October payrolls outlook holds near 50% at the 70-80K range

Name: October payrolls outlook holds near 50% at the 70-80K range
Creator: ClearMarket
Published: 2026-08-11T00:00:00.000Z
License: https://creativecommons.org/licenses/by/4.0/

Kalshi ladder

record: CMSIG2026081103 | category: momentum-repricing | target: CM-EVT-6CSLHX0K76 | published: 2026-08-11

4-bullet brief | narrative

The prediction market ladder implies October 2026 payrolls in the 70,000-80,000 range, with the 70K rung at 50% and the 80K rung at 45%.
July's 23,000 job loss sits well below this implied range, suggesting the market does not yet fully extrapolate the July weakness into October.
May revised to 63,000 and June to 20,000 already reflect a softening trend; October pricing above zero implies a partial rebound expectation.
Resolves via the Bureau of Labor Statistics nonfarm payrolls release for October 2026; revisions to prior months could shift the effective benchmark.

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: U.S. employers shed 23,000 jobs in July, with prior months also revised sharply lower, raising fears of sustained labor market weakness.exa_search → Dani Tietz · as_of 2026-08-12T09:07:43+00:00
publisher: Dani Tietz
published_at: 2026-08-11T00:00:00.000Z
source_url: https://mahometdaily.com/u-s-payrolls-slip-by-23000-in-july-as-health-care-gains-offset-public-education-retail-losses/

[02] pm_response

interp: This ladder carries priced data; the distribution is centered well above zero, implying markets treat July as a trough rather than 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-at-70k-80k-prediction-market-2026-08-11/`
JSON	REST API for developers	`https://clearmarket.fyi/signals/oct-payrolls-implied-at-70k-80k-prediction-market-2026-08-11.json`
MCP	agentic AI tool call (Claude Desktop, Cursor, Continue)	`clearmarket.get_signal("oct-payrolls-implied-at-70k-80k-prediction-market-2026-08-11")`
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": "CMSIG2026081103",
  "published_at": "2026-08-11T00:00:00.000Z",
  "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": "Nonfarm payrolls change, October 2026",
  "bullets": [
    "The prediction market ladder implies October 2026 payrolls in the 70,000-80,000 range, with the 70K rung at 50% and the 80K rung at 45%.",
    "July's 23,000 job loss sits well below this implied range, suggesting the market does not yet fully extrapolate the July weakness into October.",
    "May revised to 63,000 and June to 20,000 already reflect a softening trend; October pricing above zero implies a partial rebound expectation.",
    "Resolves via the Bureau of Labor Statistics nonfarm payrolls release for October 2026; revisions to prior months could shift the effective benchmark."
  ],
  "atomic_claims": [
    {
      "type": "news_event",
      "field_provenance": {
        "story": {
          "tier": "mediated",
          "method": "exa_search",
          "source": "Dani Tietz",
          "source_url": "https://mahometdaily.com/u-s-payrolls-slip-by-23000-in-july-as-health-care-gains-offset-public-education-retail-losses/",
          "retrieved_at": "2026-08-12T09:07:43+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": "U.S. employers shed 23,000 jobs in July, with prior months also revised sharply lower, raising fears of sustained labor market weakness.",
      "publisher": "Dani Tietz",
      "published_at": "2026-08-11T00:00:00.000Z",
      "source_url": "https://mahometdaily.com/u-s-payrolls-slip-by-23000-in-july-as-health-care-gains-offset-public-education-retail-losses/"
    },
    {
      "type": "pm_response",
      "field_provenance": {
        "notes": {
          "tier": "editorial",
          "method": "llm_judge_cm_signal_v1"
        }
      },
      "notes": "This ladder carries priced data; the distribution is centered well above zero, implying markets treat July as a trough rather than 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": "Dani Tietz: U.S. payrolls slip by 23,000 in July as health care gains offset publi",
      "url": "https://mahometdaily.com/u-s-payrolls-slip-by-23000-in-july-as-health-care-gains-offset-public-education-retail-losses/",
      "published_at": "2026-08-11T00:00:00.000Z",
      "retrieved_at": "2026-08-12T09:07:43+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 CMSIG2026081103 published 2026-08-11T00:00:00.000Z signature sha256-9dda6b515dd… ← underlying event all signals →