Answer Capsule
The Doro Hemma Doorbell is a mixed fit for U.S. older adults who want to see and speak with visitors before opening the door. Two of seven platforms named it during the ranking stage, at an average listed rank of 7.5 and a best rank of 7. Its strongest reason to consider it is a senior-specific design: the Assist Me call-transfer feature, dual microphones, a loud included chime, and no required monthly subscription. The main limitation is that U.S. availability, U.S. pricing, warranty, and support are unconfirmed, and no reviewed source verifies AI person or package detection. Buyers should verify U.S. purchase and support before committing.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (anthropic, perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 7.5 |
| Best listed rank | 7 |
| Relevant product/model/plan | Doro Hemma Doorbell (also listed as Doro Hemma Video Doorbell) with the free Doro Hemma app and included chime |
| Overall use-case fit | Mixed |
| Research date | 2026-09-27 |
Why Doro Hemma Doorbell Qualified for This Study
Questions This Section Answers
- Is Doro Hemma Doorbell a good choice for Front-Door Visitor Screening for an older adult?
- How many AI platforms named Doro Hemma Doorbell in the ranking stage for senior video doorbells?
Doro Hemma Doorbell qualified because two of the seven included platforms named it during ranking discovery, clearing the two-mention minimum, and because its stated design target matches the buyer: older adults who want to see and speak with visitors before opening the door [1]. It was listed at rank 8 by anthropic and rank 7 by perplexity, producing an average listed rank of 7.5 and a best rank of 7. Its final rank in the study was 10.
Qualification is not the same as a strong recommendation. All seven platforms evaluated fit, but only two named the entity in the ranking stage, so the mention count reflects discovery rather than broad consensus. Platform fit ratings ranged from strong to uncertain: grok rated it strong, perplexity rated it good, openai, anthropic, and google rated it mixed, and deepseek and kimi rated it uncertain.
The product's senior orientation is documented in company materials, including an Assist Me function that lets a trusted contact take over a visitor call, dual microphones, and a siren [2]. Independent reviews describe a simple app and clear two-way audio [5]. Those are the reasons it entered the study at all.
The Product, Model, Plan, or Service Most Relevant to Front-Door Visitor Screening
Questions This Section Answers
- Which Doro Hemma Doorbell model or plan should a buyer choose for Front-Door Visitor Screening?
- Does Doro Hemma Doorbell require a subscription plan for live visitor video and two-way talk?
The relevant configuration is the Doro Hemma Doorbell hardware paired with the free Doro Hemma app and the included indoor chime. Platforms described it under slightly different names — "Doro Hemma Doorbell" and "Doro Hemma Video Doorbell" — but the described configuration is consistent: a battery-powered, Wi-Fi doorbell with live video, two-way audio, motion detection, night vision, and local microSD recording, with no required subscription for core features [7].
There is no tiered plan structure to choose from in the reviewed evidence. Multiple sources state there is no required monthly subscription and no monthly fees for core use [10]. Kimi reported that cloud storage is included at no recurring cost (kimi:doro-2), while openai, anthropic, and perplexity describe local microSD storage instead [7]. That is a direct conflict in the evidence and should be resolved with Doro before purchase.
Documented hardware specifications include a 1440p sensor, a 154-degree diagonal field of view, infrared night vision with four IR LEDs, a 7000mAh rechargeable battery charged over USB-C, IP65 weather resistance, and microSD support up to 128GB [8]. Kimi reported 1080p and a 150-degree field of view (kimi:doro-1), which conflicts with the 1440p specification reported elsewhere. Buyers should confirm the current specification for the exact model they intend to order.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree on about Doro Hemma Doorbell for screening visitors at the front door?
- Is Doro Hemma Doorbell really subscription-free for front-door visitor screening?
Agreement was strongest on four points: no required subscription, senior-oriented design, night vision, and simple installation.
On subscription cost, the agreement was effectively unanimous across the platforms that addressed it. Company pages state no subscription cost and no monthly fees [16], and independent reviews repeat the same finding [19]. Grok listed no additional fees and no contract terms [23]. This is the single most consistent finding in the study.
On senior-oriented design, multiple platforms cited the Assist Me function, which lets a senior hand a live visitor call to a trusted relative or caregiver who can then view and speak with the caller [24]. Google also reported an extra-loud plug-in chime rated up to 92dB and dual microphones aimed at hard-of-hearing users [26]. Anthropic described dual microphones with noise suppression for the same purpose [16].
On night vision, company documentation and independent reviews align: infrared night vision with automatic low-light activation and a manual toggle [28]. On installation, platforms agreed the unit is battery-powered and mounts with adhesive or screws without hardwiring or a hub [19].
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Does Doro Hemma Doorbell have person or package detection for front-door visitor screening?
- How long does the Doro Hemma Doorbell battery actually last between charges?
The largest uncertainty is U.S. availability. Every identified retailer and price point in the reviewed evidence is UK or EU based. The official product listing checked was an Ireland page with euro pricing [31], and an independent review stated the product was not available outside the UK at the time of review [32]. Kimi reported that Doro's U.S. site focuses on phones and wearables and that a doorbell search returned no results (kimi:doro-3). Doro's stolen-device service terms are explicitly restricted to the UK and Ireland [33]. No platform found a confirmed U.S. distributor, U.S. price, or U.S. launch date.
Battery life is the second major conflict. Anthropic cited company documentation of up to 6 months of active use and 12 months of standby [34], and perplexity cited the same manual figure [35]. Independent testing contradicts this: one reviewer reported charging roughly weekly or every 10 days [36], and another reported only slight depletion over one or two months [32]. Google reported weekly recharging under typical conditions [37]. The battery is also described as non-removable, meaning eventual device replacement rather than a battery swap [38].
Motion alert performance is mixed. One independent review found motion detection overly sensitive [36], while another reported slow motion-alert reaction time [39]. Anthropic found no documented latency specification at all [38].
Person and package detection is unverified. Reviewed documentation and reviews describe motion detection only, with no confirmed AI person or package classification [36]. Kimi noted Doro mentions "smart detection" without specifying whether it distinguishes people, packages, animals, or vehicles (kimi:doro-1).
Smart-home integration is another gap. Independent testing reported no Apple HomeKit, Google Home, or Amazon Alexa support [36], and anthropic found compatibility unclear from available documentation [38]. Storage also conflicts: kimi reported included cloud storage (kimi:doro-2), while other platforms describe local microSD only [42].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Doro Hemma Doorbell have clear two-way audio and night vision for screening visitors?
- Can a family caregiver take over a Doro Hemma Doorbell visitor call remotely?
Two-way audio is a documented strength. Company materials describe loud, clear communication and dual microphones for hard-of-hearing users [43], and an independent hands-on review found clear audio with minimal conversational delay over Wi-Fi and cellular data [45]. Expert Reviews confirmed the two-way audio feed worked well [46].
Video and night vision are also documented. The unit supports instant video and infrared night vision [47]. Independent reviews reported clear high-resolution video in daylight and good low-light performance [50]. Google noted the 1:1 aspect ratio makes it harder to see packages placed flat on the ground directly beneath the door [52].
App simplicity is a stated design goal with partial independent support. The Doro Hemma app supports live viewing and visitor communication, and independent testing found the interface straightforward [45]. Google described an uncluttered, high-contrast interface with large buttons for answering, transferring, declining, or triggering the siren [53]. Anthropic noted no independent usability testing or accessibility audit data for older adults was found [48].
The Assist Me function is the most distinctive capability for this use case. A senior can transfer a live visitor call to a trusted contact who can then view the video and speak with the visitor, and either party can trigger the siren [54]. Anthropic flagged that the number of trusted contacts, handoff response time, and privacy controls are undocumented [44].
Installation is comparatively simple: adhesive or screw mounting, no hub, no hardwiring, 2.4GHz Wi-Fi only [45]. The app requires Android 7 or later or iOS 14 or later [48], which excludes older phones.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Doro Hemma Doorbell cost, and are there monthly fees or cancellation terms?
- What extra costs should a U.S. buyer expect when importing Doro Hemma Doorbell for front-door screening?
No verified current U.S. price exists in the reviewed evidence. Checked European listings showed £150 in an independent UK review and €169 on an official Ireland listing [58]. Google estimated the £150 figure at roughly $190–$200 USD equivalent, but that is a conversion, not a U.S. retail price [62]. Pricing confidence was rated low by openai, deepseek, perplexity, and kimi, and high by anthropic and grok for the European figures only.
Ongoing cost is the clearest advantage. Multiple sources state there is no required monthly subscription and no monthly fees for core features [59]. No cancellation or termination clauses apply because the model is a one-time purchase [59].
Additional costs to expect include a microSD card for local recording if the buyer wants event history, since the card is not included [59]. If purchased outside the United States, possible shipping, import duty, tax, and regional warranty costs apply [67]. Google also flagged possible plug or voltage adapter costs if the included chime plug is not compatible with U.S. outlets [62].
Contract terms are governed by Doro's general terms and conditions, which specify delivery to mainland UK addresses, a 14-day withdrawal period, and Swedish governing law with exclusive Swedish court jurisdiction (official:C2). Those terms are written for the UK market and do not establish U.S. consumer protections. Return, warranty, replacement-battery, and U.S. support terms remain unclear [67].
Best Suited For
Questions This Section Answers
- Who is Doro Hemma Doorbell best suited for in front-door visitor screening?
- Is Doro Hemma Doorbell worth it for a senior who wants no monthly subscription?
Doro Hemma Doorbell is best suited to older adults who prioritize a simple app, loud chime, clear two-way communication, and remote visitor screening without a monthly fee [68]. It fits homes where subscription-free operation and a supplied indoor chime matter more than advanced smart-home integration [68].
It also fits households where a technically capable relative or installer is available for setup and charging support [68]. The Assist Me function is specifically valuable when a senior wants to hand off a confusing or stressful door interaction to a trusted contact [71].
Buyers in the UK or Ireland are the clearest fit, since that is where the product is documented as sold and supported [69]. Seniors with mild-to-moderate hearing impairment may benefit from the dual microphones and the loud chime [74].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Doro Hemma Doorbell for front-door visitor screening?
- Is Doro Hemma Doorbell a poor fit for a U.S. senior who needs local warranty and support?
U.S. buyers who require confirmed local availability, warranty, and customer support should not choose this product without first verifying import feasibility [77]. No reviewed source confirms a U.S. retailer, U.S. price, or U.S. service channel.
Buyers who need reliable person or package classification, configurable motion zones, or fast motion alerts should look elsewhere [77]. No reviewed source verifies AI person or package detection, and independent testing found motion alerts either overly sensitive or slow.
Homes requiring long battery intervals, wired power, or integration with Alexa, Google Home, or Apple HomeKit are also poor fits [77]. The battery is non-removable and rechargeable, there is no hardwired option, and independent testing reported no major smart-home integrations.
Seniors who live alone without a designated contact to receive Assist Me handoffs lose much of the product's distinctive value [81]. Users with phones older than Android 7 or iOS 14 are also excluded [79].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Doro Hemma Doorbell for a U.S. senior who needs local support?
- When should a buyer choose a different video doorbell instead of Doro Hemma Doorbell for visitor screening?
Choose a widely distributed U.S. model when local warranty, replacement support, and dependable retail availability are essential [82]. Platforms named Ring, Wyze, Logitech Circle, Google Nest, and Eufy as alternatives for U.S. buyers [83].
Choose a model with verified person or package detection and configurable activity zones when reducing false alerts is the priority [82]. Platforms specifically suggested Ring Battery Doorbell Plus or Google Nest Doorbell for verified sub-3-second motion alerts and advanced AI detection (kimi:doro-1).
Choose a wired or long-life battery model when the older adult cannot safely or reliably recharge the doorbell [82]. Choose an ecosystem-compatible model when voice assistants, smart displays, or caregiver automations are required [82]. Choose a model with cloud backup when archival storage matters, since the reviewed evidence points to local microSD storage only [87].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Doro before ordering the Hemma Doorbell for a U.S. household?
- Which Doro Hemma Doorbell specifications should be verified before purchase?
Confirm whether the product can be purchased and supported in the buyer's U.S. state, and what U.S. warranty and return policy apply [89]. Confirm the exact U.S. price, shipping cost, and any import duty [89].
Confirm expected battery life at the buyer's activity level, Wi-Fi strength, temperature, and motion-alert settings, given the conflict between the manual's 6-month figure and independent reports of weekly charging [92].
Confirm whether current firmware provides person detection, package detection, activity zones, or adjustable motion sensitivity [89]. Confirm how quickly motion and ring notifications reach iOS and Android phones [89].
Confirm whether a microSD card is required for recordings, what capacities and formats are supported, and how recordings are deleted or exported [97]. Confirm whether cloud storage is included, since kimi reported it and other platforms describe local storage only [92].
Confirm how many trusted contacts can be added to Assist Me, the handoff response time, and the privacy controls [90]. Confirm whether the current version supports Alexa, Google Home, Apple HomeKit, or smart displays [89]. Confirm whether replacement hardware, batteries, chimes, and mounting parts are available in the United States [89].
Final AI Consensus Verdict
The AI consensus is a mixed fit for Doro Hemma Doorbell in Front-Door Visitor Screening. Two of seven platforms named it in the ranking stage, at an average listed rank of 7.5 and a best listed rank of 7. Platform fit ratings ranged from strong to uncertain, with three platforms calling it mixed and two calling it uncertain.
The strongest reason to consider it is the combination of senior-specific design and subscription-free operation: Assist Me call transfer, dual microphones, a loud included chime, night vision, and no required monthly fee [99]. The main limitation is that U.S. availability, U.S. pricing, warranty, and support are unconfirmed, and no reviewed source verifies AI person or package detection [103].
This is not a confident U.S. recommendation. Buyers should verify availability, support, current pricing, battery performance, and detection capabilities before purchasing. Platform agreement on subscription-free operation does not establish product quality or performance.
How This Review Was Produced
This review was produced from a seven-platform AI fit-research run dated 2026-09-27. Each platform independently evaluated Doro Hemma Doorbell against eight criteria: two-way audio clarity, motion alert speed, package/person detection, night vision, app simplicity, battery life, subscription cost, and installation requirements. Two of the seven platforms named the entity during ranking discovery, which is the basis for the mention count in the Research Snapshot.
Platform fit ratings were recorded as follows: grok strong, perplexity good, openai mixed, anthropic mixed, google mixed, deepseek uncertain, and kimi uncertain. Citations are platform-reported evidence and were not independently verified by the writer stage. Company-owned citations materially outnumber independent citations in the supplied catalog, so company claims are labeled as such and are not described as independently verified.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date. Anthropic reported 2025-01-15 and deepseek reported 2026-06-11, while the run research date is 2026-09-27. These dates are provenance metadata and do not independently prove freshness.
Deepseek ran without search enabled, so its findings are platform-reported rather than retrieved. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. No personal testing, customer experience, or independent verification was performed for this review.
Conflicting product names, pricing, and capabilities were not resolved by guessing. Where sources conflict — battery life, storage model, video resolution, and U.S. availability — the conflict is described and buyers are directed to verify. Missing research was not treated as disagreement.
Explore more home safety guidance in the category directory.
Sources
Company-Owned Sources
- Doro official website: https://www.doro.com/
- Doro Launches New Doro Hemma Doorbell for UK Seniors: https://www.doro.com/en-gb/news/doorbell/
- Doro Hemma Doorbell awarded Secured by Design accreditation: https://www.doro.com/en-gb/news/doro-hemma-doorbell-awarded-secured-by-design-accreditation/
- The Doro Hemma Doorbell - a smart home product promoting independent living: https://www.doro.com/en-gb/press-releases/doro-hemma-doorbell/
- Doro Launches New Doro Hemma Doorbell for UK seniors: https://www.doro.com/en-gb/press-releases/doro-launches-new-doro-hemma-doorbell-for-uk-seniors/
- Doro Hemma Doorbell - Specifications and Product Details: https://www.doro.com/en-gb/shop/smart-devices/doro-hemma/doro-hemma-doorbell
- Stolen device service - Doro: https://www.doro.com/en-gb/support/stolen-device-service/
- Doro Hemma Doorbell - Why Doro: https://www.doro.com/en-gb/why-doro/new-categories/doro-hemma-doorbell/
- Doro Hemma Doorbell: https://www.doro.com/en-ie/shop/smart-devices/doro-hemma/doro-hemma-doorbell/
- Doro Hemma Doorbell Ireland: https://www.doro.com/en-ie/why-doro/new-categories/doro-hemma-doorbell/
- Doro Hemma Doorbell User Manual: https://www.doro.com/globalassets/inriver/resources/manual_doro_hemma_doorbell_en_v10_r21811.pdf
- Doro Hemma Video Doorbell - Doro: https://www.doro.com/products/smart-security/doro-hemma-video-doorbell/
- Doro USA - Cell Phones and Smartphones for Seniors: https://www.doro.com/us/
- Official pricing and terms source: https://www.doro.com/en-gb/terms--conditions/
Additional AI research evidence104 records
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record grok:web:6
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record google:1.2.4
- AI research evidence record google:1.2.6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:0
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c4
- AI research evidence record grok:web:5
- AI research evidence record google:1.2.8
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:6
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c5
- AI research evidence record grok:web:6
- AI research evidence record google:1.2.4
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:6
- AI research evidence record google:1.2.4
- AI research evidence record google:2.1.3
- AI research evidence record google:1.2.6
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record google:1.2.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
Independent Sources
- Doro Hemma on the App Store: https://apps.apple.com/us/app/doro-hemma/id6475735759
- Buy Doro Hemma Senior-Friendly Smart Doorbell Online: https://electrocity.ie/products/doro-hemma-senior-friendly-smart-doorbell-8531
- I'm a smart home tech editor, and these are the best 3 video doorbells with chimes you can buy today: https://tech.yahoo.com/home/articles/im-smart-home-tech-editor-150000480.html
- Doro Hemma WIFI Smart Video Doorbell for Seniors Assist Me Function: https://www.diy.com/departments/doro-hemma-wifi-smart-video-doorbell-for-seniors/7322460085315_BQ.prd
- Doro Hemma Doorbell review: The ideal video doorbell for the vulnerable and elderly: https://www.expertreviews.co.uk/technology/home-security/doro-hemma-review
- Doro Hemma doorbell: A smart doorbell designed with seniors in mind: https://www.irishexaminer.com/lifestyle/technology/arid-41465225.html
- Sie entscheiden, wem Sie die Tür öffnen! mit der neuen Doro Hemma Doorbell: https://www.lite-magazin.de/2024/09/sie-entscheiden-wem-sie-die-tuer-oeffnen-mit-der-neuen-doro-hemma-doorbell/
- Doro launches world's first video doorbell specifically designed for senior users: https://www.t3.com/news/doro-launches-worlds-first-video-doorbell-specifically-designed-for-senior-users
- Doro Hemma Doorbell review: security and safety don't get much simpler than this: https://www.techradar.com/home/home-security/doro-hemma-doorbell-review-the-one-ring-to-rule-them-all-at-this-price
- Doro Hemma Doorbell review: security and safety don't get much simpler than this: https://www.techradar.com/reviews/doro-hemma-doorbell
Additional AI research evidence104 records
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record grok:web:6
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record google:1.2.4
- AI research evidence record google:1.2.6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c6
- AI research evidence record openai:c1
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c4
- AI research evidence record grok:web:0
- AI research evidence record openai:c5
- AI research evidence record openai:c3
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record openai:c5
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c4
- AI research evidence record grok:web:5
- AI research evidence record google:1.2.8
- AI research evidence record google:1.2.5
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:6
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c5
- AI research evidence record grok:web:6
- AI research evidence record google:1.2.4
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record grok:web:6
- AI research evidence record google:1.2.4
- AI research evidence record google:2.1.3
- AI research evidence record google:1.2.6
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record google:1.2.3
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c2
- AI research evidence record anthropic:c2
- AI research evidence record perplexity:c5
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record google:1.1.3
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c4
- AI research evidence record openai:c5
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record google:1.2.3
- AI research evidence record perplexity:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
Verify This Research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 27, 2026
- Platforms analyzed
- 7
- Source records
- 24
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #10
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
10 independent · 14 company-owned
Evidence support
19 direct · 5 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 3fb7d9e5d88f1706acf5e7633d1523b5a3bc02dd1f81ccd6e0769220bbd6f4d7