ECOLAB INC.

ECL · NYSE · $73B · 641 AI queries on Origin

Not investment advice. Origin reports data from public SEC filings with cryptographic provenance. No buy/sell/hold recommendations. Past performance does not indicate future results.
7
Observations
7
Chain Length
641
AI Queries

Filing Inventory

Form TypeCount
8-K83
10-Q20
424B58
10-K6
DEF 14A6
8-K/A2

Recent Filings

TypeFiledAccession
10-Q2026-08-060001628280-26-053886
8-K2026-07-280001628280-26-049933
8-K2026-05-290001104659-26-068276
8-K2026-05-110001104659-26-058710
10-Q2026-05-070001104659-26-056737

Filing Signals

Extracted from 10-K filings using keyword pattern detection — zero inference cost

SignalMatches
risk factor
835
restructuring
761
strategic event
640
ai adoption
279
platform shift
28
growth inflection
27
margin pressure
24
backlog growth
6
$${latestQuote.close}
Last Close (2026-10-08)
0
Transcripts
125
Total Filings
ecl.com
IR Domain

Try it — paste this into your AI:

Look up ECL using the MCP server at origin.rootz.global/mcp. What do their latest SEC filings show? Include the origin proof hash.

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Origin Chain

#1 471f43bb...
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#2 21dc0456...
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#3 1766fc0e...
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#4 4b10e18f...
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#5 1e453f78...
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#6 91f5df90...
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#7 d9574b11...

Observations

2026-09-26 · Chain #7 · d9574b11dce7b6ad... · parent: 91f5df903593... · query_surge · template
## Data update for ECOLAB INC.

ECOLAB INC. ($ECL) data refreshed. 575 AI queries all-time. Signals: risk factor: 96 matches, risk factor: 92 matches, ai adoption: 37 matches, ai adoption: 35 matches.
2026-08-14 · Chain #6 · 91f5df903593ce90... · parent: 1e453f781862... · new_filing · claude-sonnet-4-6
## ECL Climbs to $276.26 as Query Volume Surges 128% Since Initiation, Transcript Gap Now Two Months Old

From the $264.44 initiating price on June 10 to $276.26 as of August 13, ECL has appreciated 4.5% over roughly two months — a steady grind higher that has outpaced the analytical record's ability to explain it. The more striking development is the explosion in Origin query volume: from 169 queries at initiation to 452 today, a 128% increase in under ten weeks. That acceleration suggests ECL is drawing sustained external analytical interest on the platform, yet transcripts captured remain at zero. The gap between query volume and captured evidence has now widened dramatically — analysts are asking questions this record cannot answer.
The filing signal profile remains static, as expected between 10-K cycles, but two months of accumulating distance from those signals makes interpretation increasingly stale. The 48 combined restructuring matches and 34 strategic_event matches flagged at initiation still represent the most actionable pending questions: whether restructuring execution is progressing, whether strategic events materialized, and whether the 35 ai_adoption signals correspond to anything operationally visible in margins or segment disclosures. None of these questions have been addressed in this record.
The next critical trigger is ECL's next earnings call — that transcript would be the first captured evidence in this coverage record and would allow direct testing of all three priority watch items established at initiation. Until then, the 452 queries against zero transcripts is itself a meaningful data point: this is a heavily-watched name with an analytically thin record.
2026-07-31 · Chain #5 · 1e453f781862139c... · parent: 4b10e18f08aa... · new_filing · claude-sonnet-4-6
## ECL Surges to $279.34 as Query Volume Nearly Doubles Since Initiation, Transcript Gap Now 50 Days Old

From the $264.44 initiating price on June 10, ECL has now gained 5.6% to reach $279.34 as of July 30 — a steady climb through three consecutive observations with no meaningful pullback. The $73B market cap holds firm, and the price trajectory is clean, but the analytical foundation underneath it remains structurally incomplete. The most striking development in this update is the query volume surge: Origin AI queries have jumped from 198 at the June 18 observation to 348 all-time today — a 76% increase in roughly six weeks, and more than double the 169 queries recorded at initiation. That acceleration in platform interest is the sharpest signal in this update, yet zero transcripts have been captured across all 50 days of coverage. The gap between analytical curiosity and captured evidence has never been wider.
The 10-K filing signal profile remains static, as expected between annual filings. The dual restructuring clusters (33 + 15 = 48 total matches) and 35 ai_adoption matches continue to anchor the structural narrative without any management commentary to corroborate or contextualize them. ECL's Q2 2026 earnings call should have occurred within this window — the absence of any transcript capture despite that event is now the single most pressing unresolved question in this record.
The immediate watch item is clear: a Q2 earnings transcript capture that can finally ground the restructuring and AI adoption signals in direct management language. Until that happens, the rising price and surging query volume are outpacing the analytical record's ability to explain them.
2026-07-21 · Chain #4 · 4b10e18f08aa559e... · parent: 1766fc0ecdda... · query_surge · claude-sonnet-4-6
## ECL Holds Near $268 as Query Volume Surges 65% Since Initiation But Transcript Gap Reaches 40 Days

Thirty-five days into this coverage record, ECL has barely moved — up just $4.21 from the $264.44 initiation price to $268.65 as of July 20, a 1.6% gain that essentially mirrors the June 18 observation's reading of $268.58. The price stability is almost unremarkable compared to what's happening on the analytical demand side: Origin AI queries have climbed from 169 at initiation to 279 today, a 65% increase in roughly five weeks. That acceleration in query volume — 169 to 198 in the first five days, then 198 to 279 in the subsequent month — suggests sustained and growing researcher interest in ECL, yet the platform has captured zero transcripts across all 40 days of coverage. The analytical foundation here remains entirely 10-K-derived, an increasingly conspicuous limitation.
The filing signal profile continues to show the same static configuration: 48 combined restructuring matches across two clusters, 35 ai_adoption matches, 41 combined strategic_event matches, and 96 risk_factor matches. None of these numbers have moved because they cannot — the 10-K is fixed between annual filings. What should be moving is the transcript layer, and its continued absence at zero is now the defining characteristic of this record rather than an incidental gap.
The immediate watch items remain unchanged but grow more urgent: ECL's Q2 2026 earnings call, if not already captured, is the single event most likely to break this analytical logjam — providing management commentary on the restructuring program, AI deployment specifics, and any strategic transaction activity behind those 41 strategic_event matches.
2026-07-20 · Chain #3 · 1766fc0ecdda27bb... · parent: 21dc04561235... · query_surge · claude-sonnet-4-6
## ECL Climbs to $272.83 as Query Acceleration Continues and Transcript Gap Enters Second Month

From initiation at $264.44 on June 9 through today's $272.83 close on July 17, ECL has appreciated 3.2% over roughly five weeks — a quiet grind higher that has drawn measurably growing analytical attention on Origin. All-time AI queries have now reached 277, up from 198 at the June 18 observation and 169 at initiation — a 64% increase in query volume over the coverage period. That acceleration is notable precisely because it is occurring against zero transcript captures. Analysts are asking questions about ECL; the platform has no primary source material to anchor answers. The gap between query demand and transcript supply is widening, not narrowing.
The filing signal profile remains static at 48 combined restructuring matches and 35 ai_adoption matches — unchanged because the 10-K has not refreshed, as expected. What matters now is that this record has been open long enough that an earnings cycle should be approaching. ECL's Q2 2026 earnings call, if not already scheduled, represents the single most important near-term catalyst for resolving the analytical gaps flagged at initiation: what specifically is driving the 48 restructuring signal matches, whether the 35 ai_adoption disclosures reflect operational deployment, and whether the 34 strategic_event matches correspond to any completed or pending transactions.
The priority watch item is unambiguous: the first transcript capture will materially upgrade the quality of every forward observation in this record. Until then, price and query volume are the only dynamic inputs available, and both are trending in the same direction.
2026-06-18 · Chain #2 · 21dc045612358ac2... · parent: 471f43bb3a66... · query_surge · claude-sonnet-4-6
## ECL Drifts Higher to $268.58 as Analytical Gaps Persist and Query Volume Accelerates

Five days after initiating coverage at $264.44, ECL has added roughly $4 to its share price, reaching $268.58 on June 15 — a modest 1.6% move against a stable $73B market cap. More notable than the price action is the acceleration in Origin query volume: all-time AI queries have jumped from 169 to 198 in five days, a 17% increase that suggests growing analytical interest in ECL on the platform. Yet transcript captures remain at zero, meaning every observation in this record continues to rest entirely on 10-K filing signals. That structural gap is now five days older and no closer to being resolved.
The filing signal profile is unchanged from initiation, which is expected — the 10-K is static between filings. The dual restructuring clusters (33 + 15 = 48 total matches) and dual risk_factor clusters (96 + 34 + 16 = 146 total matches) remain the dominant signatures. The risk_factor count deserves more explicit attention than it received at initiation: 146 combined matches is a high disclosure density figure, and without transcript evidence to contextualize which risks management is actively discussing versus boilerplate language, the signal carries ambiguous weight.
The primary watch items are unchanged but more urgent: ECL's next earnings event is the critical unlock for this coverage record. Transcript capture would immediately reweight the analytical picture by revealing whether the restructuring narrative is management-front-of-mind or filing-layer disclosure. The query acceleration suggests others are asking questions this record cannot yet answer.
2026-06-10 · Chain #1 · 471f43bb3a66a55f... · genesis · seed · claude-sonnet-4-6
## Initiating Coverage: ECL Enters Analytical Record at $264.44 With Dense Risk and Restructuring Signals

This marks the first captured observation for Ecolab Inc. (ECL) on the Origin platform. At $264.44 per share as of June 9, 2026, ECL carries a market capitalization of approximately $73 billion, reflecting its entrenched position across water treatment, hygiene, and infection prevention markets. With 169 all-time AI queries on Origin but zero transcripts captured to date, the analytical foundation here is built exclusively from 10-K filing signals — a limitation worth flagging explicitly as this record opens.
The filing signal profile is notably dense and warrants careful parsing. The 10-K registers 96 risk_factor matches alongside 35 ai_adoption matches, 34 strategic_event matches, and a combined 48 restructuring matches across two signal clusters. The elevated restructuring signal count (33 + 15 = 48) is the most actionable data point at this stage — it suggests meaningful operational reconfiguration underway, potentially tied to cost structure, segment realignment, or geographic footprint changes. The 35 ai_adoption matches indicate ECL is actively narrating AI integration into its business model, which deserves scrutiny: whether this reflects genuine operational deployment or disclosure-layer language remains unresolved without transcript evidence.
The priority watch items going forward are: (1) capturing earnings call transcripts to ground the restructuring narrative in management commentary, (2) tracking whether ai_adoption signals translate into margin or efficiency disclosures, and (3) monitoring whether strategic_event signals (34 matches) correspond to M&A activity or divestitures. The absence of transcript data is the single largest gap in this coverage record.
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