprint designed to replace a standard tub, an inward-swinging door that avoids exterior swing clearance, a 3-inch threshold, and a 21.5-inch seat [53].

The main limitation is verification. Exact door-swing clearance, measured fill and drain times, and total installed price are not publicly fixed, and independent evidence for actual compact-bathroom fit, service experience, or customer outcomes was not located (openai). Reported installed prices conflict across sources, ranging from a $2,000 starting figure to $33,000+ [56].

Buyers with a standard-tub alcove, adequate maneuvering space, and a willingness to verify dimensions, plumbing, and the written quote on site are the best candidates. Buyers below the 28-inch minimum width, needing wheelchair transfer, or requiring a fixed published price should evaluate alternatives first.

How This Review Was Produced

This review evaluates KOHLER Walk-In Bath only for the Compact Space & Small Bathrooms use case. It is not a broad company review. Seven AI platforms were configured for the study, and all seven returned a fit assessment for this use case. Two platforms named KOHLER Walk-In Bath during ranking discovery.

The research date is 2026-09-24. Platform-reported research dates were 2026-09-24 for anthropic, google, grok, kimi, openai, and perplexity, and 2026-01-29 for deepseek. Platform-reported dates are provenance metadata and do not independently prove freshness.

Fit ratings by platform were: strong (grok, google), good (openai, anthropic, perplexity), and mixed (deepseek, kimi). Citations in this review are platform-reported evidence, not independently verified facts. Claims drawn from KOHLER-owned pages are labeled as company-owned evidence; claims from review sites, directories, and journalism are labeled independent. Where a platform supplied no citation for a factual claim, the claim is labeled platform-reported or unverified.

This review is part of a broader comparison of Compact Space & Small Bathrooms options. Related coverage of the wider category is available in the walk in tubs directory.

Methodology Limitations

Several limitations apply to this review.

  • Platform-reported research dates differ from the authoritative run date of 2026-09-24. Deepseek reported a research date of 2026-01-29, roughly eight months earlier. Platform-reported dates do not independently prove freshness.
  • Platform mentions count only platforms that named the entity during ranking discovery. All seven included platforms evaluated fit, but only two named KOHLER Walk-In Bath during ranking, so the 28.6% share understates how many platforms examined the product.
  • 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. No-search model claims require explicit verification before being described as current facts. Deepseek reported search_enabled as false.
  • Conflicting product names, pricing, and capabilities were not resolved by guessing. Reported conflicts are described, and buyers are directed to verify.
  • The sources checked were primarily KOHLER-owned materials. Independent evidence for actual compact-bathroom fit, service experience, or customer outcomes was not located.
  • KOHLER uses terms such as fast fill and Fast-Drain, but the checked sources do not provide guaranteed durations.
  • The warranty is described as lifetime limited, but detailed exclusions, labor scope, transferability, and dealer service obligations remain unclear from the checked excerpts.
  • Agreement among AI platforms does not establish product quality. Much of the dimensional agreement traces back to KOHLER-owned materials repeated across platforms.

Sources

Company-Owned Sources

Independent Sources

Other Sources

  • Kohler Walk-In Bath Price & Parts FAQ: What Emergency Calls Taught a Contractor: https://www.kohlertech.com/blog/kohler-walkin-bath-price-amp-parts-faq-what-emergency-calls-taught-a-216.html
  • Additional AI research evidence56 records
    1. AI research evidence record openai:c1
    2. AI research evidence record openai:c2
    3. AI research evidence record perplexity:c9
    4. AI research evidence record openai:c4
    5. AI research evidence record perplexity:c4
    6. AI research evidence record perplexity:c10
    7. AI research evidence record perplexity:c1
    8. AI research evidence record openai:c3
    9. AI research evidence record perplexity:c12
    10. AI research evidence record google:1.1.4
    11. AI research evidence record openai:c4
    12. AI research evidence record perplexity:c4
    13. AI research evidence record google:1.2.9
    14. AI research evidence record openai:c1
    15. AI research evidence record perplexity:c2
    16. AI research evidence record perplexity:c9
    17. AI research evidence record openai:c3
    18. AI research evidence record perplexity:c12
    19. AI research evidence record google:1.1.4
    20. AI research evidence record perplexity:c13
    21. AI research evidence record google:2.2.1
    22. AI research evidence record openai:c5
    23. AI research evidence record openai:c1
    24. AI research evidence record deepseek:c1
    25. AI research evidence record perplexity:c2
    26. AI research evidence record perplexity:c14
    27. AI research evidence record google:2.1.3
    28. AI research evidence record openai:c4
    29. AI research evidence record perplexity:c6
    30. AI research evidence record perplexity:c7
    31. AI research evidence record perplexity:c8
    32. AI research evidence record perplexity:c1
    33. AI research evidence record perplexity:c4
    34. AI research evidence record google:1.1.8
    35. AI research evidence record openai:c4
    36. AI research evidence record perplexity:c4
    37. AI research evidence record openai:c1
    38. AI research evidence record openai:c2
    39. AI research evidence record openai:c3
    40. AI research evidence record google:2.2.1
    41. AI research evidence record perplexity:c1
    42. AI research evidence record perplexity:c12
    43. AI research evidence record google:1.1.4
    44. AI research evidence record deepseek:c1
    45. AI research evidence record perplexity:c2
    46. AI research evidence record deepseek:c1
    47. AI research evidence record perplexity:c2
    48. AI research evidence record openai:c6
    49. AI research evidence record openai:c1
    50. AI research evidence record google:2.1.3
    51. AI research evidence record openai:c7
    52. AI research evidence record google:1.1.8
    53. AI research evidence record openai:c4
    54. AI research evidence record perplexity:c4
    55. AI research evidence record openai:c3
    56. AI research evidence record openai:c1

Verify This Research

Review the study details behind this page or download the public machine-readable verification record.

Study date
September 24, 2026
Platforms analyzed
7
Source records
43
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#8

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

23 independent · 19 company-owned · 1 unclear

Evidence support

30 direct · 13 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 535c286f25a199b7a7e16625dfe8388c393d3d3bfdd4555dd22960f66aaa6735