Answer Capsule
National Ramp is a good-to-strong fit for Residential Wheelchair Accessibility, according to five of seven AI research platforms that evaluated it. The company was named in the ranking stage by 5 of 7 platforms (71.4% share), with an average listed rank of 6.8 and a best rank of 3. The strongest reason to consider National Ramp is its combination of professionally installed modular aluminum ramps (Liberty Series) and low-cost rubber threshold ramps (Approach Series), covering both small interior transitions and full exterior entryways from a single provider. The main limitation is inconsistent public disclosure of product-specific weight ratings, exact slope specifications, and transparent pricing—most full-ramp costs require a custom quote. Buyers should verify weight capacity, ADA compliance details, warranty terms, and local permitting before purchase.
Research Snapshot
| Metric | Value |
|---|---|
| Platform mentions in ranking stage | 5 of 7 platforms |
| Share of included platform responses | 71.4% |
| Average listed rank | 6.8 |
| Best listed rank | 3 (openai) |
| Fit ratings by platform | google: strong; grok: strong; kimi: strong; anthropic: good; deepseek: good; openai: good; perplexity: uncertain |
| Relevant product/model/plan | Approach Series Rubber Threshold Ramp; JOURNEY SERIES fixed-height threshold ramp; Liberty Series solid-surface aluminum modular residential ramp with professional installation; Custom Design Service |
| Overall use-case fit | Good to strong (5 of 7 platforms rated good or better) |
| Research date | 2026-08-13 |
Why National Ramp Qualified for This Study
National Ramp qualified because it was named by at least two AI platforms during the ranking stage for residential wheelchair accessibility products. Five platforms—anthropic, deepseek, google, openai, and perplexity—listed National Ramp among their top recommendations. The company's product lines directly address the category criteria: weight rating, slope gradient/ADA compliance, weather durability, threshold clearance height, and ease of home installation [1].
The Product, Model, Plan, or Service Most Relevant to Residential Wheelchair Accessibility
The most relevant National Ramp offerings for residential wheelchair accessibility are three product lines plus a custom design service:
Approach Series Rubber Threshold Ramp — Available in 0.5-inch, 1-inch, 1.5-inch, and 2-inch heights, with extension kits allowing up to 5 inches total rise [7]. Made of 100% rubber with non-slip traction, weather-resistant for indoor or outdoor use, and installs without adhesives or fasteners [7]. Starting price $52.33 with shipping from $12.00 [7].
JOURNEY SERIES Aluminum Threshold Ramp — Fixed-height aluminum ramp available from 0.5 to 2 inches, with adjustable models extending via legs to 3 or 6 inches [12]. Suitable for small residential rises inside or outside the home [14]. Starting at $96 to $127+ for fixed heights, with adjustable models up to $370+ [13].
Liberty Series Solid-Surface Aluminum Modular Ramp — The most relevant option for permanent exterior entryway access. Features rust-proof, weather-resistant, maintenance-free aluminum with a non-slip solid deck and continuous handrails [15]. Available in modular layouts with platforms, switchbacks, and gates [15]. Includes a 48-inch bariatric configuration for higher weight capacity needs [17]. Company-published installed estimate: approximately $3,500 to $6,000 [15]. Weight capacity claimed up to 1,000 lbs [18].
Custom Design Service — Offers aluminum, wood, or steel options with professional installation for nonstandard layouts [20].
What the AI Platforms Agreed About
Strong agreement: National Ramp is a viable residential accessibility provider. Five of seven platforms rated National Ramp as "good" or "strong" for this use case. Only perplexity rated it "uncertain," citing insufficient verified specifications in its source set [22].
Strong agreement: The Approach Series covers common threshold heights. Multiple platforms confirmed the rubber threshold ramp handles 0.5 to 2 inches standard, expandable to 5 inches with extension kits [23]. The JOURNEY SERIES aluminum threshold extends to 6 inches with adjustable legs [27].
Strong agreement: Weather durability is a documented strength. The Liberty Series is described as rust-proof, weather-resistant, maintenance-free aluminum with non-slip solid decking [29]. The Approach Series rubber is weather-resistant for indoor or outdoor use [23]. Steel options feature galvanized construction with powder-coated finish [34].
Strong agreement: Professional installation is a core service. National Ramp offers dealer-certified professional installation, with company claims of installation within 24 hours after quote processing for most models [35]. Modular systems are described as installable in a few hours without concrete footers or major construction [38].
Majority agreement: ADA compliance is claimed but not independently verified. National Ramp states its products meet or exceed ADA standards including the 1:12 slope rule and 36-inch minimum clear width [40]. The U.S. Access Board identifies 1:12 as the maximum running slope for ADA ramps [42]. However, these are company claims; no platform found a project-specific compliance certificate or as-installed measurement.
Majority agreement: Weight capacity is a concern. Google and grok reported up to 1,000 lbs capacity for modular aluminum ramps [31]. However, openai, anthropic, deepseek, and kimi all noted that specific numerical weight ratings are not consistently published across product lines [29].
Where the AI Platforms Disagreed or Were Uncertain
Fit rating disagreement. Google, grok, and kimi rated National Ramp "strong"; anthropic, deepseek, and openai rated it "good"; perplexity rated it "uncertain" (fit_ratings_by_platform). The primary driver of disagreement was the availability of verified technical specifications.
Weight capacity conflict. Google reported "weight capacities up to 1,000 lbs" for Liberty Series and Journey Series [46]. Grok similarly claimed 1,000 lb capacity with lifetime warranty [48]. However, openai stated "a numerical weight rating for the recommended exact configurations was not found" [49], and anthropic noted "specific weight capacity ratings not consistently published" [50]. This conflict should be resolved by requesting the rated capacity for the exact configuration before purchase.
Pricing transparency disagreement. Google reported relatively specific pricing: Approach/Celebration Series starting at $62 to $90+, Journey Series at $96 to $127+, and Liberty Series starting at $450 per section with complete installed systems from $1,200 to $3,500+ [46]. Openai reported an Approach Series starting price of $52.33 and Liberty installed estimates of $3,500 to $6,000 [52]. Anthropic reported $130 to $225 per linear foot installed [53]. Deepseek and perplexity found no public pricing at all [54]. These discrepancies reflect different source sets and should be treated as estimates, not guaranteed prices.
Threshold ramp ADA compliance uncertainty. Deepseek noted that ADA compliance is claimed for custom ramps but not explicitly stated for threshold ramps [54]. Anthropic flagged that a 2017 independent study found only 2 of 7 tested threshold ramps fully met standards, though National Ramp products were not specifically tested in that study.
Rental program coverage. Kimi was the only platform to identify National Ramp's rental program, reporting rental costs of $20 to $45 per foot with monthly fees, and noting that renting becomes more costly than purchasing after 6 to 9 months [56]. Other platforms did not mention rental options.
Use-Case-Specific Features and Capabilities
Threshold Clearance Height
The Approach Series handles 0.5 to 2 inches standard, expandable to 5 inches with extension kits [57]. The JOURNEY SERIES aluminum threshold handles 0.5 to 2 inches fixed, up to 3 or 6 inches adjustable [60]. For higher rises, modular or custom systems are required [57].
Slope Gradient and ADA Compliance
National Ramp states its ramps meet or exceed ADA standards including the 1:12 slope rule (one inch rise per 12 inches of ramp length) and 36-inch minimum clear width [62]. The U.S. Access Board confirms 1:12 as the maximum running slope for ADA ramps, with requirements for landings, width, handrails, and slip-resistant surfaces [64]. Google noted National Ramp recommends a maximum 1:8 slope for specific assisted or motorized residential situations if space is constrained [65]. Residential applicability and local permitting should be verified for each property [64].
Weather Durability
The Liberty Series is rust-proof, weather-resistant, maintenance-free aluminum with a non-slip solid deck [66]. The Approach Series rubber is weather-resistant and suitable for indoor or outdoor use [57]. Steel mesh ramps feature galvanized construction with powder-coated finish [70]. Aluminum can be powder-coated in custom colors [71].
Weight Rating
Google and grok report up to 1,000 lbs capacity for modular aluminum ramps [68]. The Liberty Series is available in a 48-inch bariatric configuration for higher weight capacity needs [73]. However, specific numerical ratings are not consistently published across all product lines, and buyers should verify the rated capacity for their exact configuration [66].
Ease of Home Installation
The Approach Series installs without adhesives or fasteners, preventing scratches and residue marks [75]. Modular aluminum systems are described as installable in a few hours by professional installers without concrete footers or major construction [76]. National Ramp claims 24-hour installation after quote processing for most models [78]. Professional installation is standard; DIY-friendly assembly details are limited in public documentation [76].
Pricing, Fees, Contracts, and Ongoing Costs
Pricing is primarily quote-based, with moderate-to-low confidence across platforms. Known published costs include:
| Item | Published Cost | Source |
|---|---|---|
| Approach Series starting price | $52.33 | [80] |
| Approach Series shipping | From $12.00 | [80] |
| Approach/Celebration Series (google-reported) | $62 to $90+, up to $1,126+ for large kits | [81] |
| Journey Series (google-reported) | $96 to $127+ fixed; $370+ adjustable | [82] |
| Liberty Series installed estimate | Approximately $3,500 to $6,000 | [83] |
| General aluminum ramp estimate | $130 to $225 per linear foot installed | [84] |
| Example: 17-foot ramp with platform | Approximately $3,600 | [84] |
| Liberty Series material configurations | Starting at $450 per section | [87] |
| Complete installed modular systems (google-reported) | $1,200 to $3,500+ | [87] |
| Rental pricing | $20 to $45 per foot plus monthly fees | [88] |
Additional fees may include installation, site preparation, local contractor costs, platforms, landings, customization, accessories, taxes, freight charges, transition plates, handrails, extension kits, and custom color powder-coating [84]. The exact allocation of shipping, dealer labor, permits, and site preparation is unclear until a written quote is provided [84].
Contract and warranty terms: The Liberty Series aluminum ramps come with a lifetime warranty [89]. A 100% satisfaction guarantee is mentioned, but specific return and cancellation policies are not detailed in public sources. The warranty is void if installation does not follow National Ramp specifications [90]. Rental agreements have minimum terms that vary by dealer [88].
Pricing conflicts to note: Google's reported pricing differs from openai's and anthropic's figures. Google reports complete installed modular systems from $1,200 to $3,500+ [87], while openai reports Liberty installed estimates of $3,500 to $6,000 [83]. These are broad estimates, not guaranteed prices, and actual quotes will vary by rise, length, landings, terrain, and installation [84].
Best Suited For
National Ramp is best suited for:
- Homeowners needing a professionally configured, permanent or semi-permanent exterior ramp — The Liberty Series offers modular aluminum construction with continuous handrails, non-slip surfaces, and weather resistance [91].
- Caregivers needing rapid residential installation — Company claims indicate installation within 24 hours after quote processing for most models [93].
- Interior or exterior door thresholds up to approximately 2 inches — The Approach Series covers 0.5 to 2 inches standard, expandable to 5 inches [95].
- Homes needing modular layouts, platforms, switchbacks, or custom colors — The Liberty Series and Custom Design Service support complex entryways [91].
- Heavy-duty power wheelchairs and bariatric users — Weight capacity up to 1,000 lbs claimed, with a 48-inch bariatric configuration available [99].
- Temporary needs via rental — Rental program with professional installation and removal included [101].
Probably Not Best Suited For
National Ramp is probably not best suited for:
- Buyers requiring a clearly published product-specific weight rating before requesting a quote — Numerical capacities are not consistently documented [102].
- Budget-conscious buyers seeking the lowest-cost DIY full-length ramp — Pricing is mid-to-premium tier at $130 to $225 per foot installed [105].
- Very small temporary access needs — Portable ramp alternatives may cost $50 to $500 and offer more flexibility.
- Projects where exact permit, engineering, or local-code documentation must be confirmed before purchase — ADA compliance is company-claimed, not independently certified [106].
- Renters or temporary situations — Modular systems require initial investment; portable ramps may avoid landlord conflicts.
- DIY installation on a tight budget — Modular system warranties require professional installation [108].
When Another Option May Be Better
Consider alternatives when:
- Budget is the primary constraint — Portable threshold ramps ($50 to $250) or competitor modular systems may offer lower per-foot costs.
- Temporary or short-term access is needed — Portable or folding ramp options ($100 to $500) are more cost-effective.
- Immediate same-day access is needed — The 24-hour processing window may not meet emergency timelines.
- Space is severely limited — Porch lifts ($4,000 to $7,000) may occupy less footprint than switchback ramps.
- Aesthetic match to period architecture is critical — Wood custom ramps ($2,600 to $13,000) may better match older homes.
- The buyer needs a vendor with clearly published slope, width, load, and threshold-height specs before ordering — Perplexity noted this as a limitation.
- The buyer needs confirmed transparent pricing or a standardized off-the-shelf solution — National Ramp's quote-based model adds friction.
Questions to Verify Before Buying
- What is the maximum combined user, wheelchair, scooter, caregiver, and carried-load weight for the exact ramp configuration?
- What exact running slope, cross slope, width, landing dimensions, edge protection, and handrail configuration will be installed?
- Does the proposed installation meet applicable state, county, municipal, HOA, landlord, or building-code requirements?
- Is a permit required at the property, and who is responsible for obtaining it?
- What is included in the written quote: ramp sections, platforms, handrails, footings or pads, anchors, site preparation, delivery, installation, taxes, and removal of an old ramp?
- What are the exact threshold height, width, doorway clearance, and top/bottom transition requirements for the Approach Series?
- What surfaces and weather conditions are covered by the warranty, and what exclusions apply?
- What are the return, cancellation, refund, and change-order terms after measurement or fabrication?
- Is professional installation performed by National Ramp, a dealer, or an independent contractor, and who handles post-installation service?
- Can the dealer provide a dimensioned layout and written confirmation of the installed ramp's rated capacity before payment?
- Is the Liberty Series bariatric 48-inch option available for your configuration, and at what additional cost?
- What is the timeline from quote approval to actual installation in your geographic area?
- Are transition plates, handrails, and anti-slip mats included in per-foot pricing, or are they separate add-ons?
- For rentals: what is the minimum rental term and exact monthly fee for your location?
Final AI Consensus Verdict
National Ramp is a good-to-strong fit for residential wheelchair accessibility, with 5 of 7 evaluating platforms rating it "good" or better. The company's strongest offerings are the Approach Series rubber threshold ramps for small transitions (0.5 to 2 inches, expandable to 5 inches) and the Liberty Series solid-surface aluminum modular ramps for permanent exterior entryways. Professional installation, weather-resistant materials, and a claimed 1,000 lb weight capacity on modular lines are notable strengths.
The fit is reduced by quote-based pricing, inconsistent public disclosure of product-specific weight ratings, and company-claimed (rather than independently verified) ADA compliance. Buyers should not proceed without confirming the exact weight rating, slope and landing design, total installed price, warranty terms, and local permitting requirements for their specific configuration.
For a broader comparison of top-ranked accessibility products, see the Residential Wheelchair Accessibility consensus index. You can also explore other options in the home safety category directory.
How This Review Was Produced
This review was produced by aggregating fit-research responses from seven AI platforms (anthropic, deepseek, google, grok, kimi, openai, perplexity) that evaluated National Ramp for residential wheelchair accessibility. Each platform assessed the company against category criteria including weight rating, slope gradient/ADA compliance, weather durability, threshold clearance height, and ease of home installation. Platform responses were compiled on the authoritative research date of 2026-08-13. The entity ranking statistics reflect which platforms named National Ramp during the ranking discovery stage (5 of 7 platforms), while fit ratings reflect each platform's assessment of suitability for this specific use case.
Methodology Limitations
- Company-owned sources materially outnumber independent sources. Of 25 deduplicated sources, 15 are company-owned (homeaccess.nationalramp.com, nationalramp.com) and 10 are independent. Company claims about ADA compliance, installation speed, and durability should not be treated as independently verified.
- Platform-reported research dates differ. Deepseek's response is dated 2026-02-05, while the authoritative run date is 2026-08-13. This discrepancy is disclosed as provenance metadata and does not independently prove freshness.
- The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
- Conflicting product names, pricing, and capabilities were not resolved by guessing. Where platforms disagreed (e.g., weight capacity, pricing ranges), the conflict is described and buyers are directed to verify.
- AI-platform agreement does not prove product quality. The consensus reflects what the platforms found in their source sets, not independent testing or customer experience.
- No personal testing, customer experience, medical benefit, or guaranteed performance is claimed.
- Pricing confidence varies by platform. Google reported "high" confidence, openai and anthropic reported "moderate," deepseek, grok, and perplexity reported "low," and kimi reported "moderate." Actual quotes should be obtained before purchase.
Sources
Company-Owned Sources
- Wheelchair Ramps for Homes | National Ramp: https://homeaccess.nationalramp.com/
- Ramp Safety Accessories by National Ramp: https://homeaccess.nationalramp.com/accessories/
- Customized Rubber Threshold Ramps for Safe Mobility: https://homeaccess.nationalramp.com/approach-series/
- Adjustable Aluminum Door Ramp | Portable & Easy to Use: https://homeaccess.nationalramp.com/journey-series/
- Liberty Series – Solid Aluminum Modular Ramps by National Ramp: https://homeaccess.nationalramp.com/liberty-series/
- ADA Wheelchair Ramps for Homes | Metal, Wood & Aluminum Options: https://homeaccess.nationalramp.com/our-ramps/
- Threshold Ramps for Doorways & Wheelchairs | National Ramp: https://homeaccess.nationalramp.com/our-ramps/buy-rubber-threshold-ramps-online/
- Customized Rubber Threshold Ramps for Safe Mobility: https://homeaccess.nationalramp.com/our-ramps/rubber-threshold-ramps/
- Aluminum ADA Ramps for Homes | National Ramp Liberty Series: https://homeaccess.nationalramp.com/our-ramps/solid-aluminum-ramps/
- Steel Wheelchair Ramps for Homes | ADA Compliant Metal Ramps: https://homeaccess.nationalramp.com/our-ramps/steel-mesh-ramp/
- Pricing | National Ramp: https://homeaccess.nationalramp.com/pricing/
- ADA Ramp Requirements & Residential Code | National Ramp: https://homeaccess.nationalramp.com/resource/education/ada-ramp-guidelines/
- National Ramp Threshold Ramps Product Page: https://homeaccess.nationalramp.com/threshold-ramps/
- Wheelchair Ramp Rentals for Homes | National Ramp: https://homeaccess.nationalramp.com/wheelchair-ramp-rentals-for-homes/
- National Ramp: Wheelchair Ramps: https://nationalramp.com/
Additional AI research evidence108 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record google:c3
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record anthropic:c6
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c10
- AI research evidence record google:c1
- AI research evidence record grok:c3
- AI research evidence record anthropic:c20
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record grok:c1
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record google:c1
- AI research evidence record google:c4
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record anthropic:c23
- AI research evidence record anthropic:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record grok:c3
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record google:c1
- AI research evidence record google:c3
- AI research evidence record grok:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c10
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c18
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record google:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record google:c1
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c21
- AI research evidence record grok:c3
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record openai:c1
- AI research evidence record google:c6
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c19
- AI research evidence record google:c1
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c16
- AI research evidence record google:c8
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c20
- AI research evidence record anthropic:c21
- AI research evidence record google:c1
- AI research evidence record anthropic:c10
- AI research evidence record kimi:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c18
- AI research evidence record openai:c4
- AI research evidence record anthropic:c1
- AI research evidence record google:c8
Independent Sources
- PATHWAY® 3G Modular Access System Kit: https://ezaccess.com/products/pathway-3g-modular-access-system-kit
- National Ramp - Approach Series Rubber Threshold Ramp for Wheelchairs: https://reliableramps.com/products/national-ramp-approach-series-rubber-threshold-ramp-app-05-00
- How Much Does a Wheelchair Ramp Cost? | Wheelchair Ramp Pricing Guide | 101 Mobility: https://www.101mobility.com/pricing/wheelchair-ramp-pricing/
- Chapter 4: Ramps and Curb Ramps: https://www.access-board.gov/ada/guides/chapter-4-ramps-and-curb-ramps/
- Wheelchair Ramps for Homes & Businesses - Access Elevator, Inc: https://www.accesselevator.com/ramps/
- Solid Aluminum Wheelchair Ramps by National Ramp - Access Elevator, Inc: https://www.accesselevator.com/ramps/modular-residential-ramps/solid-aluminum-wheelchair-ramps/
- Solid Aluminum Wheelchair Ramps by National Ramp: https://www.allaboutaccess.com/product/solid-aluminum-wheelchair-ramps/
- NATIONAL RAMP LIBERTY SERIES INSTALLATION MANUAL: https://www.manualslib.com/manual/2443195/National-Ramp-Liberty-Series.html
- LIBERTY SERIES™ - Rehabmart.com: https://www.rehabmart.com/pdfs/liberty_manual.pdf
- National Ramp Aluminum Threshold Journey: https://www.rehabmart.com/product/national-ramp-aluminum-threshold-journey-48702.html
Additional AI research evidence108 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c4
- AI research evidence record google:c1
- AI research evidence record google:c3
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record anthropic:c6
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c10
- AI research evidence record google:c1
- AI research evidence record grok:c3
- AI research evidence record anthropic:c20
- AI research evidence record openai:c4
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record grok:c1
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record google:c1
- AI research evidence record google:c4
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record anthropic:c23
- AI research evidence record anthropic:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record grok:c3
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record google:c1
- AI research evidence record google:c3
- AI research evidence record grok:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c10
- AI research evidence record google:c6
- AI research evidence record openai:c1
- AI research evidence record anthropic:c18
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record google:c6
- AI research evidence record anthropic:c5
- AI research evidence record google:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record openai:c3
- AI research evidence record google:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record google:c1
- AI research evidence record anthropic:c7
- AI research evidence record anthropic:c9
- AI research evidence record anthropic:c21
- AI research evidence record grok:c3
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c12
- AI research evidence record anthropic:c11
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record openai:c1
- AI research evidence record google:c6
- AI research evidence record google:c3
- AI research evidence record openai:c2
- AI research evidence record openai:c5
- AI research evidence record anthropic:c18
- AI research evidence record anthropic:c19
- AI research evidence record google:c1
- AI research evidence record kimi:c1
- AI research evidence record anthropic:c16
- AI research evidence record google:c8
- AI research evidence record openai:c2
- AI research evidence record anthropic:c8
- AI research evidence record anthropic:c13
- AI research evidence record anthropic:c22
- AI research evidence record openai:c1
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c20
- AI research evidence record anthropic:c21
- AI research evidence record google:c1
- AI research evidence record anthropic:c10
- AI research evidence record kimi:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c10
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c18
- AI research evidence record openai:c4
- AI research evidence record anthropic:c1
- AI research evidence record google:c8
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- Aug 13, 2026
- Platforms analyzed
- 7
- Source records
- 25
- Ranking mentions
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #2
Research trail and source mix
Platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
10 independent · 15 company-owned
Evidence support
23 direct · 2 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 3de2996a818c4050467b73ab436463add2e19557a8dd81ce42e5b304a57644bb
