CQI Score (365d)
73.5
(C)
Confidence: Developing
Channel Category Peer Set: Finance & Business
Verified Endorsements
Endorsed: 0
Caution: 0
Specialist-aligned reviews only
Verified Reviewer Notes
Human context on channel content
High-signal notes from vetted reviewers (category specialists).
No verified reviewer notes have been submitted for this channel yet.
Channel Artifact Metrics
Cross-video correlations and peer comparison
Uses AI artifacts (claims/topics/risk flags) extracted per video.
Peer set: channels whose dominant category is Finance & Business.
Top Frame & Tone
From recent scored videos (artifacts)
Most common primary frame
1
50%
1 vids
2
50%
1 vids
Coverage: 2 / 19 recent scored videos had narrative framing.
Most common tone
1
100%
2 vids
Avg claims/video vs peers
Same dominant category
Videos analyzed (scored)
19
Videos with artifacts
9
Avg claims / scored video
1.74
Avg claims / artifact video
3.67
Total claims (all scored vids)
33
Channel Quality
Scores, reach & risk profile
Channel CQI Score (365d)
73.5 (C)
Verified endorsements (all videos)
Endorsed: 0
Caution: 0
Category peer benchmark
Compared with other Finance & Business channels we've scored in the past year.
This channel's CQI score is higher than
23% of its peers
(n = 395).
Ticks mark the 25th / 50th / 75th percentile scores in this category. The blue dot is this channel.
Subscribers
228.00K
Total channel views
48.59M
YouTube videos (total)
451
Stats last refreshed
2026-02-09 03:16:04
Videos analyzed (CQI)
19
Avg AI overall score
61.6
Red-flag videos (quality/safety)
5
Language & Tone
Total flagged word occurrences (scored videos)
706
Average flagged words per scored video
39.22
Based on stored transcript tallies (not AI artifacts).
Grade distribution (per video)
Dimension averages (1-5)
Factual accuracy
3.17 / 5
Sponsorship transparency
3.33 / 5
Clickbait integrity
3.72 / 5
Misinformation risk
3.56 / 5
Safety & ethics
3.67 / 5
Usefulness & structure
3.11 / 5
Feedback from CQI subscribers on individual videos. Newest first.
No subscriber comments have been submitted for this channel yet.
Content & AI Review
Category mix & recent videos
Category mix (by scored videos):
Finance & Business - 42%
Lifestyle & Vlogs - 32%
Health, Fitness & Nutrition - 5%
Entertainment & Pop Culture - 5%
Religion & Spirituality - 5%
News & Politics - 5%
Category drift (recent videos)
Over the last 18 scored videos, this channel's normal category has been
Finance & Business.
10 videos (55.6%) drift into other categories.
On-category (Finance & Business)
Off-category drift
Oldest left - Newest right
Recent VIDEO CQI Reports
The video discusses why fewer people were overweight in 1970s America compared to today. It highlights changes in food habits, portion sizes, and lifestyle, noting that people were more active and ate home-cooked meals, leading to healthier weights.
The discussion centers on the high costs of health insurance, with many people, including physicians, canceling their plans due to expensive premiums and deductibles. They share experiences of paying out-of-pocket for healthcare and question the value of traditional insurance.
The discussion focuses on the feelings of dread among Millennials and Gen Z due to job insecurity, rising costs of living, and societal pressures. The speakers highlight the impact of social media, economic challenges, and changing career paths, emphasizing a disconnect between generations.