YouTube Smart Glasses Monitor

Comments-first dashboard | Window = 6 months | Positive and negative are counted independently per comment | Separate from Reddit
Last generated: 2026-03-17 05:27 PM PT
Quota today: 4,642 / 8,000 units
Per run: up to 500 units
Auto-pauses at daily cap. Next reset: 2026-03-18 12:00 AM PT
Open validation

Recent YouTube Runs

RunStatusUnitsNew VideosNew CommentsNote
864ok20100Quota before: 4441 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | meta short search:1 | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 4642
863ok10100Quota before: 4340 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 4441
862ok10100Quota before: 4239 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 4340
861ok10100Quota before: 4138 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 4239
860ok10100Quota before: 4037 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 4138
859ok20100Quota before: 3836 | Search: Rokid | Query: Rokid Glasses | rokid short search:1 | Rokid videos: 6 | Skipped completed: 6 | Quota after: 4037
858ok20100Quota before: 3635 | Search: Even | Query: Even Realities G2 | even short search:1 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 3836
857ok20100Quota before: 3434 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | meta display short search:1 | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 3635
856ok10100Quota before: 3333 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 3434
855ok10100Quota before: 3232 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 3333
854ok10100Quota before: 3131 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 3232
853ok10100Quota before: 3030 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 3131
852ok20100Quota before: 2829 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | meta short search:1 | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 3030
851ok10100Quota before: 2728 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 2829
850ok10100Quota before: 2627 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 2728
849ok10100Quota before: 2526 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 2627
848ok10100Quota before: 2425 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 2526
847ok20100Quota before: 2224 | Search: Rokid | Query: Rokid Glasses | rokid short search:1 | Rokid videos: 6 | Skipped completed: 6 | Quota after: 2425
846ok20100Quota before: 2023 | Search: Even | Query: Even Realities G2 | even short search:1 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 2224
845ok20100Quota before: 1822 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | meta display short search:1 | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 2023

Last 30 Days Comment Snapshot

Short-horizon comment view by brand. Same attribution logic as the main dashboard, but only recent 30-day comments.

Rokid

Last 30 days
92Comments
17Relevant comments
8.7%Positive rate of total comments
3.3%Negative rate of total comments

Praised Features

Sound
3 (37.5%)
Price
3 (37.5%)
Translation
1 (12.5%)
Camera
1 (12.5%)
Ai
1 (12.5%)
Design
1 (12.5%)

Complained Features

Price
2 (66.7%)
Sound
1 (33.3%)
Design
1 (33.3%)

Product Doubts

No data

Persona Signals

% of persona-signal comments (2)
Traveler
1 (50.0%)
Creator
1 (50.0%)

Meta Ray-Ban

Last 30 days
1723Comments
394Relevant comments
4.5%Positive rate of total comments
7.2%Negative rate of total comments

Praised Features

Camera
26 (33.8%)
Privacy
23 (29.9%)
Design
18 (23.4%)
Sound
11 (14.3%)
Connectivity
6 (7.8%)
Ai
4 (5.2%)
Price
1 (1.3%)
Navigation
1 (1.3%)

Complained Features

Privacy
200 (160.0%)
Camera
14 (11.2%)
Design
11 (8.8%)
Connectivity
3 (2.4%)
Display
2 (1.6%)
Sound
1 (0.8%)
Ai
1 (0.8%)
Price
1 (0.8%)

Product Doubts

Privacy
11 (2.8%)
Compatibility
1 (0.3%)

Persona Signals

% of persona-signal comments (115)
Creator
111 (96.5%)
Traveler
2 (1.7%)
Productivity
1 (0.9%)
Casual consumer
1 (0.9%)

Meta Ray-Ban Display

Last 30 days
86Comments
17Relevant comments
2.3%Positive rate of total comments
4.7%Negative rate of total comments

Praised Features

Camera
1 (50.0%)
Design
1 (50.0%)

Complained Features

Design
3 (75.0%)
Battery
2 (50.0%)
Price
1 (25.0%)

Product Doubts

Battery life
1 (5.9%)

Persona Signals

% of persona-signal comments (1)
Creator
1 (100.0%)

Even

Last 30 days
141Comments
19Relevant comments
3.5%Positive rate of total comments
1.4%Negative rate of total comments

Praised Features

Translation
1 (20.0%)
Connectivity
1 (20.0%)
Navigation
1 (20.0%)
Display
1 (20.0%)
Design
1 (20.0%)

Complained Features

Battery
1 (50.0%)
Connectivity
1 (50.0%)

Product Doubts

Compatibility
1 (5.3%)

Persona Signals

% of persona-signal comments (4)
Traveler
2 (50.0%)
Creator
1 (25.0%)
Tech enthusiast
1 (25.0%)

Brand Comments

Signals from each brand's own video ecosystem.

Rokid

19 videos
19Videos (24.7% of all brands)
291Relevant comments analyzed
13.5%Relevant comment rate
3.4%Positive signal rate of total comments
1.4%Negative signal rate of total comments
67.3%Neutral-only rate of relevant comments
2150Total stored comments
73Positive-signal comments
30Negative-signal comments

Top Praised Features

Design
27 (37.0%)
Sound
13 (17.8%)
Price
10 (13.7%)
Camera
8 (11.0%)
Navigation
7 (9.6%)
Translation
6 (8.2%)
Battery
5 (6.8%)
Ai
4 (5.5%)

Top Complained Features

Design
15 (50.0%)
Privacy
8 (26.7%)
Price
6 (20.0%)
Camera
5 (16.7%)
Sound
3 (10.0%)
Connectivity
3 (10.0%)
Battery
3 (10.0%)
Comfort
2 (6.7%)

Top Product Doubts

Privacy
8 (2.7%)
Compatibility
7 (2.4%)
Camera quality
2 (0.7%)
Usefulness
1 (0.3%)
Battery life
1 (0.3%)

Persona Signals

% of persona-signal comments (40)
Creator
21 (52.5%)
Traveler
14 (35.0%)
Tech enthusiast
3 (7.5%)
Casual consumer
2 (5.0%)
Top terms
you (400)are (181)can (161)like (146)not (112)smart (110)but (104)que (102)these (92)one (78)was (70)all (65)sarah (64)will (63)get (62)display (57)love (55)need (53)good (51)really (51)

Top Videos

Meta Ray-Ban

19 videos
19Videos (24.7% of all brands)
1933Relevant comments analyzed
10.0%Relevant comment rate
1.6%Positive signal rate of total comments
1.7%Negative signal rate of total comments
70.2%Neutral-only rate of relevant comments
19302Total stored comments
306Positive-signal comments
327Negative-signal comments

Top Praised Features

Design
173 (56.5%)
Camera
41 (13.4%)
Privacy
29 (9.5%)
Sound
21 (6.9%)
Connectivity
21 (6.9%)
Price
20 (6.5%)
Battery
16 (5.2%)
Ai
5 (1.6%)

Top Complained Features

Privacy
238 (72.8%)
Design
115 (35.2%)
Price
53 (16.2%)
Camera
27 (8.3%)
Connectivity
17 (5.2%)
Display
15 (4.6%)
Battery
12 (3.7%)
Comfort
5 (1.5%)

Top Product Doubts

Battery life
26 (1.3%)
Privacy
16 (0.8%)
Comfort
9 (0.5%)
Compatibility
6 (0.3%)
Camera quality
1 (0.1%)

Persona Signals

% of persona-signal comments (229)
Creator
140 (61.1%)
Traveler
81 (35.4%)
Productivity
4 (1.7%)
Casual consumer
3 (1.3%)
Tech enthusiast
1 (0.4%)
Top terms
she (5656)you (5172)her (3779)are (2314)can (2034)people (1885)not (1648)all (1582)like (1561)get (1560)was (1374)these (1353)why (1136)but (1119)how (1117)black (1100)don (1031)stealing (985)racist (973)racism (961)

Top Videos

Meta Ray-Ban Display

12 videos
12Videos (15.6% of all brands)
958Relevant comments analyzed
19.3%Relevant comment rate
4.4%Positive signal rate of total comments
2.5%Negative signal rate of total comments
66.9%Neutral-only rate of relevant comments
4954Total stored comments
219Positive-signal comments
125Negative-signal comments

Top Praised Features

Design
134 (61.2%)
Display
29 (13.2%)
Privacy
20 (9.1%)
Camera
17 (7.8%)
Navigation
13 (5.9%)
Sound
13 (5.9%)
Battery
10 (4.6%)
Price
9 (4.1%)

Top Complained Features

Privacy
64 (51.2%)
Design
60 (48.0%)
Price
19 (15.2%)
Display
12 (9.6%)
Camera
10 (8.0%)
Battery
8 (6.4%)
Comfort
8 (6.4%)
Connectivity
7 (5.6%)

Top Product Doubts

Privacy
23 (2.4%)
Battery life
22 (2.3%)
Usefulness
8 (0.8%)
Comfort
8 (0.8%)
Compatibility
7 (0.7%)

Persona Signals

% of persona-signal comments (108)
Creator
64 (59.3%)
Traveler
37 (34.3%)
Tech enthusiast
5 (4.6%)
Casual consumer
2 (1.9%)
Top terms
you (687)can (597)like (490)these (466)but (384)are (370)will (328)not (317)people (251)que (246)how (198)one (195)get (186)see (182)use (181)need (176)now (175)tech (173)want (173)more (167)

Top Videos

Even

27 videos
27Videos (35.1% of all brands)
735Relevant comments analyzed
22.4%Relevant comment rate
6.5%Positive signal rate of total comments
2.6%Negative signal rate of total comments
63.1%Neutral-only rate of relevant comments
3286Total stored comments
212Positive-signal comments
85Negative-signal comments

Top Praised Features

Design
122 (57.5%)
Display
43 (20.3%)
Translation
19 (9.0%)
Connectivity
19 (9.0%)
Price
12 (5.7%)
Navigation
11 (5.2%)
Battery
9 (4.2%)
Ai
7 (3.3%)

Top Complained Features

Price
33 (38.8%)
Design
24 (28.2%)
Privacy
15 (17.6%)
Camera
14 (16.5%)
Sound
10 (11.8%)
Connectivity
6 (7.1%)
Battery
5 (5.9%)
Display
4 (4.7%)

Top Product Doubts

Compatibility
12 (1.6%)
Battery life
12 (1.6%)
Usefulness
4 (0.5%)
Comfort
3 (0.4%)
Privacy
1 (0.1%)

Persona Signals

% of persona-signal comments (73)
Traveler
40 (54.8%)
Creator
12 (16.4%)
Casual consumer
8 (11.0%)
Productivity
7 (9.6%)
Tech enthusiast
6 (8.2%)
Top terms
you (731)can (439)like (381)are (366)but (356)not (281)these (272)need (186)how (180)will (173)get (171)use (160)was (157)more (141)see (141)don (134)one (133)now (129)ring (128)all (128)

Top Videos

Cross-Brand Mention Signals

Signals about a brand that appear under competitor videos. `Explicit comparison only` means the comment contains direct comparison language such as `vs`, `compare`, `better than`, `prefer`, or `instead of`.

Rokid

Cross-brand
Mentions of this brand under competitor videos only (3 relevant comments)
0Positive mentions
0Negative mentions
Positive source split: No cross-brand mentions
Negative source split: No cross-brand mentions

Praised Features

No data

Complained Features

No data
Only comments with explicit comparison language (1 relevant comments)
0Positive mentions
0Negative mentions
Positive source split: No cross-brand mentions
Negative source split: No cross-brand mentions

Praised Features

No data

Complained Features

No data

Meta Ray-Ban

Cross-brand
Mentions of this brand under competitor videos only (23 relevant comments)
3Positive mentions
2Negative mentions
Positive source split: Even: 2 | Rokid: 1
Negative source split: Rokid: 1 | Meta Ray-Ban Display: 1

Praised Features

Design
2 (66.7%)
Price
1 (33.3%)

Complained Features

Price
1 (50.0%)
Design
1 (50.0%)
Only comments with explicit comparison language (4 relevant comments)
2Positive mentions
0Negative mentions
Positive source split: Even: 2
Negative source split: No cross-brand mentions

Praised Features

Design
2 (100.0%)

Complained Features

No data

Meta Ray-Ban Display

Cross-brand
Mentions of this brand under competitor videos only (38 relevant comments)
11Positive mentions
1Negative mentions
Positive source split: Even: 5 | Rokid: 4 | Meta Ray-Ban: 2
Negative source split: Even: 1

Praised Features

Display
8 (72.7%)
Design
2 (18.2%)
Camera
2 (18.2%)
Sound
1 (9.1%)
Connectivity
1 (9.1%)

Complained Features

Battery
1 (100.0%)
Only comments with explicit comparison language (9 relevant comments)
5Positive mentions
0Negative mentions
Positive source split: Even: 4 | Rokid: 1
Negative source split: No cross-brand mentions

Praised Features

Display
3 (60.0%)
Design
2 (40.0%)
Camera
1 (20.0%)

Complained Features

No data

Even

Cross-brand
Mentions of this brand under competitor videos only (5 relevant comments)
1Positive mentions
0Negative mentions
Positive source split: Rokid: 1
Negative source split: No cross-brand mentions

Praised Features

Comfort
1 (100.0%)
Battery
1 (100.0%)
Display
1 (100.0%)

Complained Features

No data
Only comments with explicit comparison language (3 relevant comments)
0Positive mentions
0Negative mentions
Positive source split: No cross-brand mentions
Negative source split: No cross-brand mentions

Praised Features

No data

Complained Features

No data

Sync Health (Internal)

Not for teammate-facing interpretation
Not blockedRemote YouTube quota block
NormalCurrent sync state
2026-03-18 12:00 AM PTNext reset
Brand6M videosCompletedPending14D active30D coverageCooldown
Rokid2219306/60
Meta Ray-Ban1914507/81
Meta Ray-Ban Display123902/65
Even28131502/52