Clarivate Plc (CLVT) — RQD Stock Rating Cockpit

Per the Roarable RQD rating, CLVT scores 29 out of 100 for a letter grade of E, labeled "Roarable Strong Sell — Forensic Risk / Avoid." The five pillars are: Fundamental Cash Engine at 6 of 20 (ROIC 1.3%; FCF yield 0%), Whale 13F Flow at 5 of 20 (institutional accumulation and options positioning), Insider Conviction at 5 of 20 (SEC Form 4 and Congressional PTR cluster flow), Macro Regime Fit at 5 of 20 (Beta 1.0; sector sensitivity), and Forensic Balance Sheet at 8 of 20 (Altman Z 0.2; Piotroski F 5/9; Debt/Equity 0.5). For a prospective investor, the weakest pillars are the cash engine and the forensic balance sheet, which together indicate limited evidence of return on capital and elevated financial-distress risk in the forensic metrics. The two market-flow pillars also score low, so the rating does not show strong institutional or insider conviction in either direction. Upside drivers would need to come from a measurable improvement in ROIC or free-cash-flow yield, and the rating's valuation context is limited by the absence of P/E and EPS data in the source. Second-order, the rating suggests that any recovery thesis depends on balance-sheet repair rather than on earnings momentum alone.

Per the profile, Clarivate Plc (CLVT) is a NYSE-listed issuer in the Technology sector, within the EDP Services industry. The market capitalization is $1.1B. Per the market data, gross margin is 66% and net margin is -8.2%. The source data does not describe specific products, customers, or revenue-generation mechanics beyond the sector and industry classification.

Per the SEC financials, revenue declined from $2628.8M in FY 2023 to $2455.2M in FY 2025, and operating income moved from $-734.7M to $71.5M over the same span. Per the market data, the operating margin is 2.9% and the net margin is -8.2%. Per the Roarable RQD rating, ROIC is 1.3%, Altman Z is 0.2, and Piotroski F is 5/9, with Debt/Equity at 0.5. The forensic metrics indicate weak balance-sheet strength, and the source data does not provide debt totals to verify the Debt/Equity ratio directly.

The news wire contains six items, all tagged to CLVT. Two are labeled "CATALYST" and the rest "MARKET WIRE." The only item tagged GREEN is the MarketBeat report, titled "Clarivate (NYSE:CLVT) Stock Jumps 4.4% - Time to Buy?", which is the sole positive-light signal. The remaining items carry YELLOW lights and cover a Yahoo! Finance Canada report, a Seeking Alpha piece headlined "Clarivate: Pricing The Worst, As The Business Still Has Chances," a Yahoo Finance item on valuation and sales caution, a TradingView estimates page, and a Simply Wall St forecast page. The summaries are generic and do not disclose specific fundamental events, so the catalyst content is limited to headlines. Per the Butterfly Supply-Chain Graph, the supply-chain status is NONE, with no butterfly links and no proprietary signals.

Per the Butterfly Supply-Chain Graph, the supply chain is NONE, with an empty set of butterfly links and no proprietary signals. The source data therefore does not identify upstream suppliers, downstream customers, or sector correlations. Investors should note that the absence of mapped links means no second-order ripple analysis is supported by the provided data.

• What drives the gap between the FY 2024 operating loss of $-275.6M and the FY 2025 operating income of $71.5M, and is that improvement sustainable?
• What are the total debt and EPS figures, which are recorded as N/A across all periods in the source?
• Why does the Roarable RQD rating show a 0% FCF yield when reported FCF for FY 2025 is $365.3M, and how does that reconcile with market capitalization?
• What specific events underlie the MarketBeat "Stock Jumps 4.4%" headline, given the summary's generic language?
• What supply-chain, customer, or competitive relationships exist for CLVT, given that the butterfly graph is empty?