Despite productivity gains, rising inflation is a key challenge explicitly cited for increasing both Cost of Sales and SG&A expenses. This pressure on profitability makes the company more receptive to solutions that offer tangible cost savings, efficiency improvements, or better expense management.
Filing excerpt
Cost of sales, exclusive of depreciation and amortization, increased $246 million, or 1%, for the year primarily due to cost inflation partially offset by productivity gains.
What this signalsFilings often name leadership changes, deals and spending plans.
sec-10kmarginPressureGet every 10-K signal for Linde and the companies you sell to, in the tools you already use.
Connect Autobound to Claude, Claude Code or Cursor with MCP. Then ask: “What changed at Linde this week?”
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This page shows a preview. The full sec-10k record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.
Company
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the APISignal
signal_nameValue in the APIassociationValue in the APIGET /v1/signals/d682a837-9764-42a3-b6e0-768b2f987377 returns this record as JSON. POST /v1/companies/enrich returns every signal for linde.com.
{
"signal_id": "d682a837-9764-42a3-b6e0-768b2f987377",
"signal_type": "sec-10k",
"signal_subtype": "marginPressure",
"detected_at": "2026-03-03T05:49:58.561+00:00",
"company": {
"name": "Linde",
"domain": "linde.com"
},
"data": {
"detail": "Despite productivity gains, rising inflation is a key challenge explicitly cited for increasing both Cost of Sales and SG&A expenses. This pressure on profitability makes the company more receptive to solutions that offer tangible cost savings, efficiency improvements, or better expense management.",
"metrics": {
"timeframe": "current_year",
"dollar_context": "Increase in cost of sales due to inflation",
"dollar_millions": 246
},
"summary": "Linde faces margin pressure as cost inflation increased Cost of Sales by $246M in 2025.",
"excerpts": "Cost of sales, exclusive of depreciation and amortization, increased $246 million, or 1%, for the year primarily due to cost inflation partially offset by productivity gains.",
"relevance": 0.7,
"sentiment": "negative",
"confidence": "high",
"source_url": "https://www.sec.gov/Archives/edgar/data/1707925/000162828026011430/lin-20251231.htm",
"filing_date": "2026-02-25",
"filing_year": 2026,
"fiscal_year_end": "12/31",
"sales_relevance": "Efficiency tools needed",
"signal_category": "financial"
}
}
curl https://signals.autobound.ai/v1/signals/d682a837-9764-42a3-b6e0-768b2f987377 \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"linde.com","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.