Featured researchA real report from the desk, on public data — this is what every report looks like.

BF.B

BROWN-FORMAN CORPEvidence as of 2026-09-02

Moneyta sentiment

Where the published evidence leans after the desk debated it — not a rating or a recommendation.

Mixedhigh confidence
−2 · strongly unfavorable0 · balanced+2 · strongly favorable

−0.1 on a −2 to +2 scale — was −0.2 before the debate changed the read.

What builds the score

Market signals
−0.4
Ownership and flow
+0.2

Solid bars are analyst rubric scores; faded bars are computed directly from data. Claims dropped in debate count for nothing; weakened claims count at half weight.

News tonecontext · not scored−0.5 observed
1 favorable1 neutral3 unfavorableacross 3 outlets

Editor's note

Written after the debate settled — the rest of the page is the evidence behind it.

GoodwinAI editor

The evidence balance is Mixed ( -0.1 of a possible +2; was -0.2 before debate) · confidence high. Price momentum is ambiguous: a 3‑month gain of +6.6% contrasts with a 6‑month decline of -4.6% and a 12‑1 momentum of -0.3%, while the share price sits below both the 50‑day SMA (price -3.3% versus the 50‑day) and the 200‑day SMA (price -2.3% versus the 200‑day) even though a golden cross is present and the crossover age is 13 days.

Trailing total‑return drawdowns are very large: a 3‑year max drawdown of -64.8% with a current drawdown from the 3‑year high of -58.9%, which ranks in the 8th percentile of the 547‑stock universe. Volatility is elevated (30‑day annualized +36.0%, 90‑day +39.3%) and income attributes stand out in the universe (TTM dividend yield +3.49%, 3‑year dividend growth +4.5%, yield ranking in the 84th percentile). Institutional 13F holdings totaled "$4.93B" as of 2026‑03‑31 but reported aggregate 13F value declined -7.6% quarter‑over‑quarter and the filing shows exited_positions: 133 and new_positions: 2; several large holders showed notable qoq reductions (FMR LLC -49.5%, BlackRock -15.6%, STATE STREET -10.0%). News coverage includes a public rejection of a $15 billion all‑cash takeover bid (story dated 11 August 2026) and prior proposal context of roughly $32 per share (~ 23% premium) before that earlier offer was cancelled or rebuffed.

How this note was made

every stage ran before the note was written
Analystsread the evidence
Debatebull ⇄ bear ×2
Chairrules on every claim
Riskstress-tests the read
Sentimentweighs what survived
Editorwrites the note

Analyst desk

Mercer, Oakes, Nash, Ellis, Yates, Talbot and Archer. The desk: named AI agents, not people. Each reads one slice of the evidence and nothing else — no outside knowledge, no browsing — so every finding traces to a source you can open.

MercerAI fundamentals analyst
no data on file

Reads the XBRL figures companies file with the SEC — revenue, margins, income, debt and share count, quarter by quarter — and reports which way the trend is running.

OakesAI filings and risk analyst
no data on file

Reads the filings themselves, above all the year-over-year diff of Item 1A risk factors: which risks a company added, dropped or quietly reworded since its last annual report.

No SEC filings on file for this symbol — foreign private issuers and newly tracked names may have none yet.

Which filings the desk reads

The desk reads the annual 10-K in full — its risk factors, and how they changed since last year. Quarterly 10-Qs and event filings (8-Ks, insider Form 4s) are listed for context but not read line by line: the 10-K is where the material risk disclosures live. A brand-new company, or one we have only just begun tracking, may have no annual report on file yet — its risk analysis fills in once that lands.

NashAI market signals analyst
−1.0

Reads the signal panel above — momentum, volatility, drawdown, relative strength and beta — and ranks each against the whole research universe rather than judging it in isolation.

The 3-month momentum is +6.6% while the 6-month momentum is -4.6% and the 12-1 momentum is -0.3%, indicating recent short-run gains but negative intermediate momentum.

Moneyta signal set · 2026-09-01weakened in debate

Price sits below both moving averages: price is -3.3% versus the 50-day SMA and -2.3% versus the 200-day SMA, though a golden cross is present and the crossover age is 13 days.

Moneyta signal set · 2026-09-01
EllisAI ownership and flow analyst
+0.0

Reads which funds hold the name and at what weight, plus insider Form 4 filings, to show the exposure you may already carry through index funds.

13F-reportable institutional holders reported aggregate holdings valued at "$4.93B" for the reporting period ended 2026-03-31.

13F holdings · 581 filers · as of 2026-03-31

The top reported 13F holders listed VANGUARD CAPITAL MANAGEMENT LLC at "$387.9M", VANGUARD PORTFOLIO MANAGEMENT LLC at "$352.3M", FMR LLC at "$337.9M", BlackRock, Inc. at "$319.0M", and STATE STREET CORP at "$266.6M" (as of 2026-03-31).

13F holdings · 581 filers · as of 2026-03-31
YatesAI news analyst
+0.0

Reads recent headlines that are genuinely about this company, ignoring rating chatter and market-wide stories. Findings argue in the debate but never move the sentiment score.

The company publicly rejected a renewed $15 billion all-cash takeover bid from Sazerac, calling the proposal "not actionable" (the story ran 11 August 2026).

News · finance.yahoo.com · 2026-08-11

Coverage notes that Sazerac had previously proposed roughly $32 per share (about a 23% premium) before the proposal was cancelled or rebuffed in late July/early August 2026.

News · simplywall.st · 2026-08-06
TalbotAI insider activity analyst
no data on file

Reads parsed Forms 3/4/5 — who bought or sold, at what size, and whether a 10b5-1 plan was involved. Flags clustered open-market officer buying; treats plan sales as routine and never counts a fund or 10%-holder as an officer.

No SEC identity on file for this symbol — insider filings cannot be looked up.

ArcherAI valuation analyst
no data on file

Reads the implied-expectations math built from the company's own filings (the growth rate today's price would justify, and the multiples beside it) and argues whether the market's bar looks high or low for this business. Never turns the math into a target.

The filings on record don't carry four quarters of both operating cash flow and capital expenditure. IFRS filers report no common capex concept, so no FCF claim is made..

Debate and risk review

A bull and a bear contest the claims and the chair rules on each; the risk review stress-tests what survived.

Debate1 round · 7 claims contested

A bull and a bear argue the analysts' claims across two rounds, then a chair rules on each one. Only what survives feeds the score — the argument is shown, not hidden, so you can judge the reasoning yourself.

The bull case

Several claims together support a favorable read despite recent weakness: institutional ownership remains large in dollar terms with top asset managers still holding sizable positions (ownership-0, ownership-1), the stock shows renewed short-run positive momentum (market-0) and a technical bullish signal in the form of a recent golden cross (market-1), and independent DCF-focused coverage flags partial undervaluation (news-2). These points counterbalance headline drawdown and short-term weakness: the large institutional dollar holdings are a strong, verifiable datapoint (13F values), the 3-month momentum and the golden-cross signal are moderate-strength market-timing signals, and the valuation commentary is moderate-strength because it reflects multiple outlets citing cash-flow work. Evidence strength: ownership claims are strong; market technicals and short-term momentum are moderate; valuation mentions are moderate but not unanimous. Together these claims jointly support a constructive interpretation of the company’s positioning while acknowledging the contrasting negative signals.

The bear case

Chair's verdict, claim by claim

The company publicly rejected a renewed $15 billion all-cash takeover bid from Sazerac, calling the proposal "not actionable" (the story ran 11 August 2026).The company’s public rejection of Sazerac’s $15B all-cash bid and the quoted characterization as 'not actionable' are discrete news items corroborated by the source.upheld
Coverage notes that Sazerac had previously proposed roughly $32 per share (about a 23% premium) before the proposal was cancelled or rebuffed in late July/early August 2026.Reporting that Sazerac had previously proposed roughly $32 per share (~23% premium) before cancellation/rebuff is a specific historical news detail supported by the coverage.upheld
The 3-month momentum is +6.6% while the 6-month momentum is -4.6% and the 12-1 momentum is -0.3%, indicating recent short-run gains but negative intermediate momentum.The momentum datapoints are factual but flagged as a market-wide condition (368 of 547 names showing similar momentum), reducing this claim’s specificity and standalone strength.weakened
Risk review

Fragility · computed, not argued

balanced0.39

17 surviving claims rest on 8 distinct sources; the heaviest analyst carries 35% of them, and 88% of what the desk raised survived the debate.

The read rests on a small set of distinct sources and a single analyst is carrying a large share of surviving claims, so the overall signal has moderate concentration risk and is somewhat analyst-dependent. The high survival rate through debate means the desk treated most challenges as durable, but because many claims cluster by source type (market signals and a few big filings), the read should be treated as informative yet fragile to a few key data changes.

Disconfirming evidence · base rates · falsifiers

Context

Outside consensus, and where this name already sits in your own portfolio.

The street's viewAnalyst consensus · third-party · 2026-09-02
Buy Hold Sell Target

Third-party consensus shown for context. It never enters Moneyta sentiment — when the two diverge, the debate above is where the why lives.

What this was built from

Every figure on this page traces to one of these. The desk reads only what is listed here — no outside knowledge, no browsing — and each card shows who read it and what it contributed to the score.

1 signal set

Moneyta signal set

Computed from our own end-of-day price history and ranked against the whole research universe. No AI involved.

Read by Nash−0.4 to the score

2 holdings records· 1 cited

Fund holdings

Which funds hold this name and at what weight, plus insider Form 4 filings.

Read by Ellis+0.2 to the score

8 headlines· 2 cited

News coverage

Recent headlines about this company, rating chatter excluded and nothing published after the report date.

Read by Yatesnothing survived

1 record· 0 cited

Company profile

Sector, industry and company details.

1 record· 0 cited

Analyst consensus

Third-party consensus, shown for context only — it never enters Moneyta sentiment.

Read means we pulled and handed it to an analyst; cited means a claim on this page points at it. Reading twelve quarters to state one trend is normal — the gap is shown rather than hidden.

Social sentiment

Crowd chatter as an evidence stream.

Coming soon

Aggregated tone from public social feeds will join the desk as its own evidence stream — read by its own analyst, contested in the same debate, and shown with the same sourcing as every other claim. Until it earns that bar, nothing renders here.

RPT-ad0ddb0bevidence d074fb1ca069generated 9/2/2026, 2:19:44 PM · 106s11 model calls View trail

Written by AI, checked against sources

The analysts, the bull–bear debate and the editor's note are AI agents reading only the evidence listed on this page. They can misread a filing or a headline, which is why every claim cites a source you can open and check yourself. The sentiment score is arithmetic over the claims that survived the debate, not a language model's opinion.

Educational analysis of published data. Moneyta does not give investment advice or make recommendations. Past patterns do not indicate future results.

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Institutional holders

Net institutional flow, Q/Q

Largest holder position

Insider buys, 90 days

Clustered insider value

Street target range

The real figures are for members. Educational analysis, not advice.

Educational analysis of published data. Moneyta does not give investment advice or make recommendations.