Lamar Advertising Company (LAMR)

Investment Committee Summary

Investment Thesis

Lamar Advertising owns and operates one of the largest outdoor advertising networks in North America, structured as a property trust: it owns the display locations and sells the space on them, so the asset is real estate while the revenue is advertising. That mix explains the economics — a margin near 41%, because the cost of a display is largely fixed once it is built, which leaves occupancy and rate as the only two things that matter. At $150 on 9 September 2026, near the 52-week high, the shares are fairly valued against the engine's triangulated value (+3%), on a cash-flow multiple of 17 with net debt of ~$5.2B and a distribution yield supplying much of the expected return. The decisive variable is advertiser demand per display: with a fixed asset base, incremental revenue converts to cash flow at a very high rate, and the same leverage runs in reverse. The most damaging risk is that outdoor budgets are discretionary and are set annually — an advertiser can withdraw from a market within a quarter, while the trust's cost base and its site obligations persist.

Narrative drafted 2026-08-16 by claude-opus-5 under supervision; reviewed by Marinus 2026-08-16.

The dashboard below is the whole argument on one page: spot ($150) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

Advertising is the most cancellable line in a customer's budget, and space sold at a lower rate stays at that rate for the length of the contract. The mechanism is rate rather than occupancy: an operator facing softer demand fills inventory by discounting, so revenue falls while utilisation looks unchanged, and at a margin near 41% almost all of that decline reaches cash flow. Financing is the second leg — it carries net debt of ~$5.2B, and a trust distributing most of its taxable income deleverages very slowly, so a higher refinancing cost is absorbed rather than repaid. The structural version the engine prices is not a cyclical dip but budget migrating permanently toward channels that measure their results more precisely; in that path the asset base is worth less and the multiple falls alongside the income. The structural target sits below the 52-week low.

Key Debate

P/E Multiple explains 79% of Monte Carlo outcome variance — i.e. value is set by the multiple the market will pay, a rate/sentiment regime bet as much as an earnings bet.

What the Market Is Pricing In

At the current price, the market pays 24.8× consensus forward EPS, and a peer median 16.1×.

Variant perception: the house view is in-line with consensus, and the thesis is primarily margin-driven.

Scenario Analysis

The scenario tree spans a structural 'Structural — Obsolescence / Demand Loss (Office/Hotel)' downside ($69.46) to a 'Bull — Re-Rate' bull case ($279); the probability-weighted blend (PWEV $158) is +5% versus spot.

Share-count charge: none applied. The probability-weighted value above is the gross per-share figure — no annual dilution is deducted — stock-based compensation runs at 1.5% of revenue; free cash flow net of SBC is $0.70B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

• Structural — Obsolescence / Demand Loss (Office/Hotel) (20%, $69.46). Structural impairment — demand loss / obsolescence — assets re-price below the expiring rate: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
• Cyclical Occupancy / RevPAR Decline (17%, $118). Cyclical downturn — utilisation + realised rate on re-pricing + cap rates / interest rates weakens for 1–2 years before normalising.
• Base — Stabilization + FFO (35%, $164). Mid-cycle — normalised utilisation + realised rate on re-pricing + cap rates / interest rates; disciplined capital allocation; steady returns.
• Growth — Recovery / Conversion / Pricing (20%, $221). Upside — recovery + repricing lifts earnings above mid-cycle; the multiple expands modestly.
• Bull — Re-Rate (8%, $279). Upside tail — sustained tight conditions or a structural re-rate on recovery + repricing.

Valuation Triangulation

Two weighted anchors — a scenario-weighted pwev and a monte carlo median (student-t + regime switching) — read them with their basis in mind. The Monte Carlo, the DCF terminal and any peer re-rate key off a market multiple, so they are not fully independent; only discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat two numbers as two independent votes.

The house blend DECLARES five anchor weights — DCF 35%, scenario PWEV 25%, Monte Carlo 15%, sum-of-parts 15%, peer re-rate 10%. For this name DCF, sum-of-parts, peer P/E re-rate are not computed, so 60% of the declared weight is redistributed across the anchors that exist — which is why the weights above differ from the declared ones. The fair value is unaffected by this disclosure; the blend has always worked this way.

Peer EV/Revenue re-rate — 0% weight: it duplicates the peer-multiple information already carried by the Peer P/E anchor while ignoring margin mix; weighting both would double-count the peer view. Shown as a cross-check.

FFO, P/FFO & Distributions

For a REIT, GAAP EPS is meaningless — depreciation is a massive non-cash charge, so REITs are valued on Funds From Operations (FFO ≈ net income + real-estate D&A) and P/FFO, not P/E. Every 'earnings' and 'multiple' figure in this report is therefore on an FFO basis.

The valuation runs on FFO × P/FFO (the standard REIT frame); the cash-flow DCF is omitted (a REIT's development/maintenance capex is funded against the asset base, not free cash). The dividend yield (3.9%) is the income anchor; cap-rate / interest-rate moves and same-store NOI drive the scenarios.

Monte Carlo — the outcome distribution

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $149 and 49% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (79% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $258; the peer-median forward P/E is 16.1x, but the engine carries no P/E-implied price for this name (no forward-EPS basis at the peer step). A premium is only justified by superior growth/margins; otherwise it is multiple risk. Excluded from the weighted blend — shown only as a market cross-check.

Across all anchors the spread is 69% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Peer Quality & Weighting

Quality-weighted forward P/E: 16.6× (simple median 16.1×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $108–$164, centre $133 (-11% vs spot); spot sits at the 74th percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.

Risk / Reward & Margin of Safety

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Re-Rate): $279.

Company Overview & Business Model

Lamar Advertising Company — REAL ESTATE · REIT - SPECIALTY. Founded in 1902, Lamar Advertising (Nasdaq: LAMR) is one of the largest outdoor advertising companies in North America, with more than 357,500 displays in the United States and Canada.

How it makes money.

Edge. Wide moat — inferred from a 41% operating margin and the cyclical REIT (FFO) business model. Durable pricing power supports a terminal multiple above the market.

Revenue-Segment Breakdown

The company-specific drivers behind the valuation — each segment carries its own growth, margin, multiple and capex intensity. (Tags: FACT reported · ESTIMATE from disclosures · INFERENCE judgment.)

Named Exposures

Demand & pricing cycle (FACT/ESTIMATE)

Capital intensity & shareholder returns (ESTIMATE)

Structural risk vs optionality (INFERENCE)

Industry Context — Real Estate

This name sits in the Real Estate cluster as a cyclical REIT (FFO) name. occupancy / RevPAR / pricing + obsolescence risk + interest rates. Its scenarios are not guessed in isolation — they inherit a single, shared view of the cluster's driver cycle, so the names that depend on the same event are mutually consistent.

Value chain: WPC (real estate (FFO)) · LAMR (cyclical REIT (FFO)) · OHI (real estate (FFO)) · JLL (real estate services) · AMH (real estate (FFO)) · ELS (real estate (FFO)) · GLPI (cyclical REIT (FFO)) · EGP (growth REIT (FFO)) · AHR (real estate (FFO)) · CTRE (real estate (FFO)) · BRX (real estate (FFO)) · ADC (real estate (FFO)) · CUBE (growth REIT (FFO)) · FR (growth REIT (FFO)) · NNN (real estate (FFO)) · REXR (growth REIT (FFO)) · VNO (cyclical REIT (FFO)) · STAG (growth REIT (FFO)) · HR (real estate (FFO)) · NSA (real estate (FFO)) · RYN (cyclical REIT (FFO)) · KRG (real estate (FFO)) · CUZ (cyclical REIT (FFO)) · SBRA (real estate (FFO)) · EPR (cyclical REIT (FFO)) · KRC (cyclical REIT (FFO)) · CDP (cyclical REIT (FFO)) · IRT (real estate (FFO)) · PK (cyclical REIT (FFO))

Mapping note: name-level 'Structural — Obsolescence / Demand Loss (Office/Hotel)' (20%) + 'Cyclical Occupancy / RevPAR Decline' (17%) map to cluster Rate Shock / Oversupply / Demand Loss (37%); name-level 'Growth — Recovery / Conversion / Pricing' (20%) + 'Bull — Re-Rate' (8%) map to cluster Upside — NOI Growth / Cap-Rate Compression (28%) — the cluster row is the SUM of the mapped scenario probabilities, not a different estimate.

On the cluster's key downside — Rate Shock / Oversupply / Demand Loss — this name implies 37% vs the cluster house view of 37% (in line with the house). The cluster's full cross-stock reconciliation governs that the names which ride the same capex cycle assign it comparable odds.

Structure: Shared State — The Real Estate cycle is the shared macro driver. Driver — same-store NOI + occupancy + FFO growth + cap rates / interest rates + property demand. Dispersion — Members differ by cyclicality (quality compounders vs deep cyclicals).

Balance Sheet & Liquidity

Balance-sheet data as of 2025-12-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 147% — cash-backed.

Earnings-Call Disconfirmation & Sentiment

Derived signals from the MCH market-data store (Alpha Vantage transcripts + news). Quantitative tone only — a disconfirmation flag, not a substitute for reading the call.

Management vs analyst tone (2026Q1): management +0.66 vs analyst floor +0.00 → delta +0.66 (n=12 mgmt / 7 Q&A; 94th pctile across the S&P book, z +1.6).

Flag: ELEVATED — management unusually upbeat vs the analyst floor relative to peers (disconfirmation watch).

News (last 365d, 104 articles): avg ticker sentiment +0.24 (bullish 37% / bearish 1%)

Consensus & Market Expectations

_Consensus figures: Alpha Vantage sell-side aggregates. Where the house view sits materially above or below the street, the divergence is itself a datum — see the thesis.

Forecast Track Record

• EPS surprise: beat 25% of the last 8 quarters; average surprise -17.5%.
• Prior-forecast backtest (19 snapshots, 2026-07-21→2026-09-03): directional hit-rate 32%; mean predicted +1.4% vs realised -3.7%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

5 catalysts in the next 90 days (of 13 tracked). Importance 1–3; confidence 0–1.

_Sources: extended.catalysts, data/catalysts/.json, data/catalysts/macro.json, AV DIVIDENDS, opex 3rd-Friday calc.

Scenario Macro & Key Risks

Decision Rules (Machine-Checked)

Stance: Hold — 0 bullish / 0 bearish / 0 caution rules triggered of 6 evaluable (0 lacked data).

Machine-checked rules over disclosed inputs. The authored falsification triggers elsewhere in this report are analyst judgment and are NOT evaluated here. The stance is a portfolio-management signal and does not modify the published research rating.

Reasons the Thesis Could Fail (Falsifiable)

Pre-registered signals that would break the thesis — each polices a specific scenario boundary and is checked at every earnings update:

• Organic revenue growth / order backlog < flat-to-negative for two consecutive quarters (2 consecutive prints). Sustained demand rollover breaks the base case toward the recession scenario.
• FY revenue ($B) < 2.35 (next reported fiscal year). (rationale withheld pending re-authoring — frozen figure or verdict)
• Probability-weighted fair value (PWEV) at the next re-run < 149.94 (any scheduled re-run). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

• FACT: Spot $150; 52-week range $108–$164; engine rating HOLD; house target $158 (+5%). (source: Alpha Vantage 2026-09-08, 9 September 2026)
• INFERENCE: Triangulated FV $154 (+3% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core.
• SPECULATION: At current prices the embedded bet is that the market keeps paying the current multiple through the capex cycle — a regime call the engine cannot verify from fundamentals alone.

Conviction Score

Research Conviction measures the strength and quality of the research setup — input coverage, financial quality, valuation support, process agreement. It is NOT the probability that the recommendation succeeds; the forecast track record section is the evidence on that.

56.6/100 (confidence band 45.0–68.2), 44th percentile of 893 covered names (as of 2026-09-08). Weighted composite under config ros-1.20.0 — every component and its inputs below.

Score history: 55.8 → 56.3 → 56.4 → 56.1 → 56.2 → 56.2 → 56.3 → 56.5.

Probability-Weighted Return Profile

Horizon: 1 year — at this horizon CAGR equals total return by definition. Expected values are the probability-weighted sums over the full scenario set below.

The gross expected return is the probability-weighted scenario return (it reconciles to the gross PWEV); the diluted figure applies the SBC share-count charge and matches the published PWEV-based target.

Expected Alpha

Expected return minus the return this name is REQUIRED to deliver for its risk (1-year horizon). Constants are pre-registered (preregistered-static (amendment #2, 2026-07-29); not fitted to MCH outcomes).

A negative expected alpha does not change the rating — it says the expected return does not clear the risk-adjusted hurdle at today's price. Rating mechanics are unchanged by this section.

Probability Cross-Checks

Not authoritative. The scenario probabilities in this report are AUTHORED — a judgement about how the world might go, not a measurement. Nothing below modifies them, the target, the rating or any position size. These checks ask only whether anything outside our own model agrees with us; where it does not, that is information for the reader, not a correction we have quietly applied.

Authored set: 5 scenarios, probabilities summing to 1.0, mean target $157.86.

Factor Exposures

Cross-sectional percentiles over 893 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Market interaction: correlation vs SPY +0.51, vs QQQ +0.40 (trailing ~1y daily returns).

Options Intelligence

Preferred structure: Covered Call. The selector reads the equity view (direction) and the volatility surface — nothing here re-prices the chain.

• range-bound with rich premium — harvest elevated vol against a holding (a covered call); an iron condor sells both wings if unhedged
• Direction neutral from the overlay conviction/rating (read-only input).
• IV/RV at the 91st percentile of the cross-section → high vol bucket. This is the measure that selects the structure above: it ranks how rich this name's implied vol is against its own realised vol, relative to other names.
• Reported alongside and not used to select: this name's own ATM IV sits at the 42nd percentile of its own month-end history (decile 5). The two measures disagree here — vol is high for this name by its own history while its options are not unusually rich against its realised vol. Where they diverge, the cross-sectional measure is the one acting.
• IV term structure is in contango (longer-dated richer, slope +3.0pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.

IV term structure (contango, slope +3.0pp): 38-DTE 24% · 129-DTE 25% · 220-DTE 27%

Economics copied verbatim from the options overlay (priced from the listed chain (EOD marks)); the selector does not re-price.

Alternatives: Iron Condor, Cash-Secured Put. IV rank shown via the name's own monthly IV history (advisory); structure selected on the cross-sectional IV/RV percentile. Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Position Sizing Framework

Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Options Overlay

A defined-risk way to express the HOLD equity view. Chain as of 2026-09-08 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 23.9% (elevated regime) · expected move ±5.5% (2026-10-16) · put/call OI 0.33 · ATM Δ 0.53 / Θ -0.06 / ν 0.19. Direction: NEUTRAL (implied return +3.0% to triangulated fair value $154.41).

Covered Call (if held) (Income / neutral) — Short 160 C · 2026-10-16 · premium $0.01 · yield 0.0% · priced from the listed chain (EOD marks)

Converts a near-fair holding into income by agreeing to sell at a higher strike — worth weighing when upside looks limited near fair value and being called away is acceptable. Elevated implied volatility currently enriches the premium collected. Illustrative — no outcome is implied or guaranteed.

Put Spread (income) (Income / would-own) — Short 140 P / Long 125 P · 2026-10-16 · net $1.77 · net entry $138.24 · yield 1.3% · RoR 13.0% · max loss $13.23 · priced from the listed chain (EOD marks)

Gets paid to wait for a lower entry, with the tail capped: the sold put collects premium while the cheaper long wing below it caps the maximum loss at the spread width — a defined-risk alternative to a naked cash-secured put.

Protective Collar (if held) (Hedge) — Long 135 P / Short 165 C · 2027-04-16 · net $-0.4 · floor -10.0% · cap +10.0% · priced from the listed chain (EOD marks)

For a holder who wants to stay invested but cap risk: the sold call funds most of the protective put, fencing the position into a band — a way to ride out a de-rating without selling.

Indicative options structures — a defined-risk expression of the equity view, model-and-market illustrated from the last-close chain. NOT personalised advice or an executable quote; premiums, IV and greeks move intraday. Options carry the risk of total loss of premium. Not a registered financial adviser.

Rating Bridge

Rating = HOLD because:

• Probability-weighted scenario value implies +5% vs spot
• Monte Carlo median implies -1% vs spot
• Bear case (Structural — Obsolescence / Demand Loss (Office/Hotel)) downside is -54% vs spot
• Net: reward/risk of 0.1× is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.

Assumption Register

Inputs, Sources & Confidence

Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)

Research Provenance

Load-Bearing Assumptions

No DCF anchor is meaningful for this asset; the blend leans 62% on probability-weighted scenarios and 37% on the Monte Carlo median — the scenario probabilities are the load-bearing inputs.