YouTube Smart Glasses Monitor

Comments-first dashboard | Window = 6 months | Positive and negative are counted independently per comment | Separate from Reddit
Last generated: 2026-03-18 08:17 AM PT
Quota today: 7,971 / 8,000 units
Per run: up to 500 units
Auto-pauses at daily cap. Next reset: 2026-03-19 12:00 AM PT
Open validation

Recent YouTube Runs

RunStatusUnitsNew VideosNew CommentsNote
970ok10100Quota before: 7870 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 7971
969ok10100Quota before: 7769 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 7870
968ok20100Quota before: 7568 | 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: 7769
967ok20100Quota before: 7367 | Search: Rokid | Query: Rokid Glasses | rokid short search:1 | Rokid videos: 6 | Skipped completed: 6 | Quota after: 7568
966ok20100Quota before: 7166 | Search: Even | Query: Even Realities G2 | even short search:1 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 7367
965ok10100Quota before: 7065 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 7166
964ok10100Quota before: 6964 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 7065
963ok10100Quota before: 6863 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 6964
962ok10200Quota before: 6761 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Quota after: 6863 | Errors: Even 83TiUbFY6fY (400)
961ok20100Quota before: 6560 | 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: 6761
960ok10100Quota before: 6459 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 6560
959ok10100Quota before: 6358 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 6459
958ok10100Quota before: 6257 | Search: Even | Query: Even Realities G2 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 6358
957ok10100Quota before: 6156 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 6257
956ok20100Quota before: 5955 | 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: 6156
955ok20100Quota before: 5754 | Search: Rokid | Query: Rokid Glasses | rokid short search:1 | Rokid videos: 6 | Skipped completed: 6 | Quota after: 5955
954ok20100Quota before: 5553 | Search: Even | Query: Even Realities G2 | even short search:1 | Even videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 5754
953ok10100Quota before: 5452 | Search: Meta Ray-Ban Display | Query: Meta Ray-Ban Display | Meta Ray-Ban Display videos: 6 | Skipped completed: 1 | Skipped cooldown: 5 | Quota after: 5553
952ok10100Quota before: 5351 | Search: Meta Ray-Ban | Query: Ray-Ban Meta | Meta Ray-Ban videos: 6 | Skipped completed: 5 | Skipped cooldown: 1 | Quota after: 5452
951ok10100Quota before: 5250 | Search: Rokid | Query: Rokid Glasses | Rokid videos: 6 | Skipped completed: 6 | Quota after: 5351

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
1715Comments
391Relevant comments
4.4%Positive rate of total comments
7.3%Negative rate of total comments

Praised Features

Camera
25 (32.9%)
Privacy
23 (30.3%)
Design
18 (23.7%)
Sound
11 (14.5%)
Connectivity
6 (7.9%)
Ai
4 (5.3%)
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
91Comments
17Relevant comments
2.2%Positive rate of total comments
4.4%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
139Comments
18Relevant comments
3.6%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

No data

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
13.6%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
2142Total 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)
1913Relevant comments analyzed
9.9%Relevant comment rate
1.6%Positive signal rate of total comments
1.7%Negative signal rate of total comments
70.1%Neutral-only rate of relevant comments
19236Total stored comments
302Positive-signal comments
327Negative-signal comments

Top Praised Features

Design
172 (57.0%)
Camera
39 (12.9%)
Privacy
29 (9.6%)
Sound
21 (7.0%)
Connectivity
21 (7.0%)
Price
20 (6.6%)
Battery
16 (5.3%)
Ai
5 (1.7%)

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 (1.4%)
Privacy
16 (0.8%)
Comfort
9 (0.5%)
Compatibility
6 (0.3%)
Camera quality
1 (0.1%)

Persona Signals

% of persona-signal comments (227)
Creator
139 (61.2%)
Traveler
80 (35.2%)
Productivity
4 (1.8%)
Casual consumer
3 (1.3%)
Tech enthusiast
1 (0.4%)
Top terms
she (5656)you (5148)her (3779)are (2304)can (2015)people (1877)not (1638)all (1573)like (1554)get (1552)was (1371)these (1346)why (1132)how (1113)but (1107)black (1098)don (1029)stealing (985)racist (973)racism (961)

Top Videos

Meta Ray-Ban Display

12 videos
12Videos (15.6% of all brands)
917Relevant comments analyzed
18.2%Relevant comment rate
4.1%Positive signal rate of total comments
2.5%Negative signal rate of total comments
66.5%Neutral-only rate of relevant comments
5049Total stored comments
209Positive-signal comments
125Negative-signal comments

Top Praised Features

Design
127 (60.8%)
Display
29 (13.9%)
Privacy
19 (9.1%)
Camera
17 (8.1%)
Navigation
13 (6.2%)
Sound
12 (5.7%)
Battery
10 (4.8%)
Price
8 (3.8%)

Top Complained Features

Privacy
64 (51.2%)
Design
59 (47.2%)
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

Battery life
21 (2.3%)
Privacy
21 (2.3%)
Usefulness
8 (0.9%)
Compatibility
8 (0.9%)
Comfort
7 (0.8%)

Persona Signals

% of persona-signal comments (100)
Creator
62 (62.0%)
Traveler
31 (31.0%)
Tech enthusiast
5 (5.0%)
Casual consumer
2 (2.0%)
Top terms
you (657)can (560)like (465)these (447)but (373)are (347)will (306)not (304)que (246)people (235)one (186)how (186)get (175)use (175)see (172)need (169)tech (168)all (167)want (167)now (161)

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 (22 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

Display
1 (100.0%)
Comfort
1 (100.0%)
Battery
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
2026-03-19 12:00 AM PTNext reset
Brand6M videosCompletedPending14D active30D coverageCooldown
Rokid2219306/60
Meta Ray-Ban1914507/82
Meta Ray-Ban Display123902/65
Even28131502/52