Artificial intelligence
2 observations across 2 KOL feeds
Social sentiment & KOL insights
Follow the language, recurring themes and differences across public financial discussions and selected commentator feeds. Every observation links to its source.
How these signals are calculatedFilter the observations
- Observations
- 72
- Source accounts / feeds
- 5
- Channels with observations
- 3
- Net text tone
- -35.7Classified observations: 14
Channel coverage
Coverage reflects the configured feeds, not platform-wide access. A successful check can contain no posts in the selected window.
| Channel | Feed access | Observations | Positive language | Negative language | Mixed language | Unclassified |
|---|---|---|---|---|---|---|
| Bluesky | Fetched1 configured feeds | 28 | 3 | 3 | 0 | 22 |
| Feed errors2 configured feeds | 25 | 0 | 2 | 1 | 22 | |
| YouTube | Fetched3 configured feeds | 19 | 1 | 4 | 0 | 14 |
| X | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| StockTwits | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Telegram | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Xiaohongshu | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| TikTok | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Threads | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Discord | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
Last successful feed check:
What KOL feeds are discussing
Recurring themes across selected commentator feeds, grouped from matched topics. Language counts are not a statement of the authors’ positions.
KOL feeds onlyETFs
2 observations across 2 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
Inflation
4 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 2
- Mixed language
- 0
- Unclassified
- 1
Economy
2 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
Interest rates
2 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Property
1 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 0
Risk
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 1
Trade
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Valuation
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
- How BAD Are Stock Valuations Really?The Plain Bagel
KOL source digest
A compact view of each selected commentator feed and its latest matching publications. Inclusion is not an endorsement or a verified performance ranking.
我要做富翁
Original profileYouTube · 15 matching publications
- Positive language
- 1
- Negative language
- 3
- Mixed language
- 0
- Unclassified
- 11
- 賭波賭馬成日中，但長玩必輸？點解買股票就無事？拆解莊家必贏之謎！期望值：買中≠賺錢，揭散戶最易踩中的「賭徒投資法」【施傅教學】#投機 #投資 #賭博
- 大家幾歲開始學投資？tradingmeme #shorts #107
- 月供緊嘅各位又係咪咁容易就動搖？ #shorts #investment #115
Ben Felix
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
The Plain Bagel
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
- How BAD Are Stock Valuations Really?
- Investment Analyst Reacts to Finance TikToks - Doomsday Doomscrolling
Original-source observations
Newest first. Text-tone labels describe literal language in the title and excerpt only.
Joel Kaplan to step down as Meta global affairs chief ft.trib.al/xEz23m5
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
UK to approve development of Jackdaw gasfield in North Sea ft.trib.al/LDLLH7l
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
SPCX and NFLX. Tale of Two Outlooks..All-in with Space sector?
Time to be in Space!! Wonder how are LEAPS doing? SpaceX blew past expectations with $14.58 billion in revenue (vs. $12.72B expected) and $0.35 EPS (vs. $0.14 expected), driven by massive AI data center rentals and Starlink expansions. AI infrastructure demand and rapid Starlink scaling shows a hyper-growth trajectory....despite any potential cap-ex…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Boeing wins approval for Max 10 jet in boost for turnaround efforts ft.trib.al/3N3fkkQ
Positive language
Matched language
Positive terms: turnaround
SGOV yield change due to Fed action on 9/16
The Fed raised rates 25 basis points (0.25 percentage points) on 9/16. SGOV has gone up 10 basis points in one month; between 9/16 (3.64%) and 10/16 (3.74%). It's SEC Yield is still sitting at 3.74% on 10/20. Is there any further increase expected – due to the Fed action in September? Or has SGOV capped out at 3.74%?
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
SpaceX’s data centre deals boost revenue by 161% ft.trib.al/rLHO1q2
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Breaking news: Netflix's shares fell as much as 5% after the streaming group gave a downbeat outlook for the rest of the year as it…
Breaking news: Netflix's shares fell as much as 5% after the streaming group gave a downbeat outlook for the rest of the year as it struggles to draw in new subscribers and pins its hopes on a former Disney executive to reignite its creative products. ft.trib.al/pLLg5fW
Negative language
Matched language
Negative terms: fell, downbeat
Who are the Black Bloc? ft.trib.al/mfJAM5E
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
In Brazil, the gig economy has become an informal safeguard, as the country's strong economic figures mask heavy discontent.…
In Brazil, the gig economy has become an informal safeguard, as the country's strong economic figures mask heavy discontent. ft.trib.al/5U2pzN9
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Voters in the province were asked if they would support a referendum on whether to leave Canada. With 80% of the ballots counted, more…
Voters in the province were asked if they would support a referendum on whether to leave Canada. With 80% of the ballots counted, more than 75% voted against holding a poll while 25% voted in favour. ft.trib.al/W4eIT72
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
The US president said he expects to spend more than $400mn on advertising and voter outreach by midterm election day on November 3.…
The US president said he expects to spend more than $400mn on advertising and voter outreach by midterm election day on November 3. ft.trib.al/EXemkjU
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Trump pledges to spend $400mn on Republican Party campaigns ft.trib.al/5frZV16
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
My research on Masterworks (a fractional art investing platform), what it reveals, and my resulting opinion
Link to pdf upload of substack post (there are some missing graphs and formatting quirks): TLDR; "Masterworks is an art investment platform that sells fractional shares in individual artworks through Regulation A offerings. It buys a piece of art, registers the offering with the SEC, and sells shares in $20 increments to retail investors on its platform…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Audit regulator takes control of inquiry into Man City accounts ft.trib.al/GgdyFP4
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Donald Trump’s Iran war has some unlikely winners. Oil and gas production has surged in countries in the Americas, from Canada to…
Donald Trump’s Iran war has some unlikely winners. Oil and gas production has surged in countries in the Americas, from Canada to Argentina, as buyers rush to replace supply lost because of disruption in the Strait of Hormuz. ft.trib.al/OiGeWcB
Positive language
Matched language
Positive terms: surged
Police rearrest two men over RAF Fairford incident ft.trib.al/E4fmqUc
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Britain’s budget should build on its economic resilience ft.trib.al/tqoX4Ul | opinion
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How Has Your Life Changed Since You Started Investing?
Hey everyone, I’m really curious about how your life has changed since you started investing If you’re a conservative investor, has investing made you feel more confident about your future and more optimistic about what lies ahead? And if you’re someone who invests in high-risk individual stocks, how does your life change with your gains or losses? Do you…
Mixed language
Matched language
Positive terms: optimistic
Negative terms: losses
France is adrift ft.trib.al/pe3L70i | opinion
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Sullivan & Cromwell to double London office space as US firms shake up UK legal market ft.trib.al/BV8F3Ci
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Older Americans brace for higher healthcare costs ft.trib.al/TYNztVE
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Best Money Market ETF or Similar for Roth IRA
I lump sum my annual Roth IRA contributions, but like to DCA the investment purchases. What's the highest yielding no-risk etf for keeping the cash in the Roth IRA until it's invested in my core holdings? Please no advice on lump sum vs DCA, that is not the purpose of my post. I prefer ETFs over mutual funds because I want to sell and buy immediately…
Matched language
No matched sentiment terms; not treated as neutral.
OKLO’s Market Value Beyond Cash Has Fallen 91% in the Last Year
At a $5B market cap and roughly $3B in reported cash and marketable securities, you're looking at around $2B for the rest of the business. Back in October 2025, when the stock hit $171.56, the market cap was around $25.3B, with less than $1B in cash. Subtract the cash and you get roughly $24.4B. So the market value beyond cash has gone from $24.4B to about…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Witkoff to meet Zelenskyy before travelling to Moscow ft.trib.al/4cmJ20K
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How these signals are calculated
A transparent English/Chinese word list classifies literal positive and negative terms. Both kinds means mixed; no matches means unclassified. This is not a semantic model: sarcasm, negation and context can reverse meaning. A negative title does not establish a bearish market position. Video feeds provide titles and descriptions, not transcripts.
Net text tone = 100 × (positive − negative) / (positive + negative + mixed). Unclassified observations are excluded, not scored as neutral. Each post has equal weight; popularity and engagement do not increase its weight.
Source counts identify distinct feed accounts, not distinct people. Community feeds can contain many authors, and the same person across channels is not identity-matched. KOL themes and digests include only explicitly selected KOL feeds. Counts and evidence use the current filters and publication window; old stored posts are excluded.
For educational and informational purposes. Social discussion can be incomplete, manipulated or incorrect; these observations are not forecasts or verified claims.