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Publication evidence certificate

Real Voices, Real Results: Mining Social AI Platforms for Content Gold

Site signatureSignature verified

This record’s cryptographic signature was checked against the site signing key in its supplied Website Identity evidence. Signing-time authorization remains indeterminate. This does not verify the author’s identity, ownership, or the truth of the content.

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Bitcoin timestampBlockchain verified

The OpenTimestamps proof links this record’s exact manifest fingerprint to a confirmed Bitcoin block. This establishes that the fingerprint existed by the block’s timestamp. It does not verify authorship, ownership, or the claimed publication date.

Review Bitcoin verification

https://brianwinum.com/real-voices-real-results-mining-social-ai-platforms-for-content-gold/

Source author
Brian Winum

As attributed by the publisher

Source publisher
Brian Winum

Publisher-submitted attribution

First published by source

Publisher-reported date

The evidence behind this record

Submission signature

The submission was authenticated using the key enrolled for the source site.

Verified

Manifest digest

The retained manifest bytes match the SHA-256 digest in the signed submission.

Verified

Publisher site control

A signed public HTTPS challenge verified control of the source site during enrollment. This does not verify author identity, ownership, or continuing control.

Verified at enrollment

Native ContentLedger evidence

The record-scoped Bundle v3 passed the current portable verifier. Manifest bytes and source attribution match this certificate. Signing authorization remains a separate limitation.

Valid with limitations

Native record signature

Cryptographic signature result for the submitted record; this does not independently establish publisher or author identity.

Verified

Bitcoin timestamp

The complete proof binds this manifest to a Bitcoin block checked against the repository’s trusted mainnet node. Block time is not a verified publication date.

Bitcoin anchor verified

Checked · Block 974510 · View Bitcoin block

Live source content

The source page has not been fetched or compared with the submitted content fingerprint.

Not checked

A history that stays intact.

05 public records

Select a public record to inspect its metadata and evidence. Records hidden by an earlier withdrawal remain unavailable after republication.

  1. 05

    Publication revision recordedLatest

    8cb09d02-0179-4971-b174-a28e5026dfc9
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  2. 04

    Publication revision recorded

    9ba98d14-1496-4e6a-a713-28f277db588b
    View record 04
  3. 03

    Publication revision recorded

    95732fa9-b2e3-4dcf-9aec-78d1331bfdf9
    View record 03
  4. 02

    Publication revision recorded

    5c8bd912-3c99-46c1-b0d5-fcf8291b767b
    View record 02
  5. 01

    First publication recorded

    5e013de3-2e58-49f1-9e1d-97c0274378ef
    View record 01

Inspect the recorded evidence

Record 05

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Manifest bytes · SHA-256

f147fa9b03e2ca3df0e45f73adad8bfddfefc439f64c3ce67055e54ad2e4766b

Identifies the manifest file, not a fresh comparison with the live article.

Submission bytes · SHA-256

1b8142d917859b426aca5d75197de0242c4607807c6b09192398f487013a8432
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Inspect manifest metadata
{
  "$schema": "https://brianwinum.com/?wal_manifest_schema=2",
  "digests": [
    {
      "algorithm": "sha-256",
      "canonicalization": "wp-contentledger-content-v1",
      "scope": "canonical-content",
      "value": "59e6285c9da434fc0f7664ed41479c27cdbeef7f7c8621d5694bc7213b961a78"
    }
  ],
  "entryId": "urn:uuid:45515d09-e6e0-465f-a015-7749d9d6df71",
  "evidenceScope": [
    "canonical-content-integrity",
    "publisher-controlled-recording"
  ],
  "generator": {
    "name": "WP ContentLedger",
    "version": "0.13.29"
  },
  "limitations": [
    "Origin evidence does not by itself prove legal ownership, original authorship, first publication, or third-party preservation.",
    "Internet Archive status and later evidence artifacts are maintained separately so this immutable manifest is never rewritten."
  ],
  "manifestVersion": "2.0",
  "provenance": {
    "evidenceCapturedAt": "2026-11-03T21:51:25+00:00",
    "recordSource": "bulk",
    "sealedFromPreviouslyCapturedEvidence": false
  },
  "sealedAt": "2026-11-03T21:51:25+00:00",
  "subject": {
    "author": {
      "name": "Brian Winum",
      "url": "https://brianwinum.com/author/brian-winum/"
    },
    "canonicalUrl": "https://brianwinum.com/real-voices-real-results-mining-social-ai-platforms-for-content-gold/",
    "dateModified": "2026-07-28T19:23:39+00:00",
    "datePublished": "2025-05-02T09:00:00+00:00",
    "description": "Reddit Answers and SuperGrok have completely changed how I research content. Here's the workflow, the embedding technique that tripled my engagement, and the verification mistake I only had to make once.",
    "featuredImage": "https://brianwinum.com/wp-content/uploads/2026/07/real-voices-real-results-mining-social-ai-platforms-for-content-gold-featured-miner-robot-v2-branded.webp",
    "language": "en-US",
    "postType": "post",
    "publisher": {
      "name": "Brian Winum",
      "url": "https://brianwinum.com/"
    },
    "taxonomies": {
      "category": [
        {
          "name": "Blog",
          "slug": "blog"
        }
      ],
      "post_tag": [
        {
          "name": "Grok",
          "slug": "grok"
        },
        {
          "name": "Information Gain",
          "slug": "information-gain"
        },
        {
          "name": "Reddit",
          "slug": "reddit"
        }
      ]
    },
    "title": "Real Voices, Real Results: Mining Social AI Platforms for Content Gold",
    "type": "WebPage"
  }
}

This record documents submitted publication metadata and evidence. It does not establish legal ownership, original authorship, accuracy of the source material, or an independently verified publication time.