{ "run": { "id": "cmnr14ruo05jmp658nk15zd6n", "region": "US", "assetId": "cmnr14ru105jip658r17j4tw5", "ticker": "OMC", "snapshotId": "cmnr14ruc05jkp658wzdaqrr2", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:21:32.926Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr14ruc05jkp658wzdaqrr2", "assetId": "cmnr14ru105jip658r17j4tw5", "asOf": "2026-04-08T20:00:02.000Z", "snapshot": { "asOf": "2026-04-08T20:00:02.000Z", "quote": { "asOf": "2026-04-08T20:00:02.000Z", "open": null, "price": 76.87, "dayLow": 76.38, "volume": 2547938, "dayHigh": 77.64, "currency": "USD", "prevClose": 75.65, "week52Low": 66.33, "week52High": 87.17 }, "fundamentals": { "pe": 13.303776683087, "beta": 0.764664313895143, "epsTTM": 6.09, "fcfTTM": 1655500000, "growth": { "epsYoy": -1.035809018567639, "revenueYoy": 0.1008853280302885 }, "sector": "Services-Advertising Agencies", "margins": { "net": -0.003155414285631575, "gross": null, "operating": 0.02574702262055709 }, "website": "https://omnicomgroup.com", "industry": "Advertising", "pegRatio": 3.24279556650246, "ebitdaTTM": 2175900000, "forwardPe": 17.1652542372881, "marketCap": 13815889740, "totalCash": 6881100000, "totalDebt": 9334900000, "debtEquity": 1.79855636147027, "quickRatio": 0.7203925763926035, "revenueTTM": 17271900000, "companyName": "OMNICOM GROUP INC.", "priceToBook": 1.64852543392733, "currentRatio": 0.9298264620051323, "dividendYield": 0.0320751186700775, "returnOnAssets": -0.001001556547515129, "returnOnEquity": 0.469217561932794, "analystOpinions": null, "businessSummary": "Omnicom Group Inc. is an American global media, marketing, and corporate communications holding company, headquartered in New York City. Omnicom's branded networks and specialty firms provide services in four disciplines: advertising, customer relationship management (CRM), public relations, and specialty services. The services included in these disciplines are media planning and buying, digital and interactive marketing, sports and events marketing, field marketing, and brand consultancy.", "enterpriseValue": 18635396000, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 120000, "sharesOutstanding": 310336344, "enterpriseToEbitda": 8.564454248816581, "analystTargetMedian": null, "enterpriseToRevenue": 1.078943023060578, "operatingCashflowTTM": 2938200000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:21:32.916Z" }, "results": [ { "id": "cmnr14rur05jop658tq28vr7s", "runId": "cmnr14ruo05jmp658nk15zd6n", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"AI Equity Research Model v1.0\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"OMC\",\"currency\":\"USD\",\"current_price\":76.87,\"target_price_6m\":82.5,\"target_price_12m\":87.0,\"recommendation\":\"BUY\",\"confidence\":0.62,\"thesis_bullets\":[\"IPG merger creates largest global ad holding company by revenue\",\"Current margins severely depressed by merger-related integration charges\",\"FCF yield ~12% suggests strong underlying cash generation ability\",\"EV/EBITDA of 8.6x is attractive vs historical and peer multiples\",\"Dividend yield of 3.2% provides downside support during integration period\"],\"key_drivers\":[{\"driver\":\"IPG merger synergy realization ($750M+ target)\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Margin normalization from merger charge roll-off\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Elevated debt load post-merger ($9.3B)\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Organic revenue growth from combined platform\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"AI/data-driven marketing capabilities expansion\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Integration execution risk and client conflicts\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Macro advertising spend sensitivity\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Strong free cash flow conversion supports deleveraging\",\"impact\":\"MED\",\"direction\":\"POS\"}],\"risks\":[\"Merger integration execution delays or cost overruns could persist beyond 2026\",\"Client losses from overlapping accounts in combined entity\",\"Macroeconomic slowdown reducing advertising budgets globally\",\"Debt-to-equity of 1.8x limits financial flexibility in downturn\",\"Disruptive AI tools could disintermediate traditional agency services\"],\"assumptions\":{\"revenue_cagr_3y\":0.035,\"ebit_margin_target\":0.13,\"wacc\":0.085,\"terminal_multiple\":12.0},\"scenarios\":{\"bear\":{\"target_price\":65.0,\"prob\":0.2,\"notes\":\"Integration stalls, client attrition, macro downturn compresses multiples.\"},\"base\":{\"target_price\":87.0,\"prob\":0.55,\"notes\":\"Margins recover toward 10%+, synergies on track, modest organic growth.\"},\"bull\":{\"target_price\":105.0,\"prob\":0.25,\"notes\":\"Full synergy capture, strong organic growth, re-rating to 11x EV/EBITDA.\"}},\"method_notes\":\"Blended valuation: normalized EPS of ~$7.00 at 12.5x forward P/E plus FCF yield cross-check ($5.34/sh at 16x). Current depressed margins (2.6% operating) reflect IPG merger charges; recovery to 10-13% over 12-24M drives upside. Weighted scenario price ~$87 supports BUY. Forward P/E of 17.2x in snapshot implies consensus EPS ~$4.48 near-term, consistent with ongoing charges. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI Equity Research Model v1.0", "risks": [ "Merger integration execution delays or cost overruns could persist beyond 2026", "Client losses from overlapping accounts in combined entity", "Macroeconomic slowdown reducing advertising budgets globally", "Debt-to-equity of 1.8x limits financial flexibility in downturn", "Disruptive AI tools could disintermediate traditional agency services" ], "ticker": "OMC", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Margins recover toward 10%+, synergies on track, modest organic growth.", "target_price": 87 }, "bear": { "prob": 0.2, "notes": "Integration stalls, client attrition, macro downturn compresses multiples.", "target_price": 65 }, "bull": { "prob": 0.25, "notes": "Full synergy capture, strong organic growth, re-rating to 11x EV/EBITDA.", "target_price": 105 } }, "confidence": 0.62, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.035, "terminal_multiple": 12, "ebit_margin_target": 0.13 }, "key_drivers": [ { "driver": "IPG merger synergy realization ($750M+ target)", "impact": "HIGH", "direction": "POS" }, { "driver": "Margin normalization from merger charge roll-off", "impact": "HIGH", "direction": "POS" }, { "driver": "Elevated debt load post-merger ($9.3B)", "impact": "HIGH", "direction": "NEG" }, { "driver": "Organic revenue growth from combined platform", "impact": "MED", "direction": "POS" }, { "driver": "AI/data-driven marketing capabilities expansion", "impact": "MED", "direction": "POS" }, { "driver": "Integration execution risk and client conflicts", "impact": "HIGH", "direction": "NEG" }, { "driver": "Macro advertising spend sensitivity", "impact": "MED", "direction": "NEG" }, { "driver": "Strong free cash flow conversion supports deleveraging", "impact": "MED", "direction": "POS" } ], "method_notes": "Blended valuation: normalized EPS of ~$7.00 at 12.5x forward P/E plus FCF yield cross-check ($5.34/sh at 16x). Current depressed margins (2.6% operating) reflect IPG merger charges; recovery to 10-13% over 12-24M drives upside. Weighted scenario price ~$87 supports BUY. Forward P/E of 17.2x in snapshot implies consensus EPS ~$4.48 near-term, consistent with ongoing charges. Not investment advice.", "current_price": 76.87, "recommendation": "BUY", "thesis_bullets": [ "IPG merger creates largest global ad holding company by revenue", "Current margins severely depressed by merger-related integration charges", "FCF yield ~12% suggests strong underlying cash generation ability", "EV/EBITDA of 8.6x is attractive vs historical and peer multiples", "Dividend yield of 3.2% provides downside support during integration period" ], "target_price_6m": 82.5, "target_price_12m": 87 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 36178, "createdAt": "2026-04-09T05:21:32.926Z", "usage": { "inputTokens": 3604, "outputTokens": 1670, "costUsd": 0.05977 } }, { "id": "cmnr14rur05jrp658srsd64ut", "runId": "cmnr14ruo05jmp658nk15zd6n", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"OMC_Equity_Model\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"OMC\",\n \"currency\": \"USD\",\n \"current_price\": 76.87,\n \"target_price_6m\": 85.0,\n \"target_price_12m\": 100.0,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.7,\n \"thesis_bullets\": [\n \"Revenue growth supported by digital advertising shift.\",\n \"Margin improvement potential from operational efficiency.\",\n \"High debt levels limit financial flexibility.\",\n \"Industry cyclicality introduces earnings volatility.\",\n \"Current valuation below estimated intrinsic value.\"\n ],\n \"key_drivers\": [\n {\"driver\": \"Digital advertising growth\", \"impact\": \"HIGH\", \"direction\": \"POS\"},\n {\"driver\": \"Economic sensitivity\", \"impact\": \"HIGH\", \"direction\": \"NEG\"},\n {\"driver\": \"Operating efficiency gains\", \"impact\": \"MED\", \"direction\": \"POS\"},\n {\"driver\": \"Debt and interest burden\", \"impact\": \"MED\", \"direction\": \"NEG\"},\n {\"driver\": \"Client retention and diversification\", \"impact\": \"MED\", \"direction\": \"POS\"},\n {\"driver\": \"Technological adoption and innovation\", \"impact\": \"HIGH\", \"direction\": \"POS\"},\n {\"driver\": \"Competitive intensity in advertising\", \"impact\": \"MED\", \"direction\": \"NEG\"},\n {\"driver\": \"Interest rate environment\", \"impact\": \"LOW\", \"direction\": \"NEG\"}\n ],\n \"risks\": [\n \"Economic downturn reducing advertising budgets\",\n \"Increased competition from digital platforms like Google and Facebook\",\n \"Currency exchange rate volatility affecting international revenue\",\n \"High financial leverage increasing vulnerability to rate hikes\",\n \"Rapid technological change requiring constant capital investment\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.06,\n \"ebit_margin_target\": 0.03,\n \"wacc\": 0.07,\n \"terminal_multiple\": 8.5\n },\n \"scenarios\": {\n \"bear\": {\"target_price\": 80.0, \"prob\": 0.2, \"notes\": \"Economic slowdown pressures margins and growth.\"},\n \"base\": {\"target_price\": 100.0, \"prob\": 0.6, \"notes\": \"Steady revenue growth and margin improvement.\"},\n \"bull\": {\"target_price\": 120.0, \"prob\": 0.2, \"notes\": \"Strong digital adoption and cost savings boost earnings.\"}\n },\n \"method_notes\": \"Valuation via DCF with 6% revenue CAGR, 3% EBIT margin, 7% WACC, 8.5x terminal multiple. BUY due to ~30% upside with medium confidence from mixed evidence. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "OMC_Equity_Model", "risks": [ "Economic downturn reducing advertising budgets", "Increased competition from digital platforms like Google and Facebook", "Currency exchange rate volatility affecting international revenue", "High financial leverage increasing vulnerability to rate hikes", "Rapid technological change requiring constant capital investment" ], "ticker": "OMC", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Steady revenue growth and margin improvement.", "target_price": 100 }, "bear": { "prob": 0.2, "notes": "Economic slowdown pressures margins and growth.", "target_price": 80 }, "bull": { "prob": 0.2, "notes": "Strong digital adoption and cost savings boost earnings.", "target_price": 120 } }, "confidence": 0.7, "assumptions": { "wacc": 0.07, "revenue_cagr_3y": 0.06, "terminal_multiple": 8.5, "ebit_margin_target": 0.03 }, "key_drivers": [ { "driver": "Digital advertising growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Economic sensitivity", "impact": "HIGH", "direction": "NEG" }, { "driver": "Operating efficiency gains", "impact": "MED", "direction": "POS" }, { "driver": "Debt and interest burden", "impact": "MED", "direction": "NEG" }, { "driver": "Client retention and diversification", "impact": "MED", "direction": "POS" }, { "driver": "Technological adoption and innovation", "impact": "HIGH", "direction": "POS" }, { "driver": "Competitive intensity in advertising", "impact": "MED", "direction": "NEG" }, { "driver": "Interest rate environment", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Valuation via DCF with 6% revenue CAGR, 3% EBIT margin, 7% WACC, 8.5x terminal multiple. BUY due to ~30% upside with medium confidence from mixed evidence. Not investment advice.", "current_price": 76.87, "recommendation": "BUY", "thesis_bullets": [ "Revenue growth supported by digital advertising shift.", "Margin improvement potential from operational efficiency.", "High debt levels limit financial flexibility.", "Industry cyclicality introduces earnings volatility.", "Current valuation below estimated intrinsic value." ], "target_price_6m": 85, "target_price_12m": 100 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 364, "createdAt": "2026-04-09T05:21:32.926Z", "usage": { "inputTokens": 2115, "outputTokens": 3716, "costUsd": 0.002153 } }, { "id": "cmnr14rur05jpp658ev89xwny", "runId": "cmnr14ruo05jmp658nk15zd6n", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"EquityResearch_Omnicom_v2\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"OMC\",\n \"currency\": \"USD\",\n \"current_price\": 76.87,\n \"target_price_6m\": 81.00,\n \"target_price_12m\": 85.00,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.7,\n \"thesis_bullets\": [\n \"Strong FCF generation of $1.65B yields roughly 12%, providing a solid valuation floor.\",\n \"Digital and CRM segments drive top-line resilience despite traditional advertising headwinds.\",\n \"Generative AI presents both margin expansion opportunities and long-term pricing model risks.\",\n \"Undemanding valuation at 8.5x EV/EBITDA limits downside risk in a mild recession.\",\n \"Consistent capital returns via 3.2% dividend yield and share repurchases support total return.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Macroeconomic ad spend trends\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Generative AI integration\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Client in-housing shifts\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Digital/CRM revenue mix\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Share repurchases\",\n \"impact\": \"LOW\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest rate environment\",\n \"impact\": \"LOW\",\n \"direction\": \"NEG\"\n }\n ],\n \"risks\": [\n \"Generative AI could commoditize creative services and pressure agency retainer fees.\",\n \"A global macroeconomic slowdown would directly reduce corporate advertising budgets.\",\n \"Continued trend of large brands moving marketing functions in-house.\",\n \"Elevated debt levels ($9.3B) could restrict aggressive M&A or capital returns.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.03,\n \"ebit_margin_target\": 0.14,\n \"wacc\": 0.085,\n \"terminal_multiple\": 8.5\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 68.00,\n \"prob\": 0.2,\n \"notes\": \"Ad spend contracts amid recession, AI disrupts pricing power.\"\n },\n \"base\": {\n \"target_price\": 85.00,\n \"prob\": 0.6,\n \"notes\": \"Steady low-single-digit growth, margins hold, buybacks continue.\"\n },\n \"bull\": {\n \"target_price\": 100.00,\n \"prob\": 0.2,\n \"notes\": \"AI drives significant margin expansion and digital CRM accelerates.\"\n }\n },\n \"method_notes\": \"Valuation based on 8.5x EV/EBITDA and DCF. Probability-weighted scenario expected return is ~10%, supporting a BUY rating. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "EquityResearch_Omnicom_v2", "risks": [ "Generative AI could commoditize creative services and pressure agency retainer fees.", "A global macroeconomic slowdown would directly reduce corporate advertising budgets.", "Continued trend of large brands moving marketing functions in-house.", "Elevated debt levels ($9.3B) could restrict aggressive M&A or capital returns." ], "ticker": "OMC", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Steady low-single-digit growth, margins hold, buybacks continue.", "target_price": 85 }, "bear": { "prob": 0.2, "notes": "Ad spend contracts amid recession, AI disrupts pricing power.", "target_price": 68 }, "bull": { "prob": 0.2, "notes": "AI drives significant margin expansion and digital CRM accelerates.", "target_price": 100 } }, "confidence": 0.7, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.03, "terminal_multiple": 8.5, "ebit_margin_target": 0.14 }, "key_drivers": [ { "driver": "Macroeconomic ad spend trends", "impact": "HIGH", "direction": "POS" }, { "driver": "Generative AI integration", "impact": "HIGH", "direction": "POS" }, { "driver": "Client in-housing shifts", "impact": "MED", "direction": "NEG" }, { "driver": "Digital/CRM revenue mix", "impact": "MED", "direction": "POS" }, { "driver": "Share repurchases", "impact": "LOW", "direction": "POS" }, { "driver": "Interest rate environment", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Valuation based on 8.5x EV/EBITDA and DCF. Probability-weighted scenario expected return is ~10%, supporting a BUY rating. Not investment advice.", "current_price": 76.87, "recommendation": "BUY", "thesis_bullets": [ "Strong FCF generation of $1.65B yields roughly 12%, providing a solid valuation floor.", "Digital and CRM segments drive top-line resilience despite traditional advertising headwinds.", "Generative AI presents both margin expansion opportunities and long-term pricing model risks.", "Undemanding valuation at 8.5x EV/EBITDA limits downside risk in a mild recession.", "Consistent capital returns via 3.2% dividend yield and share repurchases support total return." ], "target_price_6m": 81, "target_price_12m": 85 }, "errorsJson": { "attempts": [ { "error": "sanity_error: buy_scenario_return_too_low: BUY requires >= 6% return from probability-weighted scenarios.", "attempt": 0, "rawOutputTruncated": "{\n \"model\": \"EquityResearch_Omnicom_v1\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"OMC\",\n \"currency\": \"USD\",\n \"current_price\": 76.87,\n \"target_price_6m\": 80.00,\n \"target_price_12m\": 84.00,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.7,\n \"thesis_bullets\": [\n \"Strong FCF generation of $1.65B yields roughly 12%, providing a solid valuation floor.\",\n \"Digital and CRM segments drive top-line resilience despite traditional advertising headwinds.\",\n \"Generative AI presents both margin expansion opportunities and long-term pricing model risks.\",\n \"Undemanding valuation at 8.5x EV/EBITDA limits downside risk in a mild recession.\",\n \"Consistent capital returns via 3.2% dividend yield and share repurchases support total return.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Macroeconomic ad spend trends\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Generative AI integration\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Client in-housing shifts\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Digital/CRM revenue mix\",\n \"impact\": \"MED\",\n \"direction\": \"P…" } ], "providerMeta": { "model": "gemini-3-pro-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 20448, "createdAt": "2026-04-09T05:21:32.926Z", "usage": { "inputTokens": 3184, "outputTokens": 825, "costUsd": 0.016268 } }, { "id": "cmnr14rur05jnp6580v0qf3l1", "runId": "cmnr14ruo05jmp658nk15zd6n", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"OMC\",\"currency\":\"USD\",\"current_price\":76.87,\"target_price_6m\":79.5,\"target_price_12m\":81,\"recommendation\":\"HOLD\",\"confidence\":0.63,\"thesis_bullets\":[\"Valuation is modest at 13.3x trailing P/E and 8.6x EV/EBITDA.\",\"Revenue remains positive, but earnings and margins were distorted by recent charges.\",\"Strong cash generation supports dividends, buybacks, and debt service.\",\"Advertising demand is cyclical; macro softness can offset execution gains.\",\"Shares look near fair value unless margin normalization proves durable.\"],\"key_drivers\":[{\"driver\":\"Organic revenue growth\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Margin normalization\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"AI-enabled productivity\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Net debt reduction\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Dividend yield support\",\"impact\":\"LOW\",\"direction\":\"POS\"},{\"driver\":\"Macro ad-spend slowdown\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Client concentration or churn\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Labor cost inflation\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Macro recession cuts client budgets\",\"Margins fail to normalize\",\"Debt stays elevated\",\"Platform and AI disintermediation\",\"Execution risk on restructuring\"],\"assumptions\":{\"revenue_cagr_3y\":0.025,\"ebit_margin_target\":0.11,\"wacc\":0.09,\"terminal_multiple\":8.3},\"scenarios\":{\"bear\":{\"target_price\":68,\"prob\":0.25,\"notes\":\"Ad budgets weaken and margins stay compressed.\"},\"base\":{\"target_price\":81,\"prob\":0.5,\"notes\":\"Low-single-digit growth and partial margin recovery support fair value.\"},\"bull\":{\"target_price\":92,\"prob\":0.25,\"notes\":\"Stronger demand and cleaner margins justify a modest rerating.\"}},\"method_notes\":\"Snapshot fields used as authoritative. Valuation anchored on normalized earnings/FCF with 8.3x terminal EV/EBITDA and 9.0% WACC; no sell-side targets used. Mixed fundamentals and only ~5% 12M upside support HOLD. not investment advice\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "OpenAI o3", "risks": [ "Macro recession cuts client budgets", "Margins fail to normalize", "Debt stays elevated", "Platform and AI disintermediation", "Execution risk on restructuring" ], "ticker": "OMC", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Low-single-digit growth and partial margin recovery support fair value.", "target_price": 81 }, "bear": { "prob": 0.25, "notes": "Ad budgets weaken and margins stay compressed.", "target_price": 68 }, "bull": { "prob": 0.25, "notes": "Stronger demand and cleaner margins justify a modest rerating.", "target_price": 92 } }, "confidence": 0.63, "assumptions": { "wacc": 0.09, "revenue_cagr_3y": 0.025, "terminal_multiple": 8.3, "ebit_margin_target": 0.11 }, "key_drivers": [ { "driver": "Organic revenue growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Margin normalization", "impact": "HIGH", "direction": "POS" }, { "driver": "AI-enabled productivity", "impact": "MED", "direction": "POS" }, { "driver": "Net debt reduction", "impact": "MED", "direction": "POS" }, { "driver": "Dividend yield support", "impact": "LOW", "direction": "POS" }, { "driver": "Macro ad-spend slowdown", "impact": "HIGH", "direction": "NEG" }, { "driver": "Client concentration or churn", "impact": "MED", "direction": "NEG" }, { "driver": "Labor cost inflation", "impact": "MED", "direction": "NEG" } ], "method_notes": "Snapshot fields used as authoritative. Valuation anchored on normalized earnings/FCF with 8.3x terminal EV/EBITDA and 9.0% WACC; no sell-side targets used. Mixed fundamentals and only ~5% 12M upside support HOLD. not investment advice", "current_price": 76.87, "recommendation": "HOLD", "thesis_bullets": [ "Valuation is modest at 13.3x trailing P/E and 8.6x EV/EBITDA.", "Revenue remains positive, but earnings and margins were distorted by recent charges.", "Strong cash generation supports dividends, buybacks, and debt service.", "Advertising demand is cyclical; macro softness can offset execution gains.", "Shares look near fair value unless margin normalization proves durable." ], "target_price_6m": 79.5, "target_price_12m": 81 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_01e4ad23d6739f500069d75c207f5481979e299460e7bffaaa", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 53380, "createdAt": "2026-04-09T05:21:32.926Z", "usage": { "inputTokens": 2386, "outputTokens": 2727, "costUsd": 0.042353 } }, { "id": "cmnr14rur05jqp6583keieg14", "runId": "cmnr14ruo05jmp658nk15zd6n", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"Fundamental DCF Model\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"OMC\",\n \"currency\": \"USD\",\n \"current_price\": 76.87,\n \"target_price_6m\": 80.2,\n \"target_price_12m\": 84.5,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Consistent revenue growth from diversified global clients\",\n \"Strong FCF supports dividends and balance sheet repair\",\n \"Digital and CRM segments offer long-term expansion potential\",\n \"Attractive valuation versus history and ad agency peers\",\n \"Economic cyclicality and competition constrain greater upside\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Digital advertising market growth\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Macro impact on client ad spend\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Operating margin expansion\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Major client churn\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Debt reduction and lower interest\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Data privacy and regulation\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"AI-driven marketing services\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Recession reduces marketing budgets\",\n \"Loss of key multinational clients\",\n \"Data privacy rules hurt digital ads\",\n \"FX volatility in international revenue\",\n \"Intense competition from consultancies\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.05,\n \"ebit_margin_target\": 0.15,\n \"wacc\": 0.085,\n \"terminal_multiple\": 12\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 68,\n \"prob\": 0.3,\n \"notes\": \"Deep recession triggers sharp ad spending cuts.\"\n },\n \"base\": {\n \"target_price\": 84.5,\n \"prob\": 0.5,\n \"notes\": \"Steady sector growth and modest margin gains.\"\n },\n \"bull\": {\n \"target_price\": 98,\n \"prob\": 0.2,\n \"notes\": \"Accelerated digital wins and market share gains.\"\n }\n },\n \"method_notes\": \"3-stage DCF with 5% revenue CAGR, 15% EBIT margin target, 8.5% WACC and 12x terminal multiple. Modest 10% upside supports BUY despite cyclical risks. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "Fundamental DCF Model", "risks": [ "Recession reduces marketing budgets", "Loss of key multinational clients", "Data privacy rules hurt digital ads", "FX volatility in international revenue", "Intense competition from consultancies" ], "ticker": "OMC", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Steady sector growth and modest margin gains.", "target_price": 84.5 }, "bear": { "prob": 0.3, "notes": "Deep recession triggers sharp ad spending cuts.", "target_price": 68 }, "bull": { "prob": 0.2, "notes": "Accelerated digital wins and market share gains.", "target_price": 98 } }, "confidence": 0.62, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.05, "terminal_multiple": 12, "ebit_margin_target": 0.15 }, "key_drivers": [ { "driver": "Digital advertising market growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Macro impact on client ad spend", "impact": "HIGH", "direction": "NEG" }, { "driver": "Operating margin expansion", "impact": "MED", "direction": "POS" }, { "driver": "Major client churn", "impact": "MED", "direction": "NEG" }, { "driver": "Debt reduction and lower interest", "impact": "MED", "direction": "POS" }, { "driver": "Data privacy and regulation", "impact": "MED", "direction": "NEG" }, { "driver": "AI-driven marketing services", "impact": "MED", "direction": "POS" } ], "method_notes": "3-stage DCF with 5% revenue CAGR, 15% EBIT margin target, 8.5% WACC and 12x terminal multiple. Modest 10% upside supports BUY despite cyclical risks. Not investment advice.", "current_price": 76.87, "recommendation": "BUY", "thesis_bullets": [ "Consistent revenue growth from diversified global clients", "Strong FCF supports dividends and balance sheet repair", "Digital and CRM segments offer long-term expansion potential", "Attractive valuation versus history and ad agency peers", "Economic cyclicality and competition constrain greater upside" ], "target_price_6m": 80.2, "target_price_12m": 84.5 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "c296dc90-dad7-92cc-abc9-08910ebaf9b6", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 19077, "createdAt": "2026-04-09T05:21:32.926Z", "usage": { "inputTokens": 2727, "outputTokens": 3575, "costUsd": 0.061806 } } ] } }