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Claim LD10-HQ-C19 (v1.0)

Across 27 markets in DNR 2026, 4% of all respondents said they always/often click through from AI chatbot news answers; among chatbot-news users, the corresponding rate was about 42%.

Provenance and status

Claim type
Estimate
Publication status
Eligible for publication, with qualifiers: denominator visible
Verification state
Checked against the primary source; its denominator was reconciled (recorded as “CONTENT VERIFIED / DENOMINATOR RECONCILED”). Who checked this claim is not recorded for it; claim checks so far were AI-led, and no person has checked claims against their sources.
Does not license
Contradiction between 4% and 42%, or observed click logs
Limitations
Self-report; different user-base sizes
Source (as cited)
Reuters Institute DNR 2026 chapter + executive summary
Source type
Survey (recorded as “Cross-national survey”)
Institutional position
Independent academic research institute
Maturity of the evidence
Rapidly maturing evidence
Recorded date
25 September 2026
Currentness / correction
This is the current version. No correction or concern is recorded on its sources.

Sources this version cites

Version

This page shows version v1.0. Its record never changes, even when newer evidence arrives; the site may add a note to the page or withhold a figure not cleared for public use.

This pinned version is also the current version.

Versions: v1.0 · current

Raw record: every recorded field, with its coded values

All 25 canonical Claim fields, verbatim, with the coded values derived from them. The plain-language labels above are read from these.

Claim type (coded)
ESTIMATE (as printed: “ESTIMATE”)
Publication status (coded)
ELIGIBLE (DENOMINATOR_VISIBLE) (as printed: “ELIGIBLE WITH DENOMINATOR VISIBLE”)
Verification state (coded)
CONTENT_VERIFIED_PRIMARY (DENOMINATOR_RECONCILED)
Source type (coded)
SURVEY
Maturity (coded)
RAPIDLY_MATURING
#Canonical fieldCanonical value (verbatim)Normalized (Claim Value Vocabulary v1.0.2)
1CLAIM IDLD10-HQ-C19—
2PUBLIC-FACING CLAIMAcross 27 markets in DNR 2026, 4% of all respondents said they always/often click through from AI chatbot news answers; among chatbot-news users, the corresponding rate was about 42%.—
3CLAIM TYPEESTIMATEbase_types: ESTIMATE
4RESEARCH STRANDG — Referral behaviour—
5MATURITYRAPIDLY MATURINGstates: RAPIDLY_MATURING
6SOURCEReuters Institute DNR 2026 chapter + executive summarysource_ids: SRC-LD10-REUTERS-DNR-2026-CHAPTER-EXEC-SUMMARY
7SOURCE TYPECross-national surveyclasses: SURVEY
8INSTITUTIONAL POSITIONIndependent academic research institute—
9SCOPE27-market click-through module—
10DESIGNSurvey self-report—
11SAMPLE / DATASETFull sample plus chatbot-news-user subgroup—
12MODEL / TOOL / VERSIONStandalone AI chatbots—
13COMPARATORSearch and social media—
14MAIN RESULT4% full-sample AI click-through vs 19% search/17% social; ~42% among AI-news users—
15INFERENTIAL TARGETDenominator-sensitive referral propensity—
16DOES NOT LICENSEContradiction between 4% and 42%, or observed click logs—
17VERIFICATION STATECONTENT VERIFIED / DENOMINATOR RECONCILEDstate: CONTENT_VERIFIED_PRIMARY · qualifiers: DENOMINATOR_RECONCILED · verified_by: UNKNOWN
18LIMITATIONSSelf-report; different user-base sizes—
19CONTRADICTORY / SUPPORTING SOURCESPopulation denominator explains apparent discrepancy—
20GEOGRAPHY / LANGUAGE27 markets / multilingual—
21DISTRIBUTIONAL LEDGERAI users who click are relatively motivated by verification/source curiosity—
22R01 / FIELD-MAP LINKSD7, R-1, R-2—
23WHAT WOULD CHANGE THIS CLAIM?Behavioural trace across markets—
24PUBLICATION STATUSELIGIBLE WITH DENOMINATOR VISIBLEstate: ELIGIBLE · qualifiers: DENOMINATOR_VISIBLE
25RECORDED DATE2026-09-25—

Field 22 references resolved against Field Map v0.2: D7 (DOMAIN); R-1 (LENS); R-2 (LENS)

The sources as recorded, with their record IDs and coded source types:

Pinned Sources (field 6, version-specific)

  • “Reuters Institute DNR 2026 chapter + executive summary” → Reuters Institute DNR 2026 chapter + executive summary (SRC-LD10-REUTERS-DNR-2026-CHAPTER-EXEC-SUMMARY--v1.0) — Reuters Institute DNR 2026 chapter + executive summary; class SURVEY (explicit public provenance pin)

Cited by Living Debate versions

Cite this page

SocioLens project. (2026, September 25). Across 27 markets in DNR 2026, 4% of all respondents said they always/often click through from AI chatbot news answers; among chatbot-news users, the corresponding rate was about 42% [Claim LD10-HQ-C19, version v1.0]. SocioLens. https://sociolens-web.pages.dev/claims/ld10-hq-c19/v1.0/

@misc{sociolens_ld10_hq_c19_v1_0,
  author = {{SocioLens project}},
  title = {Across 27 markets in DNR 2026, 4\% of all respondents said they always/often click through from AI chatbot news answers; among chatbot-news users, the corresponding rate was about 42\%.},
  year = {2026},
  date = {2026-09-25},
  howpublished = {\url{https://sociolens-web.pages.dev/claims/ld10-hq-c19/v1.0/}},
  note = {Claim LD10-HQ-C19, version v1.0}
}

The link points to this version, whose record never changes. For a finding, cite the original study as well: SocioLens summarizes research and does not replace it.

Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 05e1f09855f761ba1b154e638ef48dfe32c876209ebf9e0cfb2e8dbce3bdd09e.

Frozen Drive-derived inputs

  • R07 — LD-10 Canonical Claim Ledger v1.0 — LOCKED (v1.0) — Drive ID 1f9tgGnqv80_UyhW0kCgcnTgWNPlx-DYM; revision: NOT_EXPOSED_BY_DRIVE_TEXT_EXPORT; Drive modified ; block “ENTRY 19 — LD10-HQ-C19 ” SHA-256 fb3d53b006738c0de8ec0fdc7702c7d04fca3461d2ba802623341926082cf80e; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixture fixtures/frozen/r07-ld10-claim-ledger-v1.0-canonical.

Builder decisions (not Drive data)

  • VERSION = v1.0 — basis: Claim version taken from the canonical ledger artifact version (R07 — LD-10 Canonical Claim Ledger v1.0); Implementation Architecture Selection §5 logical_id/version convention.
  • CURRENT_POINTER = true — basis: SocioLens — Programme Status & Authority Register v0.6 status for "R07 — LD-10 Canonical Claim Ledger v1.0 — LOCKED": "CURRENT."
  • FIELD_6_SOURCE_REFERENCE = SRC-LD10-REUTERS-DNR-2026-CHAPTER-EXEC-SUMMARY--v1.0 — basis: field 6 of ENTRY 19 — LD10-HQ-C19 cites "Reuters Institute DNR 2026 chapter + executive summary"; the frozen field-6 segment of this ClaimVersion's ledger block (fixtures/frozen/r07-ld10-claim-ledger-v1.0-canonical); Drive-derived identity authority (Issue #53 Source inventory, factory-hq decision HQ-ESC-sociolens-ld10-t5-20261011T050405Z-01 ruling 3 inventory S13): R07 Batch 02 lines 159, 161, 174; ledger C19 fields 6/7/8.
  • SOURCE_PROVENANCE_PIN = SRC-LD10-REUTERS-DNR-2026-CHAPTER-EXEC-SUMMARY--v1.0 — basis: Issue #5 proof rendering (Architecture Proof Protocol v0.1 AP-08 / Amendment v1.2 §6): explicit version-pinned public provenance of this ClaimVersion — the pinned field-6 Source record "Reuters Institute DNR 2026 chapter + executive summary"; Drive-derived identity authority (Issue #53 Source inventory, factory-hq decision HQ-ESC-sociolens-ld10-t5-20261011T050405Z-01 ruling 3 inventory S13): R07 Batch 02 lines 159, 161, 174; ledger C19 fields 6/7/8.