October payrolls implied range stays at 70K-80K on the ladder

Name: October payrolls implied range stays at 70K-80K on the ladder
Creator: ClearMarket
Published: 2026-08-07T00:00:00.000Z
License: https://creativecommons.org/licenses/by/4.0/

Kalshi ladder

record: CMSIG2026080704 | category: momentum-repricing | target: CM-EVT-6CSLHX0K76 | published: 2026-08-07

4-bullet brief | narrative

Kalshi ladder puts the October 2026 payroll print in the 70,000-80,000 range: 50% above 70,000, 45% above 80,000.
July's minus 23,000 print is a sharp outlier; the October ladder still prices positive job growth as the modal outcome.
The 85% probability above minus 25,000 and 78% above zero confirm markets do not expect sustained job losses through autumn.
Resolves via the Bureau of Labor Statistics nonfarm payroll release for October 2026.

atomic briefs | structured for retrieval

[01] news_event

significance

surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market

story: The U.S. shed 23,000 jobs in July, far below the 95,000 economist forecast, sparking concern about a lasting slowdown.exa_search → Reuters · as_of 2026-08-09T08:36:33+00:00
publisher: Reuters
published_at: 2026-08-07T00:00:00.000Z
source_url: https://www.marketscreener.com/news/us-suffers-unexpected-job-losses-in-july-markets-dial-back-rate-hike-expectations-ce7f50d2de88f227

[02] pm_response

interp: Kalshi ladder resolves via BLS payroll release; current distribution implies markets treat July's loss as a one-month anomaly, not a trend.llm_judge_cm_signal_v1

evaluation

News-cycle wires publish on coverage, not editorial selection — the day’s top stories matched to the prediction markets pricing them, so nothing is cherry-picked.

judge_engine: none — deterministic news-cycle scan
judge_verdict: auto_published
judge_confidence: n/a — no judge gate (deterministic publishing)
prompt_template: news_cycle_v1 github · auditable
match_method: entity_slug_match (mechanical)

citation graph

Every wire traces back to the ClearMarket event it is built on, and out to each venue’s own market page — so any figure here can be verified at its source.

internal

cm_event: /events/kxpayrolls-26oct/

external

venue_a: https://kalshi.com/markets/KXPAYROLLS-26OCT-T80000

programmatic access · four surfaces, same payload

AI grounded search reads embedded JSON-LD in HTML. Developers query REST. Agentic AI clients (Claude Desktop, Cursor) call MCP tools. AI crawlers index via /llms.txt. Same canonical record at every surface.

HTML	browsers, AI grounded search, crawlers (contains embedded JSON-LD `@type: Dataset`)	`https://clearmarket.fyi/signals/oct-payrolls-implied-70k-80k-kalshi-ladder-50-45-2026-08-07/`
JSON	REST API for developers	`https://clearmarket.fyi/signals/oct-payrolls-implied-70k-80k-kalshi-ladder-50-45-2026-08-07.json`
MCP	agentic AI tool call (Claude Desktop, Cursor, Continue)	`clearmarket.get_signal("oct-payrolls-implied-70k-80k-kalshi-ladder-50-45-2026-08-07")`
AGENT	AI crawler discovery index	`/llms.txt`

 PM data: platform APIs (hourly refresh). News context: retrieved with source citations. Editorial judgment: LLM judge with prompt template versioned per wire type. Per-claim provenance inline above; full per-field provenance map at the JSON endpoint under field_provenance.
  raw JSON record · same payload returned by REST endpoint
 {
  "$schema": "https://clearmarket.fyi/schema/signal/v1.json",
  "provenance_version": "0.2.0",
  "record_id": "CMSIG2026080704",
  "published_at": "2026-08-07T00:00:00.000Z",
  "detection": "news_cycle",
  "category_tag": "MOMENTUM_REPRICING",
  "secondary_tags": [],
  "pre_news_classification": "concurrent",
  "target_event_id": "CM-EVT-6CSLHX0K76",
  "target_event_slug": "kxpayrolls-26oct",
  "event_question": "U.S. nonfarm payroll jobs added, October 2026",
  "bullets": [
    "Kalshi ladder puts the October 2026 payroll print in the 70,000-80,000 range: 50% above 70,000, 45% above 80,000.",
    "July's minus 23,000 print is a sharp outlier; the October ladder still prices positive job growth as the modal outcome.",
    "The 85% probability above minus 25,000 and 78% above zero confirm markets do not expect sustained job losses through autumn.",
    "Resolves via the Bureau of Labor Statistics nonfarm payroll release for October 2026."
  ],
  "atomic_claims": [
    {
      "type": "news_event",
      "field_provenance": {
        "story": {
          "tier": "mediated",
          "method": "exa_search",
          "source": "Reuters",
          "source_url": "https://www.marketscreener.com/news/us-suffers-unexpected-job-losses-in-july-markets-dial-back-rate-hike-expectations-ce7f50d2de88f227",
          "retrieved_at": "2026-08-09T08:36:33+00:00"
        }
      },
      "significance": {
        "threshold": 5,
        "threshold_unit": "rank",
        "passed": true,
        "reason": "surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market"
      },
      "story": "The U.S. shed 23,000 jobs in July, far below the 95,000 economist forecast, sparking concern about a lasting slowdown.",
      "publisher": "Reuters",
      "published_at": "2026-08-07T00:00:00.000Z",
      "source_url": "https://www.marketscreener.com/news/us-suffers-unexpected-job-losses-in-july-markets-dial-back-rate-hike-expectations-ce7f50d2de88f227"
    },
    {
      "type": "pm_response",
      "field_provenance": {
        "notes": {
          "tier": "editorial",
          "method": "llm_judge_cm_signal_v1"
        }
      },
      "notes": "Kalshi ladder resolves via BLS payroll release; current distribution implies markets treat July's loss as a one-month anomaly, not a trend."
    }
  ],
  "evaluation": {
    "judge_engine": "none — deterministic news-cycle scan",
    "judge_verdict": "auto_published",
    "judge_confidence": null,
    "prompt_template": "news_cycle_v1"
  },
  "citations": {
    "internal": {
      "cm_event": "/events/kxpayrolls-26oct/",
      "related": []
    },
    "external": {
      "venue_a": "https://kalshi.com/markets/KXPAYROLLS-26OCT-T80000",
      "venue_b": null,
      "benchmark": null
    }
  },
  "sources": [
    {
      "label": "Reuters: US suffers unexpected job losses in July, markets dial back rate hike",
      "url": "https://www.marketscreener.com/news/us-suffers-unexpected-job-losses-in-july-markets-dial-back-rate-hike-expectations-ce7f50d2de88f227",
      "published_at": "2026-08-07T00:00:00.000Z",
      "retrieved_at": "2026-08-09T08:36:33+00:00"
    }
  ],
  "field_provenance": {
    "pm_data": "kalshi_api",
    "news_context": "exa_search",
    "editorial_judgment": "cm_signal_llm_judge"
  }
}
 
   PROVENANCE PROTOCOL v0.2 · [direct] venue api · [mediated] grounded web fetch + source url · [derived] computed from listed inputs · [editorial] versioned llm judgment · full spec /schema/provenance/v1

record CMSIG2026080704 published 2026-08-07T00:00:00.000Z signature sha256-3bf6938f78d… ← underlying event all signals →