NASDAQ:APP AppLovin Corporation

ISIN: US03831W1080
Information TechnologyAdtech / SoftwareAI-cohortQ2 guidance miss
NASDAQ · Palo Alto, CA · AI adtech platform Analysis Status: On-Going
$335.67
-19.7% on the Q2 print
7 Aug 2026 · Signal v6

Changes since last report (vs 31 Jul 2026, $390.21)

APP missed Q2 revenue (~$1.95bn est vs $1.924bn) and its own guidance midpoints for the first time since IPO; the stock fell ~-14% to $335.67 (intraday -29% to $298). The signal stays HOLD across all three horizons, but the mix shifted materially: the de-rating pushed valuation out of the Expensive band into Full, so the Valuation-Ceiling and Earnings-Event gates cleared (hard-gate state caution→clear) — offset by a genuine growth-deceleration crack that trims Quality and keeps timing weak.

DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.

AppLovin Corporation

AppLovin runs an AI-driven mobile-advertising platform: its AXON engine and AppDiscovery marketplace match advertiser demand with publisher ad inventory through real-time auctions, with Adjust for measurement and MAX for in-app bidding. In plain terms, it is the auction-and-optimisation layer that helps app makers (historically mobile games, increasingly e-commerce) find users and monetise attention. Its edge is scale plus a machine-learning model that improves as more ad spend flows through it, run by a famously lean team (~900 staff) at extraordinary margins. Having divested its own games studios, it is now a pure adtech software business — one of the most profitable at its size, but one whose valuation rides on how far its ad engine can travel beyond gaming.

HorizonSignalComposite ScoreConfidenceKey Driver
Short-term (1–3 mo)HOLD4755%broken tape + fresh guidance-miss uncertainty
Medium-term (6–12 mo)HOLD5560%elite business, now only fairly (Full) valued
Long-term (3–5 yr)HOLD6462%quality vs Full valuation — anchor caps at Fair, so no BUY
Next update: 2026-08-21 — default +14d (next earnings 4 Nov is >14d out)
Table of Contents
1Five-Pillar Scorecard2Hard Gates & Do-Not-Buy Status3Pillar Detail: Business Quality4Pillar Detail: Valuation Attractiveness5Pillar Detail: Underlying Drivers6Pillar Detail: Economic Alignment7Pillar Detail: Entry/Exit Timing8Economic Event Risk9Multi-Timeframe Technical Analysis10Price Chart (6-Month Daily)11Scenario Summary12Entry / Exit Rules13Position Sizing Context14Calibration Snapshot15Data Sources & Methodology
1

Five-Pillar Scorecard

Five independent scores — each 0–100 with its own confidence. The three fundamental pillars (Quality / Valuation / Timing) set the base BUY/HOLD/SELL via the Decision Matrix; the two context pillars (Underlying Drivers, Economic Alignment) then amplify a BUY to STRONG BUY or a SELL to STRONG SELL when both corroborate.

Business Quality

81
strong (trimmed on decel)
conf 72%

Valuation Attractiveness

47
Full — no longer Expensive
conf 70%

Entry/Exit Timing

35
weak (oversold, broken)
conf 55%

Underlying Drivers

52
Neutral — no amplification
conf 60%

Economic Alignment

45
Contrarian (Headwind)
conf 55%
2

Hard Gates & Do-Not-Buy Status

Binary safety checks — any TRIGGERED gate is a hard cap regardless of the scores above; CAUTION gates are sizing notes.
Financial Distress
Net-debt/EBITDA ~0.2×; interest cover 25.8×; current 4.3×.
Earnings Event
Q2 reported 5 Aug; next print 4 Nov (>14d) — the event overhang has cleared.
Valuation Ceiling
CLEARED this run: 25.8× < 33× IT guardrail AND 1.26× < 1.40× warranted. Was TRIGGERED at 32.6× last report.
Accounting / Dilution
Earnings clean (non-op income negative); diluted share count falling on buybacks; SBC not distortive.
Regulatory / Binary
No pending M&A/FDA. 2026 short-seller claims (denied; CapitalWatch retracted) not binary/existential — carried as bear risk.
Severe Driver Collapse
Digital-ad driver 52 — nowhere near the ≤15 P&L-viability floor.
Net gate change: hard-gate state moves caution → clear. The crash de-rated APP out of the Expensive band, so the Valuation-Ceiling gate no longer fires and the earnings-event gate has passed. No Do-Not-Buy trigger is live — Trigger 2 (valuation-extreme) can no longer fire now the name is Full, not Expensive, and its earnings are clean; Trigger 3 does not fire because the stock has already repriced.
3

Pillar Detail: Business Quality

A deep dive into the Quality score: business economics, moat, ROIC and the industry benchmark.
Business Quality — Pillar Score
Elite margins/FCF/ROIC; growth-durability now a live question
81
conf 72%

Lifecycle & sector. High-growth software / AI-driven adtech (GICS Information Technology; Yahoo tags it Communication Services / Advertising — the name straddles). Metric profile: SaaS/platform — revenue growth, Rule of 40, gross margin, FCF, ROIC. Now a pure adtech platform after divesting the legacy Apps/games unit (shown as discontinued ops through mid-2025).

The Q2 crack (the headline of this report). Q2-2026 revenue was $1.924bn (+52.8% YoY) but that missed the ~$1.95bn consensus and, with the light Q3 guide (~$2.07bn, ~0.6% below Street), marked AppLovin's first miss of its own revenue and adjusted-EBITDA guidance midpoints since its 2021 IPO. Management (CEO Foroughi) attributed it to the timing of ad-model improvements being “lighter than usual” as it pushes AXON into e-commerce. Sequential growth cooled to +4.4% QoQ (from a torrid run) — the durability of the hyper-growth is now a live question, and Quality is trimmed 84→81 to reflect it plus the dent to management's beat-and-raise credibility.

Sub-signalValueReadScore
Revenue growth+52.8% YoY / +4.4% QoQElite YoY, but a sharp sequential decel + first guide miss80
Operating margin77.7% (TTM)Best-in-class; asset-light auction platform96
FCF~$4.5bn TTM, ~99% conversion, $13.37/shProdigious cash generation94
Balance sheetNet debt ~$1.1bn; interest cover 25.8×; current 4.3×Net-debt/EBITDA ~0.2× — no distress (high D/E is buyback-shrunk equity)82
Rule of 40 (software)~119 (52.8% growth + ~66% FCF margin)Off the charts — top of the software universe95
Industry benchmark — Rule of 40: ~119 vs a “good” bar of 40 and elite of 60. Score 95. Even after the decel, the growth-plus-profitability composite is extraordinary; the risk is the trajectory, not the level.

Competitive moat scorecard

Pricing power70

Auction take-rate + AXON performance edge; some advertiser price sensitivity.

Network effects72

Two-sided advertiser/publisher auction; more spend → better model → more spend.

Switching costs58

Trimmed — e-commerce advertisers multi-home across Meta/Google/Trade Desk; SDK lock-in weaker outside gaming.

Cost advantage75

898 employees running billions in ad spend — structural operating leverage.

Intangibles55

AXON model + data; not a patent/brand moat, and replicable by scaled rivals.

Moat average ≈ 66 — strong but not fortress; Switching Costs cut on the e-commerce contestation below.

Competitive Environment. The moat is strong in the core mobile-gaming adtech lane, where AXON/MAX/AppDiscovery keep taking share from Unity/ironSource and Digital Turbine. It is far more contested in the e-commerce ad lane — the very growth leg that just under-delivered — where APP goes head-to-head with Meta, Google and The Trade Desk (TTD), all with deeper first-party data and incumbency. The Q2 “lighter model improvements” admission is the first evidence that expanding beyond gaming is harder than the bull case assumed.

RivalThreat typeShare trajectoryMoat-erosion vector
Meta / GoogleIncumbent scale + 1st-party dataAPP behind / contested in e-commerceData + budget gravity; sets the pricing/effectiveness bar
The Trade DeskIndependent DSP / CTVContested in open-web/e-commerceDirect competitor for non-gaming performance budgets
Unity / ironSourceMobile-gaming adtechAPP gainingCore lane — APP's engine advantage still widening

Net effect on the moat: Switching Costs trimmed to 58, Intangibles to 55 — competitive threat moderate (core) / elevated (e-commerce). Propagated to the §11 Bear (share/margin trigger) and the §12 thesis-invalidation.

ROIC & capital allocation

ROIC sits in the top decile of software (asset-light, ~$4.5bn FCF on a small capital base; FMP ROE/ROA sub-scores both 5/5). Capital allocation is buyback-heavy — diluted shares fell to 337.9m from ~342m a year ago — disciplined, though the CEO's ongoing selling (flagged mid-2026, largely 10b5-1) tempers the skin-in-the-game read. Capital-allocation 70, management skin-in-game 60.

4

Pillar Detail: Valuation Attractiveness

Sector-appropriate multiples, FCF yield, reverse-DCF implied growth, embedded optionality, and the analyst-consensus cross-check.
Valuation Attractiveness — Pillar Score
Full band — de-rated out of Expensive; fair, not cheap, on trailing
47
conf 70%

The de-rating is the story. The ~20% print reaction dropped the clean trailing P/E from ~35.9× (pre-report) to 25.8× ($335.67 ÷ $13.01 TTM diluted EPS). That takes APP out of the Expensive band and into Full — the single most important valuation change this quarter, and what clears the Valuation-Ceiling gate (§2).

Warranted-multiple anchor (the intrinsic lens). r = 4.67% (10-Y, 6 Aug) + 4.50% ERP + 2.0% risk add-on (beta 2.48 > 1.6) = 11.2%; g_near 15% (consensus haircut ×0.75, capped at the secular-growth ceiling — held at 15%, not bumped, precisely because the first guidance miss puts durability in question); g_term 3%. Two-stage warranted P/E ≈ 20.5×. Actual clean 25.8× ÷ 20.5× = 1.26× → Full band (score 40–49). Actual 25.8× also sits below the IT guardrail (33×), so no floor breach. Not Expensive; not yet Attractive.

Why the r number is load-bearing: at 11.2% the name is Full and the signal is HOLD; a lower r (e.g. ignoring the beta trigger, ~9%) would lift warranted to ~28× and read near-Attractive. The plain rule is beta > 1.6 → +2.0%, so 11.2% is the correct basis.

LensReadingSignal
Warranted anchor (40%)25.8× vs 20.5× warranted = 1.26×Full
Forward P/E~15.8× on FY27 EPS ~$21.2Cheap on forward — but forward embeds the recovery
PEG (growth-adjusted)~0.7 (clean)Attractive if growth holds
Own-history decileDecile ~2 (near the low end of its own 5-yr P/E range)Cheapest APP has been
FCF yield~4.0% (FCF/price); ~3.2% FCF/EVFair
Analyst consensusConsensus $573, median $592, high $790, low $340 (n≈30)Large upside on paper — but pre-print/stale; low $340 ≈ spot; 2 downgrades already
FMP health ratingB (3/5): ROE 5, ROA 5, P/E 2, P/B 1, D/E 1Elite returns, stretched on price/book & leverage optics

Implied-growth read: at 25.8× the market embeds ~22% durable 5-yr growth; consensus (haircut) sits ~30% — so the price no longer demands a flawless future, but the Full band says you are paying fair, not cheap, on trailing earnings.

Embedded optionality / free upside. (1) The e-commerce ad expansion — still the largest un-modelled TAM, now partly discounted after the stumble; a genuine call option if AXON's model improvements land. (2) Operating leverage — ~900 employees; incremental revenue drops through at >75% margin. (3) Buyback at a much lower price. These are why the name is a “watch,” not a value re-rating — the core at $335 is fairly, not cheaply, priced. Valuation tilt: +4 (kept modest — the key optionality just under-delivered).

Blended Valuation score 47 (Full). Consistent with prior 38 (Expensive) → +9 as the crash de-rated it a full band.

5

Pillar Detail: Underlying Drivers

The dominant external force the stock is tethered to, scored 0–100. A context pillar: it does not change the base signal — it feeds amplification (tailwind ≥65 can lift BUY→STRONG BUY; headwind ≤35 can push SELL→STRONG SELL).
Primary Driver
Digital-advertising / AI-adtech cycle
52
Neutral — no amplification

Primary driver: the digital-advertising / AI-adtech monetisation cycle (secondary: consumer & e-commerce ad budgets). Structurally a tailwind — ad spend keeps shifting to AI-optimised performance channels — but the Q2 miss was company-specific execution (model-improvement timing), not a collapse in the driver itself.

HorizonReadScore basis
Historical (12–24m)Explosive adtech monetisation; APP the poster child75
CurrentAI-ad tailwind intact, but APP's own engine improvements stalled this quarter; macro ad budgets face a stagflation-lite tape (XLC/XLY soft)48
Forward (6–12m)Recovery hinges on the e-commerce model landing; no near-term dated catalyst until Q3 (4 Nov)50

Driver score 52 — Neutral. No amplification (needs ≥65 to lift a BUY / ≤35 to push a SELL). Base signal unchanged by the driver. The digital-ad cycle is not a P&L-collapse risk, so no Severe-Driver gate.

6

Pillar Detail: Economic Alignment

How the current economic climate sits relative to this stock, read from the latest Macro-Economic report. Classifies the macro pressure (Tailwind / Neutral / Headwind) — the second amplification input — and frames a long entry as Trend-Following or Contrarian with a 0–100 conviction.
Stance · Pressure
Contrarian · Headwind
45
conviction

Macro regime is 'stagflation-lite' with an armed S&P-concentration/AI-unwind tail. XLK reads N (short) / U (medium) / O (long) — a medium-horizon headwind, hence Contrarian. Conviction only 45: the valuation washout and oversold tape justify fading the headwind, but the fresh growth-execution crack tempers the contrarian case. Pressure is Headwind, so no STRONG-BUY amplification is available; base signals unchanged.

Source: sector-map → GICS Information Technology → XLK (APP straddles IT/Comm-Services; XLC read is similar) · Macro report 2026-07-30

7

Pillar Detail: Entry/Exit Timing

The risk-reward framework, relative strength vs SPY and the sector ETF, the macro overlay, news-derived sentiment, and the catalyst cluster.
Entry/Exit Timing — Pillar Score
Broken downtrend, deeply oversold, no confirmed reversal
35
conf 55%

Post-print, the tape is broken but deeply oversold. APP made a fresh 52-week low at $332.19 on the report session (intraday $298, ~-29%), on 2.18× average volume — a capitulation flush.

SignalReadingScore
MTF confluenceMonthly (barely) up, weekly/daily/hourly down, 15-min recovering — bearish30
Daily RSI28.9 — oversold (bounce fuel, no confirmed reversal)40
Relative strength~-45% vs its own May high; deeply lagging SPY & sector15
Risk-reward / ATRPrice far below SMA50 ($483) / SMA200 ($516); daily ATR ~$30 (~9%)34
Sentiment (grades)2 downgrades on the print (Wells Fargo OW→EW, Piper OW→Neutral); BofA/Needham/RBC/Wedbush/MS/BTIG maintained Buy/OW40
CatalystEarnings overhang now cleared; next print 4 Nov — calm calendar62

Timing 35 — Weak. The earnings binary has passed (Gate 2 clears) and the name is oversold, but a strong downtrend with no higher low and RSI below the entry band keeps timing weak. A short-term BUY would need the Technical or Catalyst group to confirm — neither is met.

8

Economic Event Risk

High-impact macro releases in the next 14 days that could swing this stock, plus the last 7 days of surprises.

Upcoming events (next 30 days)

DateEventImpactForecastPreviousRelevant?Why
2026-08-07Non-Farm Payrolls / Unemployment (Jul)High80k / 4.2%57k / 4.2%⚠️ IndirectSets the rate/risk tape for high-beta growth
2026-08-12CPI / Core CPI (Jul)High3.4% / 2.5% YoY3.5% / 2.6%⚠️ IndirectRate path drives long-duration growth multiples
2026-08-19FOMC MinutesHigh⚠️ IndirectFed path = discount-rate risk for a beta-2.5 name
2026-11-04APP Q3 earningsHighEPS ~$4.05 / rev ~$2.07bn✅ YesThe next real test of the recovery thesis

Recent surprises (last 7 days)

DateEventActualForecastSurpriseImpact
2026-08-03ISM Manufacturing PMI (Jul)55.654.0+3.0% aboveMildly risk-on
2026-08-05ISM Services PMI (Jul)54.154.5-0.7% belowNeutral
2026-08-05ISM Services Prices (Jul)70.365.0+8.2% aboveSticky-inflation flag — keeps the Fed cautious

APP is low-to-medium macro-sensitivity (dynamic macro weight 0.10), but as a beta-2.5 long-duration growth name its multiple is rate-sensitive. CPI (12 Aug) and the FOMC minutes (19 Aug) are the tape risks over the next fortnight; the company-specific catalyst is not until the 4 Nov print. No high-impact release forces a short-term override for this sector.

9

Multi-Timeframe Technical Analysis

Trend, RSI and breakout status across monthly / weekly / daily / hourly / 15-minute, with a confluence verdict.
TimeframeTrendDirectionRSIMACDKey S/RBreakoutVol
MonthlyUptrend (fading)Neutral47.5hist -28.5 (weakening)S 359 / R 745res-breakout0.3×
WeeklyDowntrendBearish37.5hist -14.3S 359 / R 545support-breakdown1.5×
DailyStrong downtrendBearish28.9 (oversold)hist -2.3 (less neg)S 377.7 / R 515support-breakdown2.2×
HourlyStrong downtrendBearish34.5hist +2.7 (turning)S 332 / R 415support-breakdownlow
15-minRecoveringNeutral56.6hist +0.5S 332 / R 352res-breakout0.4×
Confluence: Bearish · MTF Score 30

The higher timeframes are broken (weekly/daily strong down, fresh 52-wk low on 2.2× volume) while the very-short timeframes (hourly MACD turning, 15-min recovering, daily RSI 28.9) hint at an oversold bounce. That is a classic capitulation-then-stabilise setup — tradable for a bounce, but not a trend reversal. First evidence of a base would be a tested higher low above $332 and a daily RSI reclaim of 35; the trend-repair level is far away at the $483 SMA50.

10

Price Chart (6-Month Daily)

A 6-month daily close line with SMA50 and key support/resistance — the visual companion to the MTF table.

6-month daily. The 5 Aug print gapped APP from ~$418 to a fresh 52-wk low; it now sits near its warranted fair value (~$335), far below a falling SMA50 ($483).

11

Scenario Summary

Bull / Base / Bear 12-month price paths with triggers and probability weights.

Bull $500 (25%)

AXON's e-commerce model improvements land, Q3/Q4 re-accelerate and beat, and the multiple re-rates toward ~24× FY27 EPS (~$21). Trigger: a clean Q3 beat-and-raise (4 Nov) + breadth broadening (RSP catching SPY) that lifts the whole AI cohort. ~+49% from spot.

Base $410 (50%)

Growth stabilises at a decelerated-but-strong pace; the name holds ~19–20× FY27 EPS and drifts back toward analyst targets as they reset. This is the probability-weighted centre of gravity (~+22%). 'Base' here = the recovery holds, not a crash — which is why the scenario-weighted 12-m value (~$398) sits above the conservative intrinsic fair value ($335).

Bear $270 (25%)

Two bear legs. (1) Competitive / execution: the e-commerce push stalls another quarter, share stays contested vs Meta/Google/TTD, growth decelerates toward the low-30s% and margins compress — a ~15× FY27 multiple. (2) AI-cohort de-rating (inherited): the macro report's armed S&P-concentration/AI-unwind tail fires (AI private markdown / hyperscaler capex guide-down), compressing the cohort's multiple ~26× → ~18× — though much of this has already occurred (-45% from the May high, -20% on the print). Falsification of leg (2): breadth broadens, RSP catches SPY. ~-20% from spot, back toward the $298 capitulation low and below.

Probability-weighted 12-m value ≈ $398 (0.25×$500 + 0.50×$410 + 0.25×$270), ~+18% over spot — real upside if the thesis holds, which is why this is HOLD-and-watch rather than SELL. Weights sum to 100 with Base most probable.

12

Entry / Exit Rules

Three independent entry paths (Fundamental · Technical · Catalyst) and three exit triggers (Stop-Loss · Thesis · Profit-Target). Any one entry path is a valid entry — the more that agree, the larger the position the conviction ladder suggests. Exits are graded by severity, not count.

How to read this — the Conviction Ladder

The three entry groups are alternative paths to a buy, not a checklist. A group counts only when all its sub-conditions hold. How many groups are satisfied sets the suggested size — it does not gate whether you may enter: 1 group = Half-Size (a valid starter/scale-in), 2 = Full-Size, 3 = Over-Size (highest conviction); 0 = Wait (no path open yet). A strong overall signal can still read Wait here when the stock is well above its entry zones — that flags "good business, no entry edge right now," not a contradiction. Exits are graded by severity of what is live, not by a count: a hard stop is an Exit on its own.
Entry conviction: Wait0 of 3 groups met — no entry path open

Fundamental — not MET

At — not below — conservative intrinsic fair value; Full band, not Attractive.
⛔ Price $335.67 < fair value ~$335 (conservative trailing anchor)
✅ No earnings within 7 days (next 4 Nov)
✅ Underlying-Driver score ≥ 50 (52)

Technical — not MET

Strong downtrend, fresh 52-wk low, RSI below the entry band — no reclaim, no confirmed higher low yet.
⛔ Daily close > SMA50 ($483) on >1.5× volume
⛔ OR a tested bounce off $332/$298 support with a higher low
⛔ RSI 35–65 (28.9)

Catalyst — not MET

The print went the wrong way — a -20% miss, not a +5% beat-and-raise.
⛔ Post-earnings move >+5% within 24h
⛔ Guidance raised or maintained
✅ Volume > 2× average

Forecast: Fundamental — needs a further drift toward the low-$300s / high-$200s (warranted-trailing $265–$310) to open on price; possible within weeks if the tape stays weak (Moderate). Technical — a $332 higher-low + RSI-35 reclaim is the nearest realistic trigger (~1–3 weeks if it bases; Moderate); the $483 SMA50 reclaim is weeks-to-months away (Unlikely near-term). Catalyst — event-driven, tied to the 4 Nov Q3 print (Unlikely before then). Net: Wait — no entry path is open today.

Exit action: Holdno exit trigger is live — hold the position

Stop-Loss — not LIVE

⛔ Two daily closes below $298 (the capitulation low)

Thesis Invalidation — not LIVE

⛔ Full-year guidance cut (Q3 guide was light, not a FY cut)
⛔ Revenue growth decelerates below the adtech-peer median (still +52.8% YoY)
⛔ Competitive: e-commerce ad engine fails to re-accelerate for 2+ quarters / share ceded to Meta/Google/TTD
⛔ A hard gate fires (none live)

Profit-Target — not LIVE

⛔ Price into $500+ (bull) with RSI > 70

Forecast: No exit trigger is live — action Hold. The stop ($298) is ~11% below spot and the thesis-invalidation conditions are, at most, one soft flag (light Q3 guide); a confirmed break would need another weak quarter or a full-year cut.

Imagine you act at the current price of $335.67 · as of 7 Aug 2026

What if you bought now?

You are risking ~11% (to the $298 stop; ~-20% to the $270 bear) to gain ~22% (base $410) to ~49% (bull $500).

Buying today means stepping in front of a broken tape (strong daily/weekly downtrend, fresh 52-wk low) the day after the first guidance miss since IPO — none of the three entry groups is met, so it is a 0-of-3 ‘Wait’ entry. What you get for the risk: an elite ~78%-operating-margin, ~$4.5bn-FCF platform now at 25.8× trailing / ~15.8× forward (its cheapest ever), the e-commerce optionality partly de-risked by the sell-off, and a ~4% FCF yield while you wait. Read: acting now is reasonable for a patient long but timing-poor — waiting for a tested higher low above $332 (or a drift into the high-$200s) materially improves the entry.

What if you sold now?

You would be protecting ~11–20% of downside but giving up ~+18% probability-weighted 12-m upside — and selling at, not above, fair value.

No exit rule is triggered right now (stop intact, thesis one-soft-flag, well below any profit target). Selling here locks in the crash at roughly the conservative intrinsic fair value ($335) and forfeits the base-case recovery and the e-commerce call option. Read: this is a hold / watch-for-entry zone, not a mechanical sell — the case to exit only strengthens if Q3 (4 Nov) confirms the deceleration.

13

Position Sizing Context

Illustrative portfolio math (not advice) translating conviction into an allocation given risk-per-share and volatility.

Position sizing not computed — specify your portfolio allocation and role for sizing guidance.

14

Calibration Snapshot

Machine-readable snapshot of every score, level and signal, saved alongside the HTML so the next run can compute deltas.
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    "relative_strength_vs_sector": -35.0,
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  "driver_score": 52,
  "driver_label": "Neutral \u2014 no amplification",
  "economic_alignment_stance": "Contrarian",
  "economic_alignment_pressure": "Headwind",
  "economic_alignment_conviction": 45,
  "economic_alignment_source": "sector-map \u2192 GICS Information Technology \u2192 XLK",
  "macro_report_date": "2026-07-30",
  "xlk_signal": "N/U/O",
  "nonop_pct_of_net_income": 0.0,
  "clean_pe": 25.8,
  "clean_peg": 0.7,
  "competitive_share_trajectory": "stable-gaining in core mobile-gaming adtech (AXON/MAX/AppDiscovery vs Unity/ironSource); contested/behind in the e-commerce ad lane (vs Meta, Google, The Trade Desk) where the growth thesis just stumbled",
  "competitive_threat_level": "moderate (core lane) / elevated (e-commerce lane)",
  "ai_cohort_tail_inherited": true,
  "ai_cohort_bear_leg": "cohort multiple-compression leg carried in \u00a711 Bear (~26\u00d7\u219218\u00d7); much already realised (-45% from May high, -20% on the print)",
  "overall_confidence": 55,
  "fair_value_est": 335,
  "stop_loss": 298,
  "target_price": 410,
  "scenario_base_target": 410,
  "scenario_bull_target": 500,
  "scenario_bear_target": 270,
  "scenario_weights": {
    "bull": 25,
    "base": 50,
    "bear": 25
  },
  "entry_groups_met": 0,
  "entry_conviction": "Wait",
  "exit_groups_live": 0,
  "exit_action": "Hold",
  "gates_triggered": [],
  "do_not_buy_triggers": [],
  "dnb_armed_not_firing": [
    "Trigger 2 (valuation-extreme): NOW CLEAR \u2014 the de-rating took APP out of the Expensive band (25.8\u00d7 < 33\u00d7 IT guardrail, 1.26\u00d7 < 1.40\u00d7 warranted), so neither arm can fire; earnings are clean (the AI earnings-quality limb never applied).",
    "Trigger 3 (negative revisions): estimates being cut post-miss, but the stock HAS repriced (-20%), so the 'not-yet-repriced' condition fails \u2014 not fired."
  ],
  "hard_gate_state": "clear",
  "next_update_date": "2026-08-21",
  "next_update_basis": "default +14d (next earnings 2026-11-04 is >14d out)"
}
15

Data Sources & Methodology

Audit trail of every data source: fully available (✓), fallback (⚠), or failed (✗), plus provenance-based confidence haircuts.
Data Source Status
get_company_profile / get_stock_snapshot / get_yahoo_quote Price $335.67 (5-6 Aug close), beta 2.48, currency USD confirmed
get_income_statement (6q) Q2-26 filed 5 Aug: rev $1.924bn, op inc $1.494bn, NI $1.267bn, EPS $3.76 dil; non-op income negative (clean)
get_financial_ratios Trailing P/E 25.8×, op margin 77.7%, FCF/sh $13.37, interest cover 25.8×
get_multi_timeframe_analysis 5 timeframes; daily RSI 28.9 oversold, confluence bearish
get_price_target_consensus / _summary Consensus $573 / median $592 (n≈30) — largely pre-print/stale; low $340≈spot; recency-discounted
get_stock_grades / get_grades_consensus 21 buy / 4 hold / 1 sell; 2 downgrades on the print (WF, Piper)
get_ratings_snapshot FMP B (3/5): ROE 5, ROA 5, P/E 2, P/B 1, D/E 1
get_analyst_estimates FY27 EPS ~$21.2, FY28 ~$28.1 — forward-P/E + warranted inputs
get_earnings_calendar / get_economic_calendar Next APP earnings 4 Nov; CPI 12 Aug, FOMC minutes 19 Aug
get_polygon_news + WebSearch Confirmed the Q2 revenue+guidance miss and CEO 'lighter model improvements' as the -20% cause; 10-Y 4.67% (6 Aug)
Macro-Economic state (2026-07-30) XLK N/U/O; S&P-concentration/AI-unwind tail ARMED — inherited Bear leg
Impact on scores: Full MCP coverage; the only haircut is on analyst price targets (mostly pre-print, so the consensus lens is recency-discounted and the raw ~+70% upside is not taken at face value). Overall confidence ~55% — capped by the timing pillar (broken tape) and the fresh, not-yet-quantifiable growth-deceleration uncertainty.
DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.