Deep dive · NGM: AAOI
Applied Optoelectronics, Inc. stock analysis
Everything behind the call on Applied Optoelectronics, Inc. 6 sections, ordered the way risk stacks up: survival first, quality and price in the middle, context last. The Beacon gives you the read. This is where you check the work.
The five reads
Why the reads disagreeread this before the sections
Event and Trend are pulling against each other and one side is clearly ahead. The net lands at 0 over 30d, a balanced reading on a dispersion of 0.19, which makes this a question of size rather than of direction.
Leans up · and why
earnings, sentiment vote up. 1 of 5 independent evidence families agree.
Leans down · and why
analyst moves, insider flow vote down. 4 of 5 families lean the other way. The conflict that matters is Event against Trend.
What it changes
Size, not direction. dealers are short gamma, so swings get bigger both ways; separately, the tail model puts a very bad day at −17.1%; and the binding position cap is 1.6% — the tail cap is the one that binds.
Global tapeOverseas lean-1.12%
FrankfurtA59-5.35%⏱London0HGV+1.99%⏱ZurichA590.00%⏱
Where else this company trades. A closed venue shows its last close, marked ⏱ — not a live price. Overseas lean is the average move across the 3 overseas venues listed above, excluding the home listing — a read on overnight sentiment rather than a signal.
The bottom linestart hereAs of 2026-09-18
Wall Street rating
Buy
+55% to the average target
50% buy · 50% hold · 0% sell
median target $163
median target $163
Chart pattern
Between the averages
The 50-day sits above the 200-day
50-day $112.65 · -6.6%
200-day $104.68 · +0.5%
200-day $104.68 · +0.5%
Earnings
In 48 days
5 Nov 2026 · options imply ±12.5%
beat 3–4 of the last 8
cohort P(beat) 53% · n=38,388
cohort P(beat) 53% · n=38,388
Valuation
22.6× forward
Against consensus earnings
FCF yield -4.01%
Dividend
0.00%
A rounding error against cash — this is a capital-gains position
Risk flags
1 critical
5 checks run, 2 clear
beta 4.31 · vol 81% ann.
worst drawdown -66%
worst drawdown -66%
New to this? Every metric carries a plain-English read beside it, and an ⓘ next to a label opens the definition. Anything unfamiliar is also defined at the foot of the page under Glossary.
NGM · USDCommunication Equipment
$105.17+7.11 · +7.25%AH · vol 9.80M
52-week range↑ 468% off low · ↓ 55.0% off high
$18.50now $105.17$233.67
After-hours
$105.40+0.22%
Sep 18, 2026 · 4:15 PM ET
Quote Sep 18, 2026 · 3:44 PM ET
Tape 2026-09-17
Factors 2026-09-18
Tape 2026-09-17
Factors 2026-09-18
01Ratios · Jun 21, 2026SOLVENT · 1 FLAGGED
Survival & solvency
Altman-Z of 19.0 against a 3.0 safe threshold, interest covered -5.8×, and 2 of 5 forensic checks clear.
↳ Plain EnglishBefore anything else: can this company pay its bills? These blocks check the balance sheet, whether your slice of ownership is being diluted, and whether the accounting looks honest.
Bankruptcy risk (Altman-Z)
19.00SAFE ZONE
Distress<1.8
Grey1.8–3.0
Safe>3.0
Profitability, leverage and liquidity combined into one number. Above 3.0 is the safe band.
Balance sheetJun 21, 2026
Distance to default (Merton)THIN
2.4σ
How many standard deviations of asset value sit between the company and its debt. Above 4σ is comfortable.
1-year default probabilityEDF-CALIBRATED
0.83%
Calibrated against how often companies at this distance actually defaulted, rather than assuming a normal distribution.
Piotroski F-scoreWATCH
F 4/9
Piotroski F-score 4 of 9. Nine pass/fail tests covering profitability, leverage and operating efficiency; seven or more is strong.
Solvency and liquidity ratios
Current ratioshort-term assets against short-term bills2.63×healthy >2
Debt / equityborrowings against shareholder capital0.34
Interest coverageoperating profit against the interest bill-5.8×healthy >5
Leverage · long-term debt / equitythe borrowings that outlive a bad quarter0.03
Net debtborrowings in excess of cash on hand$41.94M
Your ownership stake
Share-count growth vs peersHIGH DILUTION
96th pctile
Where this name's share-count growth ranks among peers. Lower is less dilutive.
Stock-based comp / revenueIN LINE
2.6%
Stock comp is the dilution pressure a buyback has to outrun. We read up to 5% of revenue as modest and above 12% as heavy — our own reading band, not a measured peer statistic.
Diluted vs basic share gapTHIN OVERHANG
0.00%
Options and awards already granted, expressed as the gap between the diluted and basic counts.
Accounting forensicsSEC filings
Red-flag x-rayGRADE C
60 / 100
1 critical · 2 watch · 2 clear of 5 scored tests
Red-flag x-ray · every check, passes included
CheckStatusValueWhat it looks for
Bankruptcy distressCLEARZ 11.61Altman-Z in the Safe · fundamentals
Earnings manipulationCRITICALM -0.59M-score elevated · fundamentals
LeverageCLEARLTD/E 0.18long-term debt 0.18× equity · fundamentals
Profitability qualityWATCHF 4/9Piotroski F-score 4 of 9 · fundamentals
Filing forensicsWATCH2 flags2 filing red flags on the latest 10-K · forensic
5 checks, 2 clear and 2 watch and 1 critical. The passes are shown because a score built from five checks means something different from one built from three.
02Refreshed · Sep 18, 2026FAIR · 56/100
Business quality
-8% net margin, -5% return on equity, +83% revenue growth, and capital earning -7% against a 15% cost.
↳ Plain EnglishMargins tell you how much of each sales dollar the company keeps. Return on capital tells you whether reinvesting that money creates value. Both are read against what the filings support, not against a target.
Quality score
56 / 100FAIR
Profitability, growth and balance strength scored separately, then blended.
ProfitabilityRefreshed · Sep 18, 2026
Net marginOF EVERY SALES DOLLAR
-8.4%
The share of revenue that survives every cost and becomes profit.
Gross marginPRICING POWER
30.0%
What is left of a sales dollar before overhead — the clearest read on pricing power.
Operating marginAFTER RUNNING COSTS
-10.9%
What survives the cost of running the whole business.
Return on equityPER $1 OF EQUITY
-5.2%
Annual return on each dollar of shareholder equity.
ROIC − WACC spreadDESTROYS VALUE
-22.2pp
Earns -7% on invested capital that costs about 15%. A positive spread means every retained dollar compounds rather than leaks.
Incremental ROIC (3y)ON NEW CAPITAL
3.9%
The return on capital put to work over the last three years — a sharper read than the trailing average, because it prices the newest decisions.
Growth & relative strength
Trailing return by period
1 month-19.7%
3 months-39.4%
6 months-3.8%
Year to date+147.6%
1 year+232.7%
Revenue growth (YoY)FAST
+82.8%
Revenue against the same period a year ago.
12-1 momentumEX LAST MONTH
+354.2%
Return over the last year excluding the most recent month — the standard momentum factor, which drops the short-term reversal.
Relative-strength rankBOTTOM 9%
9 / 100
Where this name's 3-month return against the S&P 500 ranks across the market — a quarter's standing, not the year's.
Around earningsAug 6, 2026
P(beat next quarter)COHORT BASE RATE
53%
survivor-tilted universe (currently-listed names; large-cap-skewed coverage)
Beat rate · this nameBEAT 3–4 OF THE LAST 8
3 of 8
Its own record against consensus. 8 prints is a small sample, which is why the cohort rate above carries the probability.
Fell after a beatP(FELL | BEAT)
69%
A beat is not a plan: this share of them still closed lower on the day.
Rose after a missP(ROSE | MISS)
20%
The mirror of the line above, over its own denominator.
Typical earnings moveMEDIAN ABSOLUTE
±6.5%
Unsigned magnitudes from its own prints. Direction is not part of this read.
Reaction: beat vs missSYMMETRIC
+0.3% / +5.1%
The average day-one move after a beat and after a miss. A miss dropping the stock further than a beat lifts it is the asymmetry worth sizing for.
Dividends & income
Data unavailableThis company does not pay a dividend. There is no yield, payout ratio or ex-dividend date to show, and the return case rests entirely on capital gains.
Signal
Not an income position.
No dividend is declared, so nothing here contributes to total return except the price. That is a fact about the security, not a criticism of it.
Inventory ledger
Data unavailableNo inventory detail is tagged in this company's filings. The ledger needs the XBRL inventory components, which a business without physical goods does not report.
Segments & geography
Data unavailableRevenue by segment and region is not on file for this name, so product and geographic concentration are not shown.
Pattern reliability · platform-wide cohortSnapshot · Sep 18, 2026
Downtrend · leans bearish
HorizonHigherMedianObservations
10d47%0.0%1,260,321
21d48%0.0%593,656
63d47%-0.5%186,156
slope -0.09 over 40 bars
Rounding bottom · leans bullish
HorizonHigherMedianObservations
10d46%-0.4%129,044
21d44%-1.7%60,293
63d40%-6.7%19,146
gradual U-shaped base
Near support · leans bullish
HorizonHigherMedianObservations
10d51%+0.1%533,688
21d53%+0.2%250,417
63d54%+0.4%78,400
testing recent support
Gap up · leans bullish
HorizonHigherMedianObservations
10d43%-1.0%179,739
21d43%-2.0%84,391
63d42%-4.5%26,470
opened 4.1% above prior close
Bollinger squeeze
HorizonHigherMedianObservations
10d43%0.0%757,951
21d45%0.0%355,725
63d47%0.0%112,112
bands at a multi-month tight — breakout pending
0322.6× FORWARD
Price & timing
Price $105.17, 22.6× forward earnings, RSI 47, and dealers short gamma.
↳ Plain EnglishA multiple is what the market charges for a dollar of this company's earnings, cash or revenue; the trend and the options tape say what the price is doing around it. Together they are the timing picture, not the quality one.
Trend
Mixed1 OF 3 AVERAGES
50-day $112.65 · 200-day $104.68. Price above both is the structural definition of an uptrend.
The setup right now
Price · 504 sessions2024-09-13 → 2026-09-17
price50-day200-daylevel
How to read this
Up 7.25% on the session.
Follow the solid line: each point is a session close. Compare it to the 50-day average — while price stays above it the short-term trend is up, and a drop below is the first structural warning.
The dashed levels are the strikes the options chain is most committed to. They are the same numbers the gamma block states; nothing here is drawn that no section derives.
Momentum (RSI-14)COOL
47
030 oversold70 hot100
Where momentum sits on a 0–100 scale. Above 70 is overbought, below 30 oversold; the middle says the move has room either way.
Typical day (ATR-14)±6.2%
$6.50
The average true range — how far this stock moves on an ordinary day. It sets the scale a stop has to clear.
MACDBELOW SIGNAL
-0.25
The short-term trend against its own signal line. The sign is the read; the size is not a target.
Bollinger position44% OF RANGE
Mid band
Where price sits inside its own volatility band. The edges are where a move is stretched, not where it reverses.
20-day VWAPPRICE BELOW
$108.43
The volume-weighted average of the last month. Price above it means recent buyers are, on average, in profit.
Chandelier exitBROKEN
$131.90
A volatility-based trailing stop, set a few average ranges below the recent high.
5 Nov 2026 · in 48 daysNext earningsThe next scheduled catalyst. The forward guide usually moves the tape more than the printed number. Date as the vendor last stated it on 12 Aug; companies confirm about three weeks ahead, so it can still move.
2026-09-25 · in 7 daysConsumer SentimentA scheduled macro release. It moves this stock independently of anything the company does.
Setup & oddsNightly
Direction oddsnext 12m
46 / 53cohort n=3,948
A lean, not a forecast. These are the cohort's odds — comparable names over the window — not this stock's own history.
Pullback riskoverstretch read
Elevated1.20× segment rate · n=12,125
Historically, mid names in this tape state saw a ≥10% pullback within 63 trading days in 95% of cases (n=12,125).
Overstretchvs the 20-day mean
-1.0σ
How many standard deviations price sits from its 20-day mean. Beyond 2σ is genuinely stretched; inside it is ordinary.
Bottom zoneif it breaks down
$88 – $983 supports
Where prior demand appeared: Pivot low at $96.96, S1 at $95.50, Pivot low at $91.50.
Slide scorefalling-knife check
21 / 100Neutral
A composite of consecutive down days, gap risk and volume expansion. Low means any decline is orderly.
Signal
The odds lean, the stretch qualifies it.
Historically, names tripping 2 validated red flags finished lower 12 months later in 53% of cases (n=3,948) — a survivor-biased floor, not a forecast.
Valuation
Net cash per shareNET DEBT
$-0.56
Cash less every borrowing, per share. It is the part of the price that is not a claim on future profits.
Multiples
Forward P/Eearnings expected over the next 12 months22.6×
Trailing P/EThe company lost money over the trailing year, so there are no earnings for the price to be a multiple of.Not meaningful
Price / salesprice against revenue, before any of it becomes profit19.3×5yr median 2.2×
Price / bookprice against the accounting value of the assets12.0×
FCF yieldfree cash flow per dollar of market value-4.01%
3 of the 4 priced multiples above sit in the richer half of its band. 1 is marked not meaningful because the figure it divides into is negative — shown as absent rather than as a low, cheap-looking number. Each priced multiple is read against this stock's own history where a five-year range is on file, so the question is whether today is dear for this name rather than for the market. The multiples are computed separately from the quote above and are not re-priced as it moves, so they can lag it.
Price horizon & timingSep 17, 2026
Entryzone of pivot low + S1
$97.57Target reached
Where the composer's entry sits, on its own stated basis.
TargetRound + sma 200
$104.68$103–$106
A zone, not a price. It is where the composer expects supply, not a forecast.
Stop2× ATR below entry
$84.56risk $13.01/sh
The level that says the setup is wrong, on the basis named beside it.
Risk / rewardtarget vs stop
0.55:1set at the close before
The price has already reached the target, so no reward is left on these levels; this is the ratio the composer set at the close before, not one on offer now.
Measure from a price$
To the 50-day
+7.1%
short-term trend line · $112.65
To the 200-day
-0.5%
primary trend line · $104.68
To the put wall
-14.4%
heaviest put open interest · $90.00
To the call wall
-0.2%
heaviest call open interest · $105.00
To the composer's target
-0.5%
Round + sma 200 · set Sep 17, 2026 · $104.68
To the composer's stop
-19.6%
2× ATR below entry · set Sep 17, 2026 · $84.56
To the 52-week high
+122.2%
highest print of the past year · $233.67
To the 52-week low
-82.4%
lowest print of the past year · $18.50
Options-implied week ±12.5%
$92.08 – $118.26
what the chain prices for the week
A typical day (ATR)
$98.67 – $111.67
±$6.50 average true range
Type any price to re-measure every distance from it. Each row is a level this page already states somewhere else, so nothing here is a new number — and none of it is a recommendation to trade at that price.
Signal
Less reward than risk at this level.
Entry $97.57 · stop $84.56 · target $104.68, a 0.55:1 ratio. The composer flagged: elevated distress, fair-value reference, low reward to risk.
Gamma mapChain · Sep 18, 2026
Signal
Short gamma — moves get amplified.
Dealers hedge in the same direction as the move, so swings get bigger both ways rather than one. That argues for a smaller position size, not for a direction.
Options tapeFront expiry 2026-09-18 · Chain · Sep 18, 2026
Max pain+2.0%
$100.00
The strike where most open options expire worthless. Price often drifts toward it into expiry.
Put / call ratio (OI)CALL-HEAVY
0.52
66% calls
34% puts
Open interest in puts against calls. Heavy call interest often caps how far price can run before expiry.
Put / call ratio (volume)TODAY'S FLOW
0.45
Today's traded flow rather than the standing position. It moves faster and means less.
Expected move (1-week)≈ $12.21
±12.5%
What the chain prices for the week. A range the market is charging for, not a forecast.
Largest open interest · front expiry
StrikeTypeOpen interest
$105.00CALL3,114
$100.00CALL2,442
$100.00PUT2,282
$95.00PUT1,786
$105.00PUT1,362
$102.00CALL573
Large call interest above the price acts as a magnet and a ceiling; large put interest below is a floor of hedges. The biggest strike is the level the market is most committed to defending into the next expiry.
Open interest by strikeexpires 2026-09-18CallsPutsMax pain $100.00
445
$106.00
1733k
$105.00
1k523
$104.00
61212
$103.00
71573
$102.00
88304
$101.00
1332k
$100.00
2k342
$99.00
65246
$98.00
4750
$97.00
3070
$96.00
330393
$95.00
2k3
$94.00
15112
$93.00
3600
$92.00
3550
$91.00
304
The shaded row is the strike nearest the price. Heavy call interest above acts as a ceiling; heavy put interest below is a floor of hedges.
↑ 52-week high$233.67+138.3%The highest print of the past year.Old highs draw profit-taking on the first attempt.
↑ Call wall$105.00+7.1%Heaviest call open interest on the front expiry.Acts as a ceiling into expiry; a close above usually needs a catalyst.
◇ Max pain$100.00+2.0%Where most open options expire worthless.Price often drifts toward it into the close of the expiry week.
↓ 50-day average$112.65+14.9%The line the short-term trend is measured against.A close beneath it is the first structural warning.
↓ Put wall$90.00-8.2%Heaviest put open interest — a floor of hedges.Dealer buying tends to build as price approaches.
0413F quarterly · Form 4 dailyNET SIGNAL 0
Ownership & flow
Institutions hold 63%, short interest is 15.00% of float, and 4 analysts average $163.
↳ Plain EnglishWho is buying and selling, and what they had to disclose. Institutions file 13F 45 days after quarter end, executives file Form 4 within two days, and Congress discloses under the STOCK Act with a 30–45 day legal lag. Every one of those is a look backwards.
Net signal
0BALANCED · 30d
2 bull / 2 bear factors. The points sum to the net beside the label; nothing here is weighted after the fact.
The QTick signalNightly
Analyst moves90D · TIMING
-1
2 price-target cuts in 90d
Earnings4 QUARTERS · TIMING
+1
latest EPS beat by a wide margin (low EPS base)
Insider flow120D · TIMING
-1
net insider selling ($61,133,412 across 21 sells) in 120d
Sentiment1–30D · TIMING
+1
7d sentiment elevated (100/100)
Signal
2 bull / 2 bear factors
Independent factors scored and netted to 0 over 30d, a balanced reading. 4 of 9 factors carried a direction; the others scored zero and do not vote. The signal describes where the data leans, not what to do about it.
Cross-category readSep 18, 2026
Signal
4 of 5 families lean down.
Descriptive only — a decorrelated read of where the evidence agrees and conflicts, not a forecast and not advice. Patterns are condition lists, not outcome predictions, and are not yet validated to the proof bar. Dispersion of 0.19 means the disagreement is real but not a split decision.
Wall Street4 covering firms
Consensus rating4 ANALYSTS
Buy
50% buy · 50% hold · 0% sell, as a share of the 4 covering firms.
Median price target+55%
$163
$109now $105$220
A $109–$220 spread across the panel. A twelve-month view, and a wide spread means real disagreement rather than a consensus.
Forward EPS estimateCONSENSUS
$4.60
What the panel expects the company to earn per share.
Recent analyst moves · last 90 days
FirmTargetDirectionRank
Rosenblatt$220→56/100
Needham$190↓50/100
Needham$220↓50/100
Rosenblatt$220→56/100
Upgrades, downgrades and target changes from covering firms. A cluster of moves in one direction matters more than any single target; the rank is the firm's own credibility score, or a dash below the scoring floor.
Who owns it13F quarterly · Form 4 daily
Institutional ownershipINSTITUTIONALLY HELD
62.7%
The share held by 13F filers. It describes last quarter's positioning, not today's — filings land up to 45 days after quarter end.
Insider ownershipOFFICERS & DIRECTORS
9.8%
The share held by the people running the company.
Short interest (float)CROWDED
15.00%
Rising — shares short changed +15.8% over 30 days. A crowded short is fuel in both directions.
Free float95% OF SHARES
80.60M
Shares actually available to trade, excluding insider and restricted holdings.
Dollar volume (ADV)98th PCTILE
$987.80M/day
At this depth, position size is not a constraint for a retail account.
Borrow feeData unavailableWe do not license securities-lending data, so the annualized cost of borrowing shares to short is not something we can show. Short interest and days-to-cover above are the closest read we can source.
Insider filings · Form 4
InsiderTradeAmountPlanTraded
BLACK RICHARD B · DirectorGiftnot on file—15 Sep
Murry Stefan J. · Chief Financial OfficerSell$421,320—10 Sep
Chang Hung-Lun (Fred) · *** See RemarksSell$3.5M—08 Sep
Yeh Shu-Hua (Joshua) · *** See RemarksSell$886,380—18 Aug
Murry Stefan J. · Chief Financial OfficerSell$579,160—10 Aug
Yeh Shu-Hua (Joshua) · *** See RemarksSell$596,448—04 Aug
Executives must file within two business days. Sales on pre-set 10b5-1 plans are scheduled months ahead and carry little signal; tax withholding, exercises and awards are compensation mechanics, not trades; the open-market lines are the ones to read.
The story · news & sentimentRolling window
Why it moved todayNEWS
+7.25%
AAOI rose +7.25% in after-hours trading, amid recent coverage: “Applied Optoelectronics Stock's Upcoming Growth Inflection Triggers Massive Upside (AAOI) - Seeking Alpha” (Seeking Alpha).
News tone · 7-day—
100 / 100
Headline polarity over the window, scored from news articles. Above 60 leans positive, below 40 negative. Colour, not a signal.
Newswire · 48 stories
WhenHeadlineSourceTone
7h agoApplied Optoelectronics Stock's Upcoming Growth Inflection Triggers Massive Upside (AAOI) - Seeking AlphaSeeking Alphanot scored
12h agoEngineers Gate Manager LP Sells 18,999 Shares of Applied Optoelectronics, Inc. $AAOI - marketbeat.commarketbeat.comnot scored
ThuApplied Optoelectronics (NASDAQ: AAOI) director donates 2,200 shares to a charity - Stock TitanStock Titannot scored
ThuIs Applied Optoelectronics (AAOI) Expensive On Execution Risk Even After Its Sharp Pullback? - simplywall.stsimplywall.stnot scored
ThuEveryone’s Watching Applied Optoelectronic’s Revenue. Few Are Watching This Chart - TIKR.comTIKR.comnot scored
ThuEveryone’s Watching Applied Optoelectronic’s Revenue. Few Are Watching This ChartTIKRnot scored
WedApplied Optoelectronics (AAOI) Pulled Back Sharply, Is It Still Above Fair Value?Simply Wall St.not scored
WedApplied Optoelectronics (AAOI) Pulled Back Sharply, Is It Still Above Fair Value? - finance.yahoo.comfinance.yahoo.comnot scored
Coverage published around the move, newest first. Nothing here measures causation — only the why-it-moved card above is matched to the tape by timestamp.
Congress
Data unavailableNo congressional trades in this name have been disclosed under the STOCK Act. Lawmakers' disclosed trades cluster heavily in large caps, so an empty list is the usual state.
0510 graded callsHIGH VOLATILITY
Risk & track record
Beta 4.31, 81% annual volatility, a -66% worst drawdown, and 3 of 8 risk surfaces clear.
↳ Plain EnglishWhat owning it does to a portfolio, what the model votes against, and how often our own calls have been right. Every call is graded when it resolves, and the ones still open stay visible.
A very bad day (EVT)
−17.1%1-IN-200 DAY
Fitted to the tail of the return distribution rather than assuming a bell curve. Size the position so a day like this is survivable.
What it does to a portfolio5-year window
Beyond the tail (ES)1-IN-1,000 DAY
−27.5%
The average loss on a 1-in-1,000 day or worse — deeper in the tail than the 1-in-200 figure above and further than the measured history reaches, so it reads as the scale of a crash, not a forecast of one.
Tail understatementNEAR-NORMAL
1.0×
The tail runs close to what a normal curve would predict, so volatility is a reasonable proxy for risk here — which is not true of every name.
Max drawdownIT CAN HALVE
-65.7%
The deepest peak-to-trough fall in the measured window. Only hold a position you can watch do this.
Beta (vs the market)AMPLIFIES
4.31
Moves about 4.3× the market over the past year.
Annualized volatilityELEVATED
81%
How far it swings over a year, from its own realized returns.
Tactical phaseNIGHTLY READ
Neutral
Selling pressure44
Buying pressure0
Overheat0
State: neutral — No dominant short-horizon pressure in the tape.
What votes againstNightly
LowAnalyst moves2 price-target cuts in 90d90d · -1
LowInsider flownet insider selling ($61,133,412 across 21 sells) in 120d120d · -1
Signal
2 of 9 factors vote against.
Ranked by the size of each factor's own point contribution to the net signal — these are the model's stated reasons, not a written bear case. Each one is scored from the source named beside it.
Failure modes · by company type
Data unavailableFailure modes are routed per company type, and only the bank-run and crypto-treasury rulebooks are validated so far. This name routes as growth, so there is no cohort-specific checklist to run. A generic list would read as analysis without being any.
The risk case · why not to buy8 surfaces · nightly
Suggested position capmax defensible size
1.6%tail cap binds
max defensible size 1.6% - tail binds
Avoid score6-month distress
59.9%6.4× its cohort · most-traded mega-caps
Observational 6-month large-drawdown risk ranking — not a forecast, not alpha. Historical distress rate for this most-traded mega-caps segment: 9.3%. This name reads 6.4× that base rate.
LowDistress screenThe distress model did not score this name in the latest run, so this surface is unmeasured rather than clear.Not scored
MedPosition size, not conviction, is the binding constrainthalf-Kelly 12.4% · tail cap 1.6% · category cap 54.6%. The tail cap binds, so 1.6% is the number (n=109,931). We show which one binds rather than the friendliest.Sizing
LowLottery-ticket behaviourIts best 21-day return sits at 5.7% against a 10.8% cohort 90th-percentile threshold — below the line where forward returns have historically turned negative.Behaviour
HighCash runwayAbout 3.3 quarters of cash at current burn ($500M cash against $601M a year of burn) - names in this bucket: 26.8% catastrophe rate within a year.Solvency
LowPost-earnings driftDrift odds at full strength (+2.44% / 63-day spread reference from measured post-earnings drift).Timing
LowDividend riskNot scored for this name.Not scored
LowRestatement historyFiling history is not deep enough to check for restatements.Not scored
LowCrowded shortNot in a warn state: the crowded-short model only publishes when short interest and thin liquidity coincide, and neither condition is met here.Not scored
Signal
3 of 8 surfaces clear.
8 surfaces checked, 3 clear. The binding constraint is position size — the tail cap is the one that binds. Each row states which surface it is and what it measured; a surface that could not be scored says so rather than counting as clear.
Who should skip it
Skip it if any of these is you
You can't sit through -66%
That is this name's deepest measured fall, on 81% annualized volatility. A drawdown of that size is normal here, not exceptional.
You want income
A 0.00% yield is a rounding error against cash. This is a capital-gains position.
You're already heavy in this market
A 4.31 beta means you would be stacking the same bet rather than spreading it.
You'd size it like a core holding
The binding cap is 1.6% of a portfolio. Above that the tail stops being survivable.
Our track record10 resolved
Track recordBUILDING IN THE OPEN
29 logged
29 calls logged on this name, 10 resolved so far. Calls are logged the moment they are made, so the open ones are public before anyone knows how they turn out, and a hit-rate is not published until enough of them resolve.
Calls on AAOITHIS NAME
29
This name's own call count. Too few have resolved to publish a rate over them, so none is shown rather than a rate over 10.
0610-K disclosed linksCOMMUNICATION EQUIPMENT
The wider context
5 mapped peers, 4 connections.
↳ Plain EnglishCompanies do not trade alone. This is the peer set, the supply chain that has to deliver, and the macro variables that move the stock regardless of company news.
Rate sensitivity
+183.0% per +1ppSECTOR
This is the SECTOR prior, not a measurement of this name — the regression did not clear its own bar. The verdict beside it (headwind) comes from the prior too, so the two agree by construction rather than by evidence.
Versus peersLatest session
Peer set · 5 names
SymbolRelationshipPriceSession
CSCOSupplier$109.51-0.66%
NOKPeer$10.68+0.75%
NOKBFPeer$10.70+1.13%
HPEPeer$60.76-0.46%
LITEPeer$930.91+4.17%
The mapped peer set and how each traded in the latest session. A peer moving with this name says the move is the sector's; one moving against it says the move is this company's.
Time machineHistory from 2023-06-01
Signal
3 of 4 backward windows are positive.
Look-back returns describe what happened, not what is likely. They are here to set the scale a future move would be measured on.
Macro driversRolling window
Next macro catalystIN 7 DAYS
Consumer Sentiment
2026-09-25. A scheduled release that moves this stock independently of anything the company does.
Events · what moves this stockSep 16, 2026
Core PCE (the Fed's gauge) is due in 12 days.
Core PCE (the Fed's gauge)Usually hurts when inflation runs hotter than expectedHotter inflation means higher interest rates for longer, and that hits fast-growing tech companies hardest because most of their value sits in profits years away.
Typical for the Technology sector
On the day +0.2% · A week later +7.4% · Two weeks later +15.7% · Rose on 17 of 39 report days
Across the last 39 Core PCE (the Fed's gauge) reports since Jun 28, 2023, AAOI moved +0.2% on average on the day and was 15.7% higher two weeks later. The S&P 500 moved +0.2% on those days.
FOMC decisionUsually hurts when the Fed sounds more hawkish than expected
Higher rates for longer hit tech hardest, because so much of its value is profits years away.
Typical for the Technology sector
On the day +0.8% · A week later +7.6% · Two weeks later +12.3% · Rose on 19 of 39 report days
Across the last 39 FOMC decision reports since Jul 1, 2023, AAOI moved +0.8% on average on the day and was 12.3% higher two weeks later. The S&P 500 moved -0.1% on those days.
PCE inflation is due in 12 days.
PCE inflationUsually hurts when inflation runs hotter than expectedHotter inflation means higher interest rates for longer, and that hits fast-growing tech companies hardest because most of their value sits in profits years away.
Typical for the Technology sector
On the day +0.2% · A week later +7.4% · Two weeks later +15.7% · Rose on 17 of 39 report days
Across the last 39 PCE inflation reports since Jun 28, 2023, AAOI moved +0.2% on average on the day and was 15.7% higher two weeks later. The S&P 500 moved +0.2% on those days.
Core inflation (core CPI)Usually hurts when inflation runs hotter than expected
Hotter inflation means higher interest rates for longer, and that hits fast-growing tech companies hardest because most of their value sits in profits years away.
Typical for the Technology sector
On the day +2.4% · A week later +6.7% · Two weeks later +4.3% · Rose on 22 of 38 report days
Across the last 38 Core inflation (core CPI) reports since Jun 12, 2023, AAOI moved +2.4% on average on the day and was 4.3% higher two weeks later. The S&P 500 moved +0.3% on those days.
Inflation (CPI)Usually hurts when inflation runs hotter than expected
Hotter inflation means higher interest rates for longer, and that hits fast-growing tech companies hardest because most of their value sits in profits years away.
Typical for the Technology sector
On the day +2.4% · A week later +6.7% · Two weeks later +4.3% · Rose on 22 of 38 report days
Across the last 38 Inflation (CPI) reports since Jun 12, 2023, AAOI moved +2.4% on average on the day and was 4.3% higher two weeks later. The S&P 500 moved +0.3% on those days.
Initial jobless claimsUsually helps when more people file for benefits than expected
Rising joblessness pushes the Fed toward lower rates, which lifts growth-priced tech.
Typical for the Technology sector
On the day -0.1% · A week later +3.5% · Two weeks later +7.2% · Rose on 79 of 169 report days
Across the last 169 Initial jobless claims reports since Jun 8, 2023, AAOI moved -0.1% on average on the day and was 7.2% higher two weeks later. The S&P 500 moved 0.0% on those days.
Producer prices (PPI)Usually hurts when producer prices run hotter than expected
Hotter inflation means higher interest rates for longer, and that hits fast-growing tech companies hardest because most of their value sits in profits years away.
Typical for the Technology sector
On the day +2.3% · A week later +6.2% · Two weeks later +4.4% · Rose on 23 of 39 report days
Across the last 39 Producer prices (PPI) reports since Jun 12, 2023, AAOI moved +2.3% on average on the day and was 4.4% higher two weeks later. The S&P 500 moved +0.3% on those days.
Job openings (JOLTS) is due in 11 days.
Job openings (JOLTS)Usually hurts when job openings come in higher than expectedStrong hiring tells the Fed it can keep rates high, which weighs on growth-priced tech.
Typical for the Technology sector
On the day +0.5% · A week later +6.8% · Two weeks later +9.3% · Rose on 22 of 38 report days
Across the last 38 Job openings (JOLTS) reports since Jul 5, 2023, AAOI moved +0.5% on average on the day and was 9.3% higher two weeks later. The S&P 500 moved 0.0% on those days.
Customer momentumSep 18, 2026
Customer momentumTOP
+2.3%
The dependency-weighted trailing return of the customers this company discloses a revenue dependence on. Their tape leads its orders.
Lead-lag gapBEHIND CUSTOMERS
-27.7%
This company's own move less its customers' weighted move. A wide gap in either direction usually closes.
Disclosed customer dependencies
CustomerRevenue weightWindow returnLast filed
CSCO11.9%-4.6%2023-02-27 · stale
AMZN11.5%-5.9%2022-02-24 · stale
META10.9%+18.3%2021-02-25 · stale
Weights are as disclosed in the filings, so they describe the last reported period rather than today. Historical, point-in-time backtest of a cross-sectional screen (135 months, 2013-2026), gross of trading costs. The equal-weighted base effect is marginal (t 1.84); statistical significance relies on the dependency weighting (t 2.02). Validated on monthly rebalancing; served daily on the same 21-bar horizon. This is a research screen describing a group-level historical spread - not a forecast of any individual stock's return.
Connections4 links · 2 confirmed
Direct connections · 4 edges
CompanyRelationSessionProvenance
META · Suppliersupplier-2.43%Confirmed · 10K
CSCO · Suppliersupplier-0.66%Confirmed · 10K
AMZN · Suppliersupplier+1.00%Rumored · manual
MSFT · Suppliersupplier-0.80%Rumored · manual
2 of 4 edges are named in a filing; the rest come from reporting we have not matched to one yet, and are labelled as such.
Glossary · every term on this page
Survival
Altman Z
Bankruptcy-risk score. Above 3.0 is the safe band.
Piotroski F
Nine pass/fail health tests; 7 or more is strong.
Beneish M
Accrual and growth pattern screen. Clear below −2.22, watch to −1.78, elevated above; a year of very fast revenue growth lifts it by construction.
Merton DTD
Standard deviations of asset value between the company and its debt.
EDF
Default frequency calibrated on what actually happened to similar names.
Price & tape
RSI-14
Momentum gauge 0–100. Above 70 is overbought, below 30 oversold.
ATR
Average true range — the size of a typical day.
VWAP
20-day volume-weighted average price — the average paid over the last month; the page shows no intraday VWAP.
Supertrend
A trend-following stop line. A close through it flips the read.
Chandelier
A trailing stop set a few average ranges below the recent high.
Options & flow
Gamma / GEX
Dealer hedging pressure. Negative gamma amplifies moves both ways.
Call / put wall
The strikes with the heaviest open interest; they act as ceiling and floor.
Max pain
The strike where most options expire worthless.
13F · Form 4
Institutional filings, 45 days after quarter end. Insider trades, within two days.
Scoring
Composite signal
Independent factors scored and netted into one number.
Hit-rate
Share of past calls that resolved in the direction stated.
Brier score
Calibration measure. Lower means stated probabilities track reality.
HHI
Concentration 0–10,000. Above 2,500 means one segment carries the company.
EVT
Fits the tail rather than assuming a bell curve, so bad days are not understated.