{ "schema": "theclaudetrader.research_packet.v1", "generated_at": "2026-10-31T18:13:01+00:00", "snapshot_date": "2026-10-31", "about": { "site": "The Claude Trader", "what_this_is": "Evidence-first research record built from SEC XBRL, SEC Form 4 and exchange prices. Deterministic rule scores with every input linked to its source. No recommendations. fair_value_model is a labelled model estimate from SEC filings, not a price target or recommendation (method: /fair-value).", "publishes": "Facts and their provenance only; no holdings, targets, estimates or recommendations.", "how_to_answer": [ "State the snapshot date and each score's data_as_of.", "Quote scores with their status: ok = complete; partial / insufficient = a test was excluded because an input was absent or older than 550 days. Repeat each warning beside the number it affects; a 'stale' warning means the input was used but is older than 120 days (price: 7 days).", "Cite the source URL for any number you repeat.", "Say what is missing; never present holdings or targets as this site's (it has none).", "If asked for a shortlist or portfolio: build it from the user's horizon, risk, benchmark, exclusions and limits; cite inputs, explain inclusion and thesis risks; label weights as your synthesis, distinct from these deterministic scores; no promised outperformance or invented expected returns." ] }, "company": { "ticker": "AEP", "name": "American Electric Power Co Inc", "legal_name": "AMERICAN ELECTRIC POWER CO INC", "cik": "0000004904", "exchange": "Nasdaq", "industry": "Electric Services", "sic": "4911", "fiscal_year_end": "1231", "is_financial": false, "is_utility": true }, "price": { "value": 130.21, "as_of": "2026-10-30", "source": "Alpaca Market Data (consolidated SIP daily bar)", "url": "https://docs.alpaca.markets/docs/historical-stock-data-1" }, "market_cap": { "value": 70902773429.3, "as_of": "2026-10-30", "unit": "USD", "meaning": "price on the price date x latest reported point-in-time shares (see inputs.share_count_as_of)", "warning": null, "unavailable_reason": null, "inputs": { "traded_price": { "value": 130.21, "as_of": "2026-10-30", "unit": "USD per traded unit (share or ADS)", "source": "Alpaca Market Data (consolidated SIP daily bar)", "url": "https://docs.alpaca.markets/docs/historical-stock-data-1" }, "sec_shares_outstanding": { "value": 544526330.0, "unit": "underlying shares", "concept": "SEC cover page 10-Q 0000004904-26-000072 (544,526,330 shares (single class on cover) (other registrants on a combined cover excluded: AEP Texas 100; APPALACHIAN POWER COMPANY 13,499,500; INDIANA MICHIGAN POWER COMPANY 1,400,000; OHIO POWER COMPANY 27,952,473; PUBLIC SERVICE COMPANY OF OKLAHOMA 9,013,000; SOUTHWESTERN ELECTRIC POWER COMPANY 3,680)); filing document https://www.sec.gov/Archives/edgar/data/4904/000000490426000072/aep-20260930.htm", "period_end": "2026-10-28", "accession": "0000004904-26-000072", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000072/R1.htm" }, "depositary_ratio": { "value": 1.0, "unit": "underlying shares per traded unit", "status": "domestic", "source": "10-K filer; SEC shares are the traded units", "evidence_url": null, "evidence_form": null, "evidence_filed": null, "body_snippet": null }, "formula": "market_value = traded_price (price date) / depositary_ratio x latest point-in-time SEC shares outstanding (share-count date shown; from the filing cover page, summed across share classes only where the issuer filing verifies the classes are economically equivalent (rule + evidence URL in the source text), else withheld; priced at the primary listed class, so where other classes trade at a different price the value is an approximation; restated only for issuer-verified splits after the count date); weighted-average share counts are never used", "split_adjustment": null, "share_count_as_of": "2026-10-28", "share_count_age_days_at_price_date": 2, "warning": null, "computed": "130.21 (price 2026-10-30) / 1 x 544,526,330 (shares at 2026-10-28) = 70,902,773,429" } }, "scores": { "graham": { "score": 82.0, "status": "ok", "complete": true, "passes_all": false, "summary": "Graham Defensive: 82 of 100 (ok). Adequate size: 21.88 revenue $B \u2192 5.0/5; Debt <= 2x equity (utility rule): 1.47 \u2192 30.0/30; Positive earnings each of 10 years: 10 of 10 \u2192 15.0/15; Dividends every year for 20 years: 20 of 20 \u2192 15.0/15; EPS growth, 3-yr avg now vs 10 yrs ago: 2.92 -> 5.49 (+88%) \u2192 10.0/10; P/E on 3-year average EPS: 23.7 \u2192 1.9/15; P/B <= 1.5, or P/E x P/B <= 22.5: P/B 2.23, product 52.8 \u2192 5.1/10", "data_as_of": "2025-12-31", "history": [ "2013", "2025" ], "price_as_of": "2026-10-30", "coverage": null, "verification": { "verified": 14, "mismatch": 0, "unverified": 21, "not_cross_checked": 2 }, "warnings": [ "stale (warning, input still used): current-period inputs older than 120 days: Revenue, current_assets, current_liabilities, lt_debt, equity; inputs older than 550 days are excluded and make the test insufficient" ], "components": [ { "test": "1", "name": "Adequate size", "value": 21.88, "unit": "revenue $B", "threshold": ">= 1", "points": 5.0, "max": 5 }, { "test": "2", "name": "Debt <= 2x equity (utility rule)", "value": 1.47, "unit": null, "threshold": "<= 2.0", "points": 30.0, "max": 30, "note": null }, { "test": "3", "name": "Positive earnings each of 10 years", "value": "10 of 10", "threshold": "10 of 10", "points": 15.0, "max": 15 }, { "test": "4", "name": "Dividends every year for 20 years", "value": "20 of 20", "threshold": "20 of 20", "points": 15.0, "max": 15, "missing_years": [], "cross_check": { "verified_years": [ 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025 ], "mismatch_years": [], "unverified_years": [ 2006, 2007, 2008, 2009, 2010, 2011, 2012 ] }, "note": null }, { "test": "5", "name": "EPS growth, 3-yr avg now vs 10 yrs ago", "value": "2.92 -> 5.49 (+88%)", "threshold": ">= +33%", "points": 10.0, "max": 10 }, { "test": "6", "name": "P/E on 3-year average EPS", "value": 23.7, "threshold": "<= 15", "points": 1.9, "max": 15, "note": null }, { "test": "7", "name": "P/B <= 1.5, or P/E x P/B <= 22.5", "value": "P/B 2.23, product 52.8", "threshold": "<= 1.5 or <= 22.5", "points": 5.1, "max": 10 } ], "rules_url": "https://theclaudetrader.com/p/graham" }, "magic_formula": { "score": null, "status": "not scored", "summary": "Not scored: not scored.", "warnings": [], "components": [] }, "momentum": { "score": 54.5, "status": "ok", "complete": true, "passes_all": null, "summary": "Momentum: 54 of 100 (ok). 12-1 month return: 0.4 % \u2192 19.8/50; 6 month return: -3.6 % \u2192 6.1/20; Price / 52-week high: 0.946 \u2192 14.2/15; Volatility penalty (60d annualised): 16.9 % \u2192 14.4/15", "data_as_of": "2026-10-30", "history": [ null, null ], "price_as_of": "2026-10-30", "coverage": null, "verification": null, "warnings": [], "components": [ { "name": "12-1 month return", "value": 0.4, "unit": "%", "percentile": 39.6, "points": 19.8, "max": 50 }, { "name": "6 month return", "value": -3.6, "unit": "%", "percentile": 30.4, "points": 6.1, "max": 20 }, { "name": "Price / 52-week high", "value": 0.946, "points": 14.2, "max": 15 }, { "name": "Volatility penalty (60d annualised)", "value": 16.9, "unit": "%", "points": 14.4, "max": 15 } ], "rules_url": "https://theclaudetrader.com/p/momentum" }, "insider": { "score": 0.0, "status": "no open-market transactions in window", "complete": true, "passes_all": null, "summary": "Insider: 0 of 100 (no open-market transactions in window). Open-market buy value / market cap (percentile among buyers): 0.0 bp \u2192 0.0/35; Distinct buyers: 0 \u2192 0.0/25; Buyer seniority: 0.0 \u2192 0.0/20; Recency (half-life 30d): 0.0 \u2192 0.0/10; Sales penalty (excludes 10b5-1 plan sales): 0.0 bp \u2192 -0.0/0", "data_as_of": "2026-10-30", "history": [ null, null ], "price_as_of": null, "coverage": { "window_start": "2026-08-02", "through": "2026-10-30", "missing_days": 1, "note": "Form 4 data loaded through 2026-10-30" }, "verification": null, "warnings": [], "components": [ { "name": "Open-market buy value / market cap (percentile among buyers)", "value": 0.0, "unit": "bp", "points": 0.0, "max": 35 }, { "name": "Distinct buyers", "value": 0, "points": 0.0, "max": 25 }, { "name": "Buyer seniority", "value": 0.0, "points": 0.0, "max": 20 }, { "name": "Recency (half-life 30d)", "value": 0.0, "points": 0.0, "max": 10 }, { "name": "Sales penalty (excludes 10b5-1 plan sales)", "value": 0.0, "unit": "bp", "points": -0.0, "max": 0 } ], "rules_url": "https://theclaudetrader.com/p/insider" }, "buffett": { "score": 58.3, "status": "partial: 6", "complete": false, "passes_all": false, "summary": "Buffett Quality: 58 of 100 (partial: 6). Average return on equity (net income / year-end equity): 10.4% over 8 yrs \u2192 8.5/25; Profitable every year: 10 of 10 \u2192 15.0/15; Net income growth, 3-yr average now vs start of window: +10.3% a year \u2192 10.0/10; Borrowings / 3-yr average earnings (years to repay): 17.3 years \u2192 0.0/15; Operating margin, 5-yr average: 20.6% \u2192 10.0/10; Free cash flow / net income, 5-yr (operating cash flow minus capex): insufficient (needs operating cash flow and capex for at least 4 of the last 5 years); Owner-earnings yield (3-yr avg free cash flow / market cap): 6.9% \u2192 14.8/15", "data_as_of": "2026-03-31", "history": [ "2016", "2025" ], "price_as_of": "2026-10-30", "coverage": null, "verification": { "verified": 0, "mismatch": 0, "unverified": 38, "not_cross_checked": 2 }, "warnings": [ "partial score: tests 6 could not be computed; not comparable with complete scores", "stale (warning, input still used): current-period inputs older than 120 days: debt_incl_current, debt_short; inputs older than 550 days are excluded and make the test insufficient" ], "components": [ { "test": "1", "name": "Average return on equity (net income / year-end equity)", "value": "10.4% over 8 yrs", "threshold": ">= 15%", "points": 8.5, "max": 25 }, { "test": "2", "name": "Profitable every year", "value": "10 of 10", "threshold": "all years", "points": 15.0, "max": 15 }, { "test": "3", "name": "Net income growth, 3-yr average now vs start of window", "value": "+10.3% a year", "threshold": ">= +10%", "points": 10.0, "max": 10 }, { "test": "4", "name": "Borrowings / 3-yr average earnings (years to repay)", "value": 17.3, "threshold": "<= 4", "points": 0.0, "max": 15, "unit": "years", "note": "LongTermDebt (incl. current maturities) + short-term borrowings" }, { "test": "5", "name": "Operating margin, 5-yr average", "value": "20.6%", "threshold": ">= 20%", "points": 10.0, "max": 10 }, { "test": "6", "name": "Free cash flow / net income, 5-yr (operating cash flow minus capex)", "value": "3 years", "threshold": ">= 1.0", "points": null, "max": 10, "note": "needs operating cash flow and capex for at least 4 of the last 5 years" }, { "test": "7", "name": "Owner-earnings yield (3-yr avg free cash flow / market cap)", "value": "6.9%", "threshold": ">= 7%", "points": 14.8, "max": 15 } ], "rules_url": "https://theclaudetrader.com/p/buffett" }, "lynch": { "score": 33.2, "status": "ok", "complete": true, "passes_all": false, "summary": "Lynch GARP: 33 of 100 (ok). PEG: P/E divided by 5-yr EPS growth (in % points): 2.29 \u2192 0.0/30; EPS growth, 5-yr compound rate: +8.5% a year \u2192 14.2/20; P/E on latest annual EPS: 19.6 \u2192 10.0/10; Borrowings / equity: 1.61 \u2192 0.0/15; Years of the last 5 in which EPS rose: 3 of 5 \u2192 9.0/15; Net cash (cash minus borrowings) / market cap: -71.7% \u2192 0.0/10", "data_as_of": "2026-03-31", "history": [ "2020", "2025" ], "price_as_of": "2026-10-30", "coverage": null, "verification": { "verified": 0, "mismatch": 0, "unverified": 6, "not_cross_checked": 1 }, "warnings": [ "stale (warning, input still used): current-period inputs older than 120 days: debt_incl_current, debt_short, equity, cash; inputs older than 550 days are excluded and make the test insufficient" ], "components": [ { "test": "1", "name": "PEG: P/E divided by 5-yr EPS growth (in % points)", "value": 2.29, "threshold": "<= 1.0", "points": 0.0, "max": 30 }, { "test": "2", "name": "EPS growth, 5-yr compound rate", "value": "+8.5% a year", "threshold": "12% to 35% a year", "points": 14.2, "max": 20 }, { "test": "3", "name": "P/E on latest annual EPS", "value": 19.6, "threshold": "<= 25", "points": 10.0, "max": 10 }, { "test": "4", "name": "Borrowings / equity", "value": 1.61, "threshold": "<= 0.5", "points": 0.0, "max": 15, "note": "LongTermDebt (incl. current maturities) + short-term borrowings" }, { "test": "5", "name": "Years of the last 5 in which EPS rose", "value": "3 of 5", "threshold": "5 of 5", "points": 9.0, "max": 15 }, { "test": "6", "name": "Net cash (cash minus borrowings) / market cap", "value": "-71.7%", "threshold": ">= +10%", "points": 0.0, "max": 10 } ], "rules_url": "https://theclaudetrader.com/p/lynch" }, "graham_enterprising": { "score": 37.8, "status": "ok", "complete": true, "passes_all": false, "summary": "Graham Enterprising: 38 of 100 (ok). Current ratio: 0.53 \u2192 0.0/15; Borrowings vs working capital: None \u2192 0.0/15; No earnings deficit in the last 5 years: 5 of 5 profitable \u2192 15.0/15; Pays a current dividend: yes \u2192 10.0/10; EPS higher than five years earlier: 4.42 -> 6.66 \u2192 10.0/10; Price / book value per share: 2.23 \u2192 2.8/20; Price / net current asset value per share (current assets minus all liabilities): None \u2192 0.0/15", "data_as_of": "2026-03-31", "history": [ "2020", "2025" ], "price_as_of": "2026-10-30", "coverage": null, "verification": { "verified": 0, "mismatch": 0, "unverified": 10, "not_cross_checked": 3 }, "warnings": [ "stale (warning, input still used): current-period inputs older than 120 days: current_assets, current_liabilities, equity; inputs older than 550 days are excluded and make the test insufficient" ], "components": [ { "test": "1", "name": "Current ratio", "value": 0.53, "threshold": ">= 1.5", "points": 0.0, "max": 15 }, { "test": "2", "name": "Borrowings vs working capital", "value": null, "threshold": "<= 1.1x", "points": 0.0, "max": 15, "note": "working capital not positive" }, { "test": "3", "name": "No earnings deficit in the last 5 years", "value": "5 of 5 profitable", "threshold": "5 of 5", "points": 15.0, "max": 15 }, { "test": "4", "name": "Pays a current dividend", "value": "yes", "threshold": "yes", "points": 10.0, "max": 10 }, { "test": "5", "name": "EPS higher than five years earlier", "value": "4.42 -> 6.66", "threshold": "higher", "points": 10.0, "max": 10 }, { "test": "6", "name": "Price / book value per share", "value": 2.23, "threshold": "<= 1.2", "points": 2.8, "max": 20, "note": "book value used because intangibles are not separated in the dataset (Graham uses net tangible assets)" }, { "test": "7", "name": "Price / net current asset value per share (current assets minus all liabilities)", "value": null, "threshold": "<= 0.67", "points": 0.0, "max": 15, "note": "net current asset value not positive" } ], "rules_url": "https://theclaudetrader.com/p/graham_enterprising" }, "piotroski": { "score": 66.7, "status": "ok", "complete": true, "passes_all": false, "summary": "Piotroski F-Score: 67 of 100 (ok). Return on assets is positive: 3.2% \u2192 11.11111111111111/11.11111111111111; Operating cash flow is positive: 6,944M \u2192 11.11111111111111/11.11111111111111; Return on assets improved on the prior year: 2.9% -> 3.2% \u2192 11.11111111111111/11.11111111111111; Operating cash flow exceeds net income (accruals): 6,944M vs 3,696M \u2192 11.11111111111111/11.11111111111111; Long-term debt / assets fell: 38.1% -> 38.6% \u2192 0.0/11.11111111111111; Current ratio improved: 0.44 -> 0.45 \u2192 11.11111111111111/11.11111111111111; No new shares issued (share count did not rise): 535M -> 545M \u2192 0.0/11.11111111111111; Operating margin improved (stand-in for gross margin, which the dataset does not carry): 21.8% -> 24.3% \u2192 11.11111111111111/11.11111111111111; Asset turnover (revenue / assets) improved: 0.19 -> 0.19 \u2192 0.0/11.11111111111111", "data_as_of": null, "history": [ "2024", "2026" ], "price_as_of": null, "coverage": null, "verification": { "verified": 0, "mismatch": 0, "unverified": 27, "not_cross_checked": 0 }, "warnings": [], "components": [ { "test": "1", "name": "Return on assets is positive", "value": "3.2%", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "2", "name": "Operating cash flow is positive", "value": "6,944M", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "3", "name": "Return on assets improved on the prior year", "value": "2.9% -> 3.2%", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "4", "name": "Operating cash flow exceeds net income (accruals)", "value": "6,944M vs 3,696M", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "5", "name": "Long-term debt / assets fell", "value": "38.1% -> 38.6%", "threshold": "pass = 1", "points": 0.0, "max": 11.11111111111111 }, { "test": "6", "name": "Current ratio improved", "value": "0.44 -> 0.45", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "7", "name": "No new shares issued (share count did not rise)", "value": "535M -> 545M", "threshold": "pass = 1", "points": 0.0, "max": 11.11111111111111 }, { "test": "8", "name": "Operating margin improved (stand-in for gross margin, which the dataset does not carry)", "value": "21.8% -> 24.3%", "threshold": "pass = 1", "points": 11.11111111111111, "max": 11.11111111111111 }, { "test": "9", "name": "Asset turnover (revenue / assets) improved", "value": "0.19 -> 0.19", "threshold": "pass = 1", "points": 0.0, "max": 11.11111111111111 } ], "rules_url": "https://theclaudetrader.com/p/piotroski" } }, "inputs_by_philosophy": { "graham": [ { "name": "Price (close, per traded unit)", "value": 130.21, "kind": "price", "source": "Alpaca Market Data (consolidated SIP daily bar)", "url": "https://docs.alpaca.markets/docs/historical-stock-data-1", "period": "2026-10-30", "age_days": 1, "stale": false }, { "name": "Revenue", "value": 21876000000.0, "kind": "current", "source": "SEC XBRL Revenues", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000013/", "period": "2025-12-31", "accession": "0000004904-26-000013", "fact_id": 25855504, "verified": "unverified", "age_days": 304, "stale": true }, { "name": "current_assets", "value": 6623000000.0, "kind": "current", "source": "SEC XBRL AssetsCurrent", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000034/", "period": "2026-03-31", "accession": "0000004904-26-000034", "fact_id": 25912096, "verified": "unverified", "age_days": 214, "stale": true }, { "name": "current_liabilities", "value": 12594000000.0, "kind": "current", "source": "SEC XBRL LiabilitiesCurrent", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000034/", "period": "2026-03-31", "accession": "0000004904-26-000034", "fact_id": 25939294, "verified": "unverified", "age_days": 214, "stale": true }, { "name": "lt_debt", "value": 46850000000.0, "kind": "current", "source": "SEC XBRL LongTermDebtNoncurrent", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000034/", "period": "2026-03-31", "accession": "0000004904-26-000034", "fact_id": 25988236, "verified": "unverified", "age_days": 214, "stale": true }, { "name": "equity", "value": 31808000000.0, "kind": "current", "source": "SEC XBRL StockholdersEquity", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000034/", "period": "2026-03-31", "accession": "0000004904-26-000034", "fact_id": 26074832, "verified": "unverified", "age_days": 214, "stale": true }, { "name": "Net income FY2016", "value": 618000000.0, "kind": "history", "source": "SEC XBRL ProfitLoss", "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490419000009/", "period": "2016-12-31", "accession": "0000004904-19-000009", "fact_id": 20692352, "verified": "unverified", "age_days": 3591 }, { "name": "Net income FY2017", "value": 1928900000.0, "kind": "history", "source": "SEC XBRL 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"https://www.sec.gov/Archives/edgar/data/4904/000000490417000019/", "accession": "0000004904-17-000019", "value_reported": 3.34, "split_factor": 1.0, "split_basis": "filed between 2017-01-01 and 2017-04-30" }, { "fy": 2015, "period_end": "2015-12-31", "sec_frame": "CY2015", "value": 4.17, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490418000009/", "accession": "0000004904-18-000009", "value_reported": 4.17, "split_factor": 1.0, "split_basis": "filed between 2018-01-01 and 2018-04-30" }, { "fy": 2016, "period_end": "2016-12-31", "sec_frame": "CY2016", "value": 1.24, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490419000009/", "accession": "0000004904-19-000009", "value_reported": 1.24, "split_factor": 1.0, "split_basis": "filed between 2019-01-01 and 2019-04-30" }, { "fy": 2017, "period_end": "2017-12-31", "sec_frame": "CY2017", "value": 3.88, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490420000007/", "accession": "0000004904-20-000007", 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"CY2021", "value": 16792000000.0, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490424000020/", "accession": "0000004904-24-000020" }, { "fy": 2022, "period_end": "2022-12-31", "sec_frame": "CY2022", "value": 19639500000.0, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490425000027/", "accession": "0000004904-25-000027" }, { "fy": 2023, "period_end": "2023-12-31", "sec_frame": "CY2023", "value": 18982000000.0, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000013/", "accession": "0000004904-26-000013" }, { "fy": 2024, "period_end": "2024-12-31", "sec_frame": "CY2024", "value": 19721000000.0, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000013/", "accession": "0000004904-26-000013" }, { "fy": 2025, "period_end": "2025-12-31", "sec_frame": "CY2025", "value": 21876000000.0, "url": "https://www.sec.gov/Archives/edgar/data/4904/000000490426000013/", "accession": "0000004904-26-000013" } ], "dividend_years": [ 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026 ] }, "insider_activity": { "coverage_through": "2026-10-30", "window_start": "2026-08-02", "missing_days": 1, "recent_transactions": [ { "txn_date": "2026-09-08", "insider_name": "Dixon Kate", "role": "officer", "code": "S", "shares": 2000.0, "price": 125.0, "value": 250000.0, "is_10b5_1": 1, "source_url": "https://www.sec.gov/Archives/edgar/data/4904/000162828026061067/" } ] }, "filings_and_news": { "sec_filing_index": "https://www.sec.gov/edgar/browse/?CIK=0000004904", "sec_8k": "https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0000004904&type=8-K", "sec_form4": "https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0000004904&type=4", "xbrl_companyfacts": "https://data.sec.gov/api/xbrl/companyfacts/CIK0000004904.json", "news_items": [], "note": "Press releases are filed as 8-K exhibits; the 8-K link lists them with dates." }, "peer_context": { "graham": { "industry": "Electric Services", "scored_peers": 11, "rank": 3, "median": 73.8, "top_peers": [ { "ticker": "EIX", "score": 96.2 }, { "ticker": "PNW", "score": 86.3 }, { "ticker": "AEP", "score": 82.0 }, { "ticker": "SO", "score": 77.9 }, { "ticker": "CNP", "score": 77.1 } ] }, "magic_formula": { "industry": "Electric Services", "scored_peers": 0, "rank": null, "median": null }, "momentum": { "industry": "Electric Services", "scored_peers": 15, "rank": 4, "median": 47.7, "top_peers": [ { "ticker": "PNW", "score": 65.3 }, { "ticker": "D", "score": 63.2 }, { "ticker": "ETR", "score": 58.9 }, { "ticker": "AEP", "score": 54.5 }, { "ticker": "FE", "score": 54.4 } ] }, "insider": { "industry": "Electric Services", "scored_peers": 15, "rank": 5, "median": 0.0, "top_peers": [ { "ticker": "VST", "score": 52.9 }, { "ticker": "CEG", "score": 29.3 }, { "ticker": "CNP", "score": 25.9 }, { "ticker": "ETR", "score": 22.8 }, { "ticker": "AEP", "score": 0.0 } ] }, "buffett": { "industry": "Electric Services", "scored_peers": 10, "rank": null, "median": 32.0 }, "lynch": { "industry": "Electric Services", "scored_peers": 15, "rank": 4, "median": 24.2, "top_peers": [ { "ticker": "EIX", "score": 66.2 }, { "ticker": "NEE", "score": 55.1 }, { "ticker": "NRG", "score": 45.2 }, { "ticker": "AEP", "score": 33.2 }, { "ticker": "SO", "score": 29.0 } ] }, "graham_enterprising": { "industry": "Electric Services", "scored_peers": 15, "rank": 7, "median": 35.0, "top_peers": [ { "ticker": "EIX", "score": 53.2 }, { "ticker": "ES", "score": 45.7 }, { "ticker": "PNW", "score": 44.5 }, { "ticker": "CEG", "score": 43.7 }, { "ticker": "D", "score": 41.5 } ] }, "piotroski": { "industry": "Electric Services", "scored_peers": 13, "rank": 5, "median": 66.7, "top_peers": [ { "ticker": "D", "score": 77.8 }, { "ticker": "EIX", "score": 77.8 }, { "ticker": "ES", "score": 77.8 }, { "ticker": "ETR", "score": 77.8 }, { "ticker": "AEP", "score": 66.7 } ] } }, "dossier": null, "external_views_link_only": { "morningstar": "https://www.morningstar.com/search?query=AEP", "finviz": "https://finviz.com/quote.ashx?t=AEP", "stockanalysis": "https://stockanalysis.com/stocks/aep/", "seeking_alpha": "https://seekingalpha.com/symbol/AEP", "openinsider": "http://openinsider.com/search?q=AEP", "google_news": "https://news.google.com/rss/search?q=AEP+stock" }, "limits": [ "Magic Formula: not scored", "Buffett Quality: partial, missing tests 6", "News is not collected for this ticker; use the SEC 8-K and press-release links below" ], "machine_readable": { "stock_json": "https://theclaudetrader.com/s/AEP.json", "stock_md": "https://theclaudetrader.com/s/AEP.md", "packet": "https://theclaudetrader.com/r/AEP.json", "grid": "https://theclaudetrader.com/grid.json", "openapi": "https://theclaudetrader.com/openapi.json", "index": "https://theclaudetrader.com/llms.txt" }, "cite_as": "The Claude Trader snapshot 2026-10-31, https://theclaudetrader.com/s/AEP; data from SEC EDGAR XBRL and market prices (Alpaca Market Data, Yahoo Finance) to 2026-10-30.", "disclaimer": "Scores are deterministic rule outputs from public filings. fair_value_model is a labelled model estimate from the same filings (method at /fair-value), not an opinion or recommendation." }