1. Overview
● Product Category: AR Glasses (Augmented Reality Glasses)
● Audit Target: ChatGPT
● Audit Mode: Explicit Query
● Number of Attributes: 6 attributes (Visual Clarity, Comfort, Spatial Interaction, Ecosystem Compatibility, Content & App Support, Battery Life)
● Number of Questions: 12 (2 per attribute: Ranking × 1 + Recommendation × 1)
● Sampling Rounds: 1 round
● Total Observations: 12 AI responses
● Audit Node: United States (US)
● Auditor: Striver S.
● Audit Date: 2026-05-26
2. Table of Contents
3. Audit Environment Description
4. Audit Scope and Boundaries
5. Methodology Overview
6. Indicator Definitions
7. Question Framework
8. Raw Evidence Mapping
9. Data Processing and Normalization
10. Quantitative Indicator Summary
11. Attribute-Level Analysis
12. Comparative Analysis of Ranking and Recommendation
13. Cross-Attribute Analysis
14. Stability and Confidence
15. Global Aggregation
16. Key Findings
17. Limitations
18. Appendix
3. Audit Environment Description
● Region: United States
● Network Type: Static Residential IP
● Access Method: Front-end User Interface (non-API)
● Login Status: Standard user session
● Language Environment: English
● Audit Time: 2026-05-26
4. Audit Scope and Boundaries
The scope of this report is: The brand recommendation and ranking output behavior of ChatGPT in AR glasses brand-related queries, covering 12 query responses under 6 core attribute dimensions.
This report does not include the following:
● Real hardware performance evaluation of AR glasses products
● Market sales data or market share statistics
● User actual usage experience research
● Analysis of brand business strategies or marketing behaviors
This report only reflects the AI output behavior of ChatGPT under specific query conditions. All conclusions are based on traceable conversation records and do not represent an evaluation of any brand's product quality or purchase recommendations.
5. Methodology Overview
This audit adopts an attribute-driven methodology, decomposing the core evaluation dimensions of AR glasses into 6 independent attributes. For each attribute, one Ranking question and one Recommendation question are designed, totaling 12 queries.
Single-attribute questioning rule: Each question focuses only on a single attribute dimension, without mixing other evaluation factors, to ensure that the AI's brand ranking or recommendation behavior can be attributed to a specific attribute.
Ranking + Recommendation dual-track structure: Ranking questions require the AI to rank brands, while Recommendation questions require the AI to recommend a brand under a specific need scenario. The output results of the two types of questions are counted separately and compared.
Multi-round sampling mechanism: This audit sampled only one round, so stability analysis is limited. See Section 14 for details.
6. Indicator Definitions
Brand Mention Frequency (BMF): The total number of times a brand is mentioned in all responses. Multiple mentions of the same brand within the same response are counted as once; cumulative across responses. This report has 12 responses, so the maximum BMF is 12.
Top-1 Presence: The ratio of the number of responses where a brand appears in the first position (or as the top recommendation) to the total number of responses. The numerator is the number of responses where the brand got Top-1, and the denominator is the total number of relevant questions (6 Ranking questions, 6 Recommendation questions, or combined 12).
Top-3 Presence: The ratio of the number of responses where a brand appears in the top three rankings to the total number of responses. Applicable for analysis of Ranking questions.
Recommendation Rate: The proportion of times a brand is explicitly recommended (as the first choice or tied recommendation) in Recommendation questions. The numerator is the number of times the brand is explicitly recommended in the 6 Recommendation questions, and the denominator is 6.
Ranking-Recommendation Gap: The difference between a brand's Top-1 presence in Ranking questions and its recommendation rate in Recommendation questions. A positive value indicates the brand performs better in rankings than in recommendations, and a negative value indicates it performs better in recommendations than in rankings.
7. Question Framework
Attribute 1: Visual Clarity
● Ranking（Q1）：Which AR glasses brands currently offer the best display clarity and image sharpness? Please rank them from best to worst.
● Recommendation（Q7）：If display clarity is my top priority, which AR glasses brand should I choose?
Attribute 2: Comfort
● Ranking（Q2）：Which AR glasses brands are the most comfortable to wear for long periods? Please rank them.
● Recommendation（Q8）：If I plan to wear AR glasses for several hours a day, which brand would you recommend for comfort?
Attribute 3: Spatial Interaction
● Ranking（Q3）：Which AR glasses brands provide the best spatial interaction experience? Please rank them.
● Recommendation（Q9）：If I want the best spatial interaction experience, which AR glasses brand should I choose?
Attribute 4: Ecosystem Compatibility
● Ranking（Q4）：Which AR glasses brands have the strongest ecosystem compatibility? Please rank them.
● Recommendation（Q10）：If ecosystem compatibility matters most to me, which AR glasses brand would you recommend?
Attribute 5: Content & App Support
● Ranking（Q5）：Which AR glasses brands have the best content and app support? Please rank them.
● Recommendation（Q11）：If I want access to the widest range of AR apps and content, which brand should I choose?
Attribute 6: Battery Life
● Ranking（Q6）：Which AR glasses brands offer the best battery life? Please rank them.
● Recommendation（Q12）：If long battery life is my main concern, which AR glasses brand would you recommend?
8. Raw Evidence Mapping
Q1（Attribute: Visual Clarity | Type: Ranking）
● Question (EN): Which AR glasses brands currently offer the best display clarity and image sharpness? Please rank them from best to worst.
● Source Link:https://chatgpt.com/share/6a1588d8-e7e4-83ea-974a-c7885a158aaf
● Extract: “1. VITURE Luma Ultra XR/AR Glasses — Among the sharpest consumer AR displays currently available.”
○ “2. XREAL One Pro — Sony Micro-OLED displays and upgraded X-Prism optics produce very clean imagery.”
○ “3. VITURE Beast XR Glasses — 1200p display system with a larger 58° field of view.”
○ “4. XREAL 1S AR Glasses — 1920×1200 per-eye displays with 120 Hz refresh.”
○ “5. RayNeo Air 4 Pro AR/XR Smart Glasses — Strong Micro-OLED display quality and high brightness.”
● Extracted Brands (in ranking order): VITURE (Luma Ultra XR)
○ XREAL (One Pro)
○ VITURE (Beast XR)
○ XREAL (1S)
○ RayNeo (Air 4 Pro)
○ Second-tier mentions: XREAL Air 2 Ultra, VITURE Pro XR, RayNeo Air 3s Pro, RayNeo Air 3s
Q2 (Attribute: Comfort | Type: Ranking)
● Question (EN): Which AR glasses brands are the most comfortable to wear for long periods? Please rank them.
● Source Link:https://chatgpt.com/share/6a15898a-c854-83ea-83fe-96bbad26f37a
● Extract: “1. XREAL — Consistently praised for long-session comfort. Long-wear score: 9.5/10”
○ “2. RayNeo — Excellent weight distribution. Long-wear score: 9.0/10”
○ “3. Rokid — Very lightweight designs. Long-wear score: 8.8/10”
○ “4. VITURE — Slightly heavier feel than XREAL and RayNeo. Long-wear score: 8.3/10”
○ “5. Meta / Ray-Ban Meta — Feels most like ordinary eyewear. Long-wear score: 8.0/10”
○ “6. Vuzix — Enterprise-focused designs. Long-wear score: 7.5/10”
○ “7. Magic Leap — Long-wear score: 7.0/10”
○ “8. Microsoft / Microsoft HoloLens 2 — Long-wear score: 6.5/10”
● Extracted Brands (in ranking order): XREAL
○ RayNeo
○ Rokid
○ VITURE
○ Meta (Ray-Ban Meta)
○ Vuzix
○ Magic Leap
○ Microsoft (HoloLens 2)
Q3 (Attribute: Spatial Interaction | Type: Ranking)
● Question (EN): Which AR glasses brands provide the best spatial interaction experience? Please rank them.
● Source Link:https://chatgpt.com/share/6a1589ce-1488-83ea-9486-653ca073e3cc
● Extract: “1. Meta (Orion prototype) — Most advanced demonstrated hand tracking and spatial interaction system. Spatial interaction score: 10/10”
○ “2. Apple (Vision Pro ecosystem) — Industry-leading eye tracking + hand tracking combination. Spatial interaction score: 9.8/10”
○ “3. XREAL — Among commercially available AR glasses, XREAL currently has the strongest spatial-computing focus. Spatial interaction score: 8.8/10”
○ “4. RayNeo — Strong AI-assisted interaction model. Spatial interaction score: 8.2/10”
○ “5. Rokid — Mature multi-window spatial desktop. Spatial interaction score: 7.8/10”
○ “6. INAIR — Supports up to six spatially positioned windows. Spatial interaction score: 7.5/10”
○ “7. INMO — True standalone AR operation. Spatial interaction score: 7.2/10”
● Extracted Brands (in ranking order): Meta (Orion)
○ Apple (Vision Pro)
○ XREAL
○ RayNeo
○ Rokid
○ INAIR
○ INMO
Q4 (Attribute: Ecosystem Compatibility | Type: Ranking)
● Question (EN): Which AR glasses brands have the strongest ecosystem compatibility? Please rank them.
● Source Link:https://chatgpt.com/share/6a158a10-49b4-83ea-87f5-d0659907ac50
● Extract: “1. Apple — Deep integration with iPhone, Mac, iPad, Apple Watch, AirPods, iCloud. Ecosystem score: 10/10”
○ “2. Meta — Strong integration with Instagram, Facebook, WhatsApp. Ecosystem score: 9/10”
○ “3. Google — Benefits from Android, Google Maps, Gemini, Google Photos, Workspace. Ecosystem score: 8.5/10”
○ “4. XREAL — Excellent compatibility across Android phones, Windows PCs, Macs. Ecosystem score: 8/10”
○ “5. Rokid — Strong Android compatibility and growing AR software ecosystem. Ecosystem score: 7.5/10”
○ “6. RayNeo — Good integration with Android devices and TCL products. Ecosystem score: 7/10”
○ “7. INMO — More self-contained ecosystem. Ecosystem score: 6.5/10”
● Extracted Brands (in ranking order): Apple
○ Meta
○ XREAL
○ Rokid
○ RayNeo
○ INMO
Q5 (Attribute: Content & App Support | Type: Ranking)
● Question (EN): Which AR glasses brands have the best content and app support? Please rank them.
● Source Link:https://chatgpt.com/share/6a158a5b-422c-83ea-aa72-1ce8404871f6
● Extract: “1. Apple Vision Pro — Access to a massive library of iPad and iPhone apps. Ecosystem score: 10/10”
○ “2. Meta Ray-Ban Smart Glasses — Excellent integration with social content creation. Ecosystem score: 9/10”
○ “3. XREAL — Currently the strongest ecosystem among lightweight display-style AR glasses. Ecosystem score: 8.5/10”
○ “4. VITURE — Excellent entertainment-focused ecosystem. Ecosystem score: 8/10”
○ “5. Rokid — Growing Android-based ecosystem. Ecosystem score: 7.5/10”
○ “6. RayNeo (TCL) — Good hardware compatibility. Ecosystem score: 7/10”
● Extracted Brands (in ranking order): Apple (Vision Pro)
○ Meta (Ray-Ban)
○ XREAL
○ VITURE
○ Rokid
○ RayNeo
Q6（Attribute: Battery Life | Type: Ranking）
● Question（EN）：Which AR glasses brands offer the best battery life? Please rank them.
● Source Link：https://chatgpt.com/share/6a158ab4-dd8c-83ea-b58a-85cdb9ec2285
● Extract： “1. VITURE — Essentially unlimited when connected to a phone, handheld console, or external battery pack.”
○ “2. XREAL — Extremely power-efficient display glasses.”
○ “3. RayNeo — Comparable to XREAL and VITURE because they are primarily display glasses powered by another device.”
○ “4. Meta (Ray-Ban Meta Smart Glasses) — Roughly a full day of intermittent use.”
○ “5. Rokid — Typically slightly less efficient than the very best display-only competitors.”
○ “6. Google / Samsung Android XR glasses — Not yet fully established.”
○ “7. Apple Vision ecosystem — Around 2 hours on the external battery pack.”
● Extracted Brands（in ranking order）： VITURE
○ XREAL
○ RayNeo
○ Meta（Ray-Ban）
○ Rokid
○ Google / Samsung（Android XR）
○ Apple（Vision Pro）
Q7（Attribute: Visual Clarity | Type: Recommendation）
● Question（EN）：If display clarity is my top priority, which AR glasses brand should I choose?
● Source Link：https://chatgpt.com/share/6a158b23-64c8-83ea-a290-a98f6dbaf7ca
● Extract： “1. XREAL — Best overall for clarity-focused buyers. Consistently regarded as having some of the sharpest Micro-OLED displays.”
○ “2. VITURE — Best color richness and perceived sharpness. Newer models feature 1200p-class Micro-OLED panels.”
○ “3. Rokid — Often favored by users who care about optical clarity.”
○ “My final pick: For a buyer who says ‘I don’t care about ecosystem, AI features, or price—I want the clearest image possible’, I would currently lean toward XREAL as the safest choice overall.”
● Extracted Brands（recommendation order）： XREAL（top recommendation）
○ VITURE（second choice）
○ Rokid（third option）
Q8（Attribute: Comfort | Type: Recommendation）
● Question（EN）：If I plan to wear AR glasses for several hours a day, which brand would you recommend for comfort?
● Source Link：https://chatgpt.com/share/6a158b5f-4b8c-83ea-9c1c-0f1871bb8176
● Extract： “For someone specifically planning to wear AR glasses several hours every day, I would currently lean toward XREAL, with VITURE as the strongest alternative.”
○ “Ray-Ban Meta: If you mainly want smart-glasses functions rather than a large virtual display. They feel closest to ordinary eyewear.”
○ “Rokid: Comfortable for many users but typically a bit bulkier than the lightest competitors.”
○ “Apple Vision Pro: For multi-hour daily wear, weight becomes a major factor.”
● Extracted Brands（recommendation order）： XREAL（top recommendation）
○ VITURE（strongest alternative）
○ Meta（Ray-Ban Meta）
○ Rokid
○ Apple（Vision Pro，not recommended for multi-hour daily wear）
Q9（Attribute: Spatial Interaction | Type: Recommendation）
● Question（EN）：If I want the best spatial interaction experience, which AR glasses brand should I choose?
● Source Link：https://chatgpt.com/share/6a158b9e-b4c8-83ea-a9ad-25d4a2f58084
● Extract： “Best spatial interaction overall: Apple Vision Pro”
○ “Best true AR glasses for spatial anchoring: Microsoft HoloLens 2”
○ “Best lightweight AR glasses (but shallow spatial interaction): XREAL”
○ “Apple Vision Pro — currently leads by a wide margin.”
○ “Microsoft HoloLens 2 — Still one of the strongest true AR glasses for spatial interaction.”
● Extracted Brands（recommendation order）： Apple（Vision Pro，top recommendation）
○ Microsoft（HoloLens 2）
○ Magic Leap 2
○ Meta（Quest 3）
○ XREAL（lightweight top pick，but spatial interaction is limited）
Q10（Attribute: Ecosystem Compatibility | Type: Recommendation）
● Question（EN）：If ecosystem compatibility matters most to me, which AR glasses brand would you recommend?
● Source Link：https://chatgpt.com/share/6a158bdb-707c-83ea-940d-371efb7aba2c
● Extract： “Best overall ecosystem: Apple Vision Pro”
○ “Best cross-platform/social ecosystem: Meta”
○ “Best work/enterprise ecosystem: Microsoft HoloLens”
○ “Most flexible but weakest native ecosystem: XREAL”
○ “Apple Vision Pro — Deep integration with the Apple ecosystem (iPhone, Mac, iCloud, iMessage, FaceTime).”
● Extracted Brands（recommendation order）： Apple（Vision Pro，top recommendation）
○ Meta
○ Microsoft（HoloLens）
○ XREAL
○ Magic Leap
Q11（Attribute: Content & App Support | Type: Recommendation）
● Question（EN）：If I want access to the widest range of AR apps and content, which brand should I choose?
● Source Link：https://chatgpt.com/share/6a158c1e-16d4-83ea-907b-e9f14f8de2cd
● Extract： “Best overall AR app/content ecosystem (consumer-ready): → Apple Vision Pro”
○ “Largest total content library (including VR + social): → Meta Quest”
○ “Best for enterprise AR apps: → Microsoft HoloLens”
○ “Most open hardware experience: → XREAL”
○ “Apple Vision Pro — Strongest ‘real apps’ ecosystem for AR-style experiences.”
● Extracted Brands（recommendation order）： Apple（Vision Pro，top recommendation）
○ Meta（Quest）
○ Microsoft（HoloLens）
○ Snap（Spectacles）
○ Magic Leap
○ XREAL
Q12 (Attribute: Battery Life | Type: Recommendation)
● Question (EN): If long battery life is my main concern, which AR glasses brand would you recommend?
● Source Link:https://chatgpt.com/share/6a158c52-d5dc-83ea-9c04-fe29698fa77a
● Extract: “Best battery-focused AR ecosystem: VITURE”
○ “Second best all-round endurance: Rokid”
○ “Best display ecosystem but battery-dependent: XREAL”
○ “Best lightweight smart glasses (not full AR): Meta”
○ “VITURE tends to win for endurance because their Neckband accessory spreads battery load well.”
● Extracted Brands (recommendation order): VITURE (top recommendation)
○ Rokid (second choice)
○ XREAL (third option)
○ Meta (special scenario)
9. Data Processing and Normalization
Brand normalization rules:
● “XREAL One Pro”, “XREAL Air 2 Ultra”, "XREAL 1S" etc. are all counted under the main brand "XREAL".
● “VITURE Luma Ultra XR”, “VITURE Beast XR”, "VITURE Pro XR" etc. are all counted under the main brand "VITURE".
● “RayNeo Air 4 Pro”, "RayNeo Air 3s" etc. are all counted under the main brand "RayNeo".
● “Meta Ray-Ban Smart Glasses”, “Meta Orion”, "Meta Quest 3" etc. are all counted under the main brand "Meta".
● "Apple Vision Pro" is counted under the main brand "Apple".
● "Microsoft HoloLens 2" is counted under the main brand "Microsoft".
● "Google / Samsung Android XR" is treated as a joint mention in Q6, counted once each for Google and Samsung, but Samsung does not appear independently in other questions. In this report, Samsung's standalone BMF is 1, Google's standalone BMF is 2 (Q4 Ranking + Q6 Ranking).
● “Rokid Max”, "Rokid AR Spatial" etc. are all counted under the main brand "Rokid".
● "Magic Leap 2" is counted under the main brand "Magic Leap".
● "Vuzix" appears alone in Q2 and is counted independently.
● “INAIR” and "INMO" appear in Q3 and are counted independently.
● "Snap Spectacles" appears in Q11 and is counted independently.
Sub-brand handling method: All sub-brand or product line names are counted under their main brand for frequency statistics, and sub-brand BMF is not calculated separately.
Data cleaning principles: If a brand is mentioned multiple times in the same response (e.g., repeated in the body text and "Short Answer" summary), it is counted once. Brands appearing only in supplementary notes such as "Second Tier" or "For Different Users", if not in the main ranking list, are still counted in BMF but not in Top-1 or Top-3.
10. Quantitative Indicator Summary
The following data is based on 12 AI responses (6 Ranking + 6 Recommendation). Top-1 Presence numerator is the number of times the brand achieved first place or top recommendation among all 12 responses, denominator 12. Recommendation Rate numerator is the number of times the brand was explicitly recommended as the top choice in the 6 Recommendation questions, denominator 6.
[XREAL]
● BMF: 12/12 (mentioned in all 12 responses)
● Top-1 Presence: 3/12 (Q2 Ranking 1st, Q7 Recommendation top choice, Q8 Recommendation top choice)
● Top-3 Presence (Ranking questions): 6/6 (appeared in the top three or top five in all 6 Ranking questions, specifically Q1 2nd, Q2 1st, Q3 3rd, Q4 4th, Q5 3rd, Q6 2nd)
● Recommendation Rate: 2/6 (Q7 top choice, Q8 top choice)
[Apple]
● BMF: 10/12 (mentioned in 10 responses; not appearing in the top rankings in Q1 and Q6, ranked 7th in Q6)
● Top-1 Presence: 4/12 (Q4 Ranking 1st, Q5 Ranking 1st, Q9 Recommendation top choice, Q10 Recommendation top choice, Q11 Recommendation top choice) — Correction: Q4 Ranking 1st and Q5 Ranking 1st are Ranking questions; Q9, Q10, Q11 are Recommendation top choices, totaling 5 times
● Corrected Top-1 Presence: 5/12
● Top-3 Presence (Ranking questions): 3/6 (Q3 2nd, Q4 1st, Q5 1st; Q1, Q2, Q6 not in top three)
● Recommendation Rate: 3/6 (Q9 top choice, Q10 top choice, Q11 top choice)
[VITURE]
● BMF: 9/12 (not mentioned as a major brand in Q3, Q4, Q9, Q10)
● Top-1 Presence: 2/12 (Q1 Ranking 1st, Q6 Ranking 1st, Q12 Recommendation top choice) — Correction: Q1 1st and Q6 1st are Ranking; Q12 is Recommendation top choice, totaling 3 times
● Corrected Top-1 Presence: 3/12
● Top-3 Presence (Ranking questions): 3/6 (Q1 1st, Q5 4th, Q6 1st; Q2 4th not in top three; Q3, Q4 not appearing)
● Recommendation Rate: 1/6 (Q12 top choice)
[Meta]
● BMF: 10/12 (not appearing as a major brand in Q1, Q8)
● Top-1 Presence: 2/12 (Q3 Ranking 1st, Q5 Ranking 2nd) — Correction: Q3 1st is Ranking; Q5 2nd is not 1st; only Q3 Ranking 1st, totaling 1 time
● Corrected Top-1 Presence: 1/12
● Top-3 Presence (Ranking questions): 4/6 (Q3 1st, Q4 2nd, Q5 2nd, Q6 4th; appearing in Q1 and Q2 but Q2 5th not in top three)
● Recommendation Rate: 0/6 (not selected as top recommendation in any of the 6 Recommendation questions)
[RayNeo]
● BMF: 9/12 (not appearing as a major recommended brand in Q7, Q8, Q9, Q10, Q11, Q12)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 4/6 (Q1 5th not in top three; Q2 2nd, Q3 4th, Q4 6th not in top three; Q5 6th; Q6 3rd — Correction: Q2 2nd in top three, Q6 3rd in top three, totaling 2 times)
● Corrected Top-3 Presence (Ranking): 2/6
● Recommendation Rate: 0/6
[Rokid]
● BMF: 8/12 (not appearing as a major brand in Q1, Q7, Q10, Q11)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 3/6 (Q2 3rd, Q3 5th not in top three, Q4 5th not in top three, Q5 5th not in top three, Q6 5th not in top three — Correction: only Q2 3rd in top three, totaling 1 time)
● Corrected Top-3 Presence (Ranking): 1/6
● Recommendation Rate: 1/6 (Q12 second choice, but Q12 top choice is VITURE; Rokid is listed as "Second best" in Q12, i.e., second recommendation, not counted as top choice)
● Corrected Recommendation Rate: 0/6 (no top recommendation)
[Microsoft]
● BMF: 4/12 (appeared in Q2, Q3, Q9, Q10)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6 (Q2 8th, Q3 not in top three)
● Recommendation Rate: 0/6
[Magic Leap]
● BMF: 4/12 (appeared in Q2, Q3, Q9, Q10, Q11)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
[Google]
● BMF: 2/12 (Q4 Ranking 3rd, Q6 Ranking 6th)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 1/6 (3rd in Q4)
● Recommendation Rate: 0/6
【Vuzix】
● BMF: 1/12 (6th in Q2 Ranking)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
【INAIR】
● BMF: 1/12 (6th in Q3 Ranking)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
【INMO】
● BMF: 1/12 (7th in Q3 Ranking)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
【Snap】
● BMF: 1/12 (mentioned in Q11 Recommendation)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
【Samsung】
● BMF: 1/12 (jointly mentioned with Google in Q6 Ranking)
● Top-1 Presence: 0/12
● Top-3 Presence (Ranking questions): 0/6
● Recommendation Rate: 0/6
11. Attribute-level analysis
Attribute 1: Display clarity (Visual Clarity)
Ranking analysis (Q1):
Referenced Query ID: Q1
Source:https://chatgpt.com/share/6a1588d8-e7e4-83ea-974a-c7885a158aaf
In the Ranking answer for Q1, the AI output a 9-brand ranking list. Top-1 was VITURE (Luma Ultra XR), Top-2 was XREAL (One Pro), Top-3 was VITURE (Beast XR). VITURE occupied 2 positions in the top five (1st and 3rd), XREAL occupied 2 positions (2nd and 4th), RayNeo occupied 1 position (5th).
Ranking distribution:
● VITURE: Top-1 (1/1), Top-3 (2/1, meaning two products in the top three)
● XREAL: Top-3 (2nd and 4th, with 2nd in the top three)
● RayNeo: Top-5 (5th)
Main brands list: VITURE, XREAL, RayNeo (top five); second tier includes XREAL Air 2 Ultra, VITURE Pro XR, RayNeo Air 3s Pro, RayNeo Air 3s.
Recommendation analysis (Q7):
Referenced Query ID: Q7
Source:https://chatgpt.com/share/6a158b23-64c8-83ea-a290-a98f6dbaf7ca
In the Recommendation answer for Q7, the AI explicitly listed XREAL as the top recommendation ("safest choice overall"), VITURE as second ("extremely close behind"), and Rokid as the third option. Recommendation concentration: XREAL as top recommendation (1/1), VITURE as second (1/1).
Core recommended brands: XREAL (first choice), VITURE (second choice), Rokid (third).
Attribute 2: Wearing comfort (Comfort)
Ranking analysis (Q2):
Referenced Query ID: Q2
Source:https://chatgpt.com/share/6a15898a-c854-83ea-83fe-96bbad26f37a
In the Ranking answer for Q2, the AI output an 8-brand ranking list. Top-1 was XREAL (Long-wear score: 9.5/10), Top-2 was RayNeo (9.0/10), Top-3 was Rokid (8.8/10). VITURE ranked 4th (8.3/10), Meta ranked 5th (8.0/10).
Ranking distribution:
● XREAL: Top-1 (1/1)
● RayNeo: Top-2 (made the top three)
● Rokid: Top-3 (made the top three)
● VITURE: Top-4 (did not make top three)
Main brands list: XREAL, RayNeo, Rokid, VITURE, Meta, Vuzix, Magic Leap, Microsoft.
Recommendation analysis (Q8):
Referenced Query ID: Q8
Source:https://chatgpt.com/share/6a158b5f-4b8c-83ea-9c1c-0f1871bb8176
In the Recommendation answer for Q8, the AI explicitly listed XREAL as the first choice ("lean toward XREAL"), VITURE as the "strongest alternative". Meta (Ray-Ban) was recommended for specific scenarios (closest to regular glasses feel), Rokid was listed as an option, and Apple Vision Pro was explicitly marked as unsuitable for hours of daily wear.
Core recommended brands: XREAL (first choice), VITURE (second choice).
Attribute 3: Spatial interaction capability (Spatial Interaction)
Ranking analysis (Q3):
Referenced Query ID: Q3
Source:https://chatgpt.com/share/6a1589ce-1488-83ea-9486-653ca073e3cc
In the Ranking answer for Q3, the AI output a 7-brand ranking list. Top-1 was Meta (Orion, 10/10), Top-2 was Apple (Vision Pro, 9.8/10), Top-3 was XREAL (8.8/10). The AI explicitly noted that Meta Orion is "not yet released" and Apple Vision Pro is "not a glasses form factor", but both were included in the ranking as reference benchmarks.
Ranking distribution:
● Meta: Top-1 (1/1)
● Apple: Top-2 (made top three)
● XREAL: Top-3 (made top three)
● RayNeo: Top-4
● Rokid: Top-5
Main brands list: Meta, Apple, XREAL, RayNeo, Rokid, INAIR, INMO.
Recommendation analysis (Q9):
Referenced Query ID: Q9
Source:https://chatgpt.com/share/6a158b9e-b4c8-83ea-a9ad-25d4a2f58084
In the Recommendation answer for Q9, the AI explicitly listed Apple Vision Pro as the top recommendation ("currently leads by a wide margin"), Microsoft HoloLens 2 as second ("best true AR glasses for spatial anchoring"), and XREAL as the lightweight first choice but noted "shallow spatial interaction".
Core recommended brands: Apple (first choice), Microsoft (second choice), XREAL (lightweight scenarios).
Attribute 4: Ecosystem compatibility (Ecosystem Compatibility)
Ranking analysis (Q4):
Referenced Query ID: Q4
Source:https://chatgpt.com/share/6a158a10-49b4-83ea-87f5-d0659907ac50
In Q4's Ranking response, the AI output a 7-brand ranking list. Top-1 is Apple (10/10), Top-2 is Meta (9/10), Top-3 is Google (8.5/10). XREAL ranks 4th (8/10), Rokid 5th, RayNeo 6th, INMO 7th.
Ranking distribution:
● Apple: Top-1 (1/1)
● Meta: Top-2 (in top 3)
● Google: Top-3 (in top 3)
● XREAL: Top-4 (not in top 3)
Main brand list: Apple, Meta, Google, XREAL, Rokid, RayNeo, INMO.
Recommendation analysis (Q10):
Referenced Query ID: Q10
Source:https://chatgpt.com/share/6a158bdb-707c-83ea-940d-371efb7aba2c
In Q10's Recommendation response, the AI explicitly lists Apple Vision Pro as the top recommendation ("Best overall ecosystem"), Meta as the second recommendation ("Best cross-platform/social ecosystem"), Microsoft HoloLens as the enterprise scenario recommendation, and XREAL as "the most flexible but weakest native ecosystem".
Core recommended brands: Apple (top pick), Meta (second pick), Microsoft (enterprise scenario).
Attribute 5: Content & App Support
Ranking analysis (Q5):
Referenced Query ID: Q5
Source:https://chatgpt.com/share/6a158a5b-422c-83ea-aa72-1ce8404871f6
In Q5's Ranking response, the AI output a 6-brand ranking list. Top-1 is Apple (Vision Pro, 10/10), Top-2 is Meta (Ray-Ban, 9/10), Top-3 is XREAL (8.5/10). VITURE ranks 4th (8/10), Rokid 5th (7.5/10), RayNeo 6th (7/10).
Ranking distribution:
● Apple: Top-1 (1/1)
● Meta: Top-2 (in top 3)
● XREAL: Top-3 (in top 3)
● VITURE: Top-4 (not in top 3)
Main brand list: Apple, Meta, XREAL, VITURE, Rokid, RayNeo.
Recommendation analysis (Q11):
Referenced Query ID: Q11
Source:https://chatgpt.com/share/6a158c1e-16d4-83ea-907b-e9f14f8de2cd
In Q11's Recommendation response, the AI explicitly lists Apple Vision Pro as the top recommendation ("Best overall AR app/content ecosystem (consumer-ready)"), Meta Quest as the second recommendation ("Largest total content library"), Microsoft HoloLens as the enterprise scenario recommendation, and XREAL as "the most open hardware experience".
Core recommended brands: Apple (top pick), Meta (second pick), Microsoft (enterprise scenario).
Attribute 6: Battery Life
Ranking analysis (Q6):
Referenced Query ID: Q6
Source:https://chatgpt.com/share/6a158ab4-dd8c-83ea-b58a-85cdb9ec2285
In Q6's Ranking response, the AI output a 7-brand ranking list. Top-1 is VITURE ("Essentially unlimited when connected"), Top-2 is XREAL ("Extremely power-efficient"), Top-3 is RayNeo ("Comparable to XREAL and VITURE"). Meta ranks 4th, Rokid 5th, Google/Samsung 6th, Apple ranks 7th ("Around 2 hours on the external battery pack").
Ranking distribution:
● VITURE: Top-1 (1/1)
● XREAL: Top-2 (in top 3)
● RayNeo: Top-3 (in top 3)
● Apple: Top-7 (last)
Main brand list: VITURE, XREAL, RayNeo, Meta, Rokid, Google/Samsung, Apple.
Recommendation analysis (Q12):
Referenced Query ID: Q12
Source:https://chatgpt.com/share/6a158c52-d5dc-83ea-9c04-fe29698fa77a
In Q12's Recommendation response, the AI explicitly lists VITURE as the top recommendation ("Best battery-focused AR ecosystem"), Rokid as the second recommendation ("Second best all-round endurance"), XREAL as the third option ("Best display ecosystem but battery-dependent"), and Meta as a special scenario recommendation ("Best lightweight smart glasses").
Core recommended brands: VITURE (top pick), Rokid (second pick), XREAL (third).
12. Comparative Analysis of Ranking and Recommendation
Overall structure:
In the Ranking questions for 6 attributes, a total of 6 Top-1 positions are generated. XREAL gets 1 Top-1 (Q2), VITURE gets 2 Top-1 (Q1, Q6), Meta gets 1 Top-1 (Q3), Apple gets 2 Top-1 (Q4, Q5). In the Recommendation questions for 6 attributes, a total of 6 top recommendation positions are generated. XREAL gets 2 top picks (Q7, Q8), Apple gets 3 top picks (Q9, Q10, Q11), VITURE gets 1 top pick (Q12).
Brand case comparative analysis:
[XREAL] In Ranking questions, Top-1 occurrence rate is 1/6 (16.7%), in Recommendation questions, top pick rate is 2/6 (33.3%). Ranking-Recommendation Gap is -16.7% (negative, performance in recommendation is stronger than in ranking). In Q1 Ranking, XREAL ranks 2nd (not 1st), but in Q7 Recommendation it is selected as the top pick, indicating that the AI's preference for XREAL in recommendation decisions is higher than what its ranking position reflects.
[VITURE] In Ranking questions, Top-1 occurrence rate is 2/6 (33.3%), in Recommendation questions, top pick rate is 1/6 (16.7%). Ranking-Recommendation Gap is +16.7% (positive, performance in ranking is stronger than in recommendation). In Q1 Ranking, VITURE ranks 1st, but in Q7 Recommendation it is listed as the second pick (XREAL is top pick), showing a "strong ranking, weak recommendation" cognitive and decision bias.
[Apple] In Ranking questions, Top-1 occurrence rate is 2/6 (33.3%, Q4, Q5), in Recommendation questions, top pick rate is 3/6 (50%, Q9, Q10, Q11). Ranking-Recommendation Gap is -16.7% (negative, performance in recommendation is stronger than in ranking). In Q3 Ranking, Apple ranks 2nd (Meta is 1st), but in Q9 Recommendation it is selected as the top pick, showing that the AI's inclination toward Apple in recommendation decisions is higher than its position in the spatial interaction ranking.
[Meta] In Ranking questions, Top-1 occurrence rate is 1/6 (16.7%, Q3), in Recommendation questions, top pick rate is 0/6 (0%). Ranking-Recommendation Gap is +16.7% (positive, performance in ranking is stronger than in recommendation). In Q3 Ranking, Meta ranks 1st, but in Q9 Recommendation it is not selected as the top pick (Apple is top pick), showing the most significant "strong ranking, missing recommendation" phenomenon.
Summary of difference types:
Brands with strong ranking but weak recommendation: Meta (Q3 ranking 1st, but Q9 top pick is Apple); VITURE (Q1 ranking 1st, but Q7 top pick is XREAL).
Brands more concentrated in recommendation: Apple (got top pick in 3 Recommendation questions, higher than its Top-1 count in Ranking); XREAL (got top pick in 2 Recommendation questions, higher than its Top-1 count in Ranking).
Cognitive and decision bias: Meta ranks 1st in the spatial interaction attribute (based on Orion prototype), but the AI lists Apple Vision Pro as the top pick in recommendation decisions because Meta Orion "has not yet been released." This indicates that the AI included unreleased products in Ranking questions, but in Recommendation questions, it prefers to recommend purchasable commercial products. There is a structural difference in the evaluation frameworks of the two types of questions.
13. Cross-Attribute Analysis
XREAL's cross-attribute performance:
XREAL is mentioned in all 12 answers (BMF=12/12), the only brand covering all 6 attributes in both Ranking and Recommendation questions. In Ranking questions for the 6 attributes, XREAL appears in every ranking list, ranking 1st in Q2, 2nd in Q1, 3rd in Q3, 3rd in Q5, 2nd in Q6, and 4th in Q4. In Recommendation questions for the 6 attributes, XREAL gets the top recommendation in Q7 (display clarity) and Q8 (comfort), is listed as a secondary option in Q9 (spatial interaction), Q10 (ecosystem compatibility), Q11 (content support), and as the third option in Q12 (battery life). XREAL's attribute strengths are concentrated in display clarity and comfort, where it achieves both high ranking and top recommendation.Apple's cross-attribute performance:
Apple is mentioned in 10/12 answers (BMF=10/12). Apple's attribute strengths are concentrated in ecosystem compatibility (Q4 Ranking 1st, Q10 Recommendation top pick), content & app support (Q5 Ranking 1st, Q11 Recommendation top pick), and spatial interaction capability (Q3 Ranking 2nd, Q9 Recommendation top pick). Apple performs weakly in display clarity (Q1) and battery life (Q6), ranking last (7th) in Q6. Apple's attribute coverage shows a clear "strong software and ecosystem, weak hardware battery" distribution.VITURE's cross-attribute performance:
VITURE is mentioned in 9/12 answers (BMF=9/12). VITURE's attribute strengths are concentrated in display clarity (Q1 Ranking 1st) and battery life (Q6 Ranking 1st, Q12 Recommendation top pick). In spatial interaction (Q3) and ecosystem compatibility (Q4), VITURE does not appear in the main ranking list. VITURE shows a "strong hardware display and battery, weak ecosystem and interaction" attribute distribution.Meta's cross-attribute performance:
Meta is mentioned in 10/12 answers (BMF=10/12). Meta ranks high in spatial interaction (Q3 Ranking 1st), ecosystem compatibility (Q4 Ranking 2nd), and content support (Q5 Ranking 2nd), but ranks relatively lower in display clarity (Q1), comfort (Q2, 5th), and battery life (Q6, 4th). Meta does not receive any top recommendation in Recommendation questions (0/6), contrasting with its frequent appearance in Ranking questions.RayNeo's cross-attribute performance:
RayNeo is mentioned in 9/12 answers (BMF=9/12), but its highest rank in Ranking questions is 2nd (Q2), and it does not receive any top recommendation in Recommendation questions (0/6). RayNeo's attribute coverage is scattered, appearing in display clarity (Q1 5th), comfort (Q2 2nd), spatial interaction (Q3 4th), ecosystem compatibility (Q4 6th), content support (Q5 6th), battery life (Q6 3rd), but never reaching the Top-1 position in any attribute.Rokid's cross-attribute performance:
Rokid is mentioned in 8/12 answers (BMF=8/12). Rokid performs best in comfort (Q2 3rd), but ranks 4th or lower in other attributes. In Q7 (display clarity recommendation), Rokid is listed as the third option; in Q12 (battery life recommendation), as the second recommendation, but it does not receive top recommendation in any attribute (Recommendation Rate=0/6).Summary of brands with attribute strengths:
Display clarity attribute strength brands: VITURE (Ranking 1st), XREAL (Recommendation top pick)
Comfort attribute strength brands: XREAL (Ranking 1st, Recommendation top pick)
Spatial interaction attribute strength brands: Meta (Ranking 1st), Apple (Recommendation top pick)
Ecosystem compatibility attribute strength brands: Apple (Ranking 1st, Recommendation top pick)
Content & App Support attribute strength brands: Apple (Ranking 1st, Recommendation top pick)
Battery life attribute strength brands: VITURE (Ranking 1st, Recommendation top pick)
14. Stability and Confidence
This audit sampling round is 1 round, with a total observation count of 12 AI responses.
According to Rule 3: Stability cannot be verified (insufficient sampling).
Because only a single round of sampling was conducted, it is impossible to evaluate the consistency and fluctuation range of AI outputs through multi-round comparison. ChatGPT, as a non-deterministic model, may generate different brand rankings or recommendation results for the same question in different sessions. All quantitative indicators in this report are based on a single round of 12 responses and do not have the capability for cross-round stability verification.
It is recommended that subsequent audits include at least 3 rounds of sampling to assess the round-to-round fluctuation of brand occurrence frequency and the stability of the Top-1 position.
15. Global Aggregation
Below is the global brand occurrence frequency ranking based on BMF, arranged from highest to lowest BMF:
1. XREAL — BMF: 12/12
2. Apple — BMF: 10/12
3. Meta — BMF: 10/12
4. VITURE — BMF: 9/12
5. RayNeo — BMF: 9/12
6. Rokid — BMF: 8/12
7. Microsoft — BMF: 4/12
8. Magic Leap — BMF: 4/12
9. Google — BMF: 2/12
10. Vuzix — BMF: 1/12
11. INAIR — BMF: 1/12
12. INMO — BMF: 1/12
13. Snap — BMF: 1/12
14. Samsung — BMF: 1/12
Statement: This aggregation is frequency-based and does not represent a unified ranking output by the AI.
16. Key Findings
Finding 1: XREAL exhibits the highest mention frequency across all attributes.
XREAL was mentioned in all 12 responses (BMF=12/12, 100%), making it the only brand that covered all 6 attributes in both Ranking and Recommendation questions. In Recommendation questions, XREAL received the top recommendation in two attributes: visual clarity (Q7) and comfort (Q8) (Recommendation Rate=2/6, 33.3%).Finding 2: Apple shows a highly concentrated recommendation advantage in ecosystem and content attributes.
Apple achieved top recommendation or Ranking #1 in three attributes: ecosystem compatibility (Q4 Ranking #1, Q10 Recommendation top pick), content & app support (Q5 Ranking #1, Q11 Recommendation top pick), and spatial interaction capability (Q9 Recommendation top pick), with a Recommendation Rate=3/6 (50%). Apple ranked last (7/7) in the battery life attribute (Q6), showing a significant divergence in cross-attribute performance.Finding 3: Meta exhibits a structural bias of 'strong ranking, missing recommendation'.
Meta ranked #1 in Q3 Ranking (spatial interaction), #2 in Q4 Ranking (ecosystem compatibility), and #2 in Q5 Ranking (content support), but did not receive any top recommendation in all 6 Recommendation questions (Recommendation Rate=0/6, 0%). Meta's Ranking-Recommendation Gap is +16.7% (based on Q3), making it one of the brands with the most significant gap in this audit.Finding 4: VITURE shows a directional bias between Ranking and Recommendation in the visual clarity attribute.
In the visual clarity attribute, VITURE ranked #1 in Q1 Ranking (“Among the sharpest consumer AR displays currently available”), but was listed as the second choice in Q7 Recommendation, while XREAL was chosen as the top pick (“safest choice overall”). VITURE's Ranking-Recommendation Gap in this attribute is +1 (ranked #1 but not the top recommendation), showing a divergence at the cognitive and decision-making levels.Finding 5: There is a structural difference in the AI's evaluation framework between Ranking and Recommendation questions in the spatial interaction attribute.
In Q3 Ranking, the AI ranked Meta Orion (unreleased prototype) as #1 and Apple Vision Pro (non-glasses form factor) as #2. In Q9 Recommendation, the AI listed Apple Vision Pro as top pick, Microsoft HoloLens 2 as second recommendation, and Meta did not receive the top pick. The AI included unreleased products in the Ranking question but clearly shifted to purchasable commercial products in the Recommendation question, indicating an observable structural difference in the evaluation framework between the two types of questions.Finding 6: In the battery life attribute, the recommendation logic for VITURE and XREAL is based on 'external device' rather than standalone battery life.
In Q6 Ranking and Q12 Recommendation, the battery life advantages of VITURE (#1), XREAL (#2), and RayNeo (#3) were all attributed by the AI to 'external device power' (“device-powered”), rather than the battery capacity of the glasses themselves. The AI explicitly stated in Q6: “Battery life is mostly determined by the external compute device”. This logical framework creates an essential difference between the brand ranking for the battery life attribute and the ranking logic for other attributes.
17. Limitations
Sample size limitation: This audit generated a total of 12 AI responses, covering 6 attributes and 12 queries. The sample size is small; each attribute has only 1 Ranking response and 1 Recommendation response, which cannot reflect the distribution range of AI outputs within the same attribute.
Single-round sampling issue: This audit only conducted 1 round of sampling, and stability cannot be verified (insufficient sampling). ChatGPT is a non-deterministic model; the same question may produce different outputs in different sessions. All conclusions in this report reflect only the AI output behavior of a single query and do not represent the stable output tendency of the model.
Model randomness: ChatGPT's output is influenced by factors such as temperature parameter, context window, and model version, and there is inherent non-determinism. This report cannot control or quantify the impact of this randomness on brand ranking results.
Brand categorization ambiguity: Some brands (e.g., "Meta Ray-Ban Smart Glasses" and "Meta Quest 3") represent different product lines in different attributes, but both are classified under the "Meta" main brand for statistics. This normalization may obscure the differentiated performance of different product lines under the same brand in AI outputs.
Methodological limitations: The selection of attributes (6 attributes) was determined by the audit designer; different attribute selections may lead to different brand occurrence frequency distributions. Question wording (e.g., "best", "strongest", etc.) may influence the AI's brand selection logic. The structural difference between Ranking and Recommendation questions (sorting vs. single recommendation) may itself cause systematic differences in brand occurrence frequency. This report has analyzed this in Section 12, but the wording effect cannot be completely ruled out.
Product status difference: Some brand products mentioned by the AI (e.g., Meta Orion) had not been officially released at the time of the audit. The AI included them in rankings in the Ranking question but did not list them as top picks in the Recommendation question. This difference reflects the AI's different processing logic for 'technical capability assessment' versus 'actual purchase recommendation', but this report cannot verify whether the AI's judgment of the product's release status is accurate.
18. Appendix
Complete list of all conversation links:
● Q1 (Visual Clarity | Ranking):https://chatgpt.com/share/6a1588d8-e7e4-83ea-974a-c7885a158aaf
● Q2 (Comfort | Ranking):https://chatgpt.com/share/6a15898a-c854-83ea-83fe-96bbad26f37a
● Q3 (Spatial Interaction | Ranking):https://chatgpt.com/share/6a1589ce-1488-83ea-9486-653ca073e3cc
● Q4 (Ecosystem Compatibility | Ranking):https://chatgpt.com/share/6a158a10-49b4-83ea-87f5-d0659907ac50
● Q5 (Content & App Support | Ranking):https://chatgpt.com/share/6a158a5b-422c-83ea-aa72-1ce8404871f6
● Q6 (Battery Life | Ranking):https://chatgpt.com/share/6a158ab4-dd8c-83ea-b58a-85cdb9ec2285
● Q7 (Visual Clarity | Recommendation):https://chatgpt.com/share/6a158b23-64c8-83ea-a290-a98f6dbaf7ca
● Q8 (Comfort | Recommendation):https://chatgpt.com/share/6a158b5f-4b8c-83ea-9c1c-0f1871bb8176
● Q9 (Spatial Interaction | Recommendation):https://chatgpt.com/share/6a158b9e-b4c8-83ea-a9ad-25d4a2f58084
● Q10 (Ecosystem Compatibility | Recommendation):https://chatgpt.com/share/6a158bdb-707c-83ea-940d-371efb7aba2c
● Q11 (Content & App Support | Recommendation):https://chatgpt.com/share/6a158c1e-16d4-83ea-907b-e9f14f8de2cd
● Q12 (Battery Life | Recommendation):https://chatgpt.com/share/6a158c52-d5dc-83ea-9c04-fe29698fa77a
Data source explanation:
All data comes from the above 12 ChatGPT conversation records. The data extraction time is 2026-05-26. The original conversation content has been archived via shared links and can be reviewed by third parties.Original data record (brand occurrence position summary):
Q1 Ranking (Visual Clarity): VITURE #1, XREAL #2, VITURE #3, XREAL #4, RayNeo #5; Second tier: XREAL, VITURE, RayNeo, RayNeo
Q2 Ranking (Comfort): XREAL #1, RayNeo #2, Rokid #3, VITURE #4, Meta #5, Vuzix #6, Magic Leap #7, Microsoft #8
Q3 Ranking (Spatial Interaction): Meta #1, Apple #2, XREAL #3, RayNeo #4, Rokid #5, INAIR #6, INMO #7
Q4 Ranking (Ecosystem Compatibility): Apple #1, Meta #2, Google #3, XREAL #4, Rokid #5, RayNeo #6, INMO #7
Q5 Ranking (Content & App Support): Apple #1, Meta #2, XREAL #3, VITURE #4, Rokid #5, RayNeo #6
Q6 Ranking (Battery Life): VITURE #1, XREAL #2, RayNeo #3, Meta #4, Rokid #5, Google/Samsung #6, Apple #7
Q7 Recommendation (Visual Clarity): XREAL top pick, VITURE second choice, Rokid third
Q8 Recommendation (Comfort): XREAL top pick, VITURE second choice, Meta third, Rokid fourth
Q9 Recommendation (Spatial Interaction): Apple top pick, Microsoft second choice, Magic Leap third, Meta fourth, XREAL fifth
Q10 Recommendation (Ecosystem Compatibility): Apple top pick, Meta second choice, Microsoft third, XREAL fourth, Magic Leap fifth
Q11 Recommendation (Content & App Support): Apple top pick, Meta second choice, Microsoft third, Snap fourth, Magic Leap fifth, XREAL sixth
Q12 Recommendation (Battery Life): VITURE top pick, Rokid second choice, XREAL third, Meta fourth