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%.

SocioLens project,

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

Reuters Institute DNR 2026 chapter + executive summary (Survey)
Read one of the original documents

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 field	Canonical value (verbatim)	Normalized (Claim Value Vocabulary v1.0.2)
1	CLAIM ID	LD10-HQ-C19	—
2	PUBLIC-FACING CLAIM	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%.	—
3	CLAIM TYPE	ESTIMATE	base_types: ESTIMATE
4	RESEARCH STRAND	G — Referral behaviour	—
5	MATURITY	RAPIDLY MATURING	states: RAPIDLY_MATURING
6	SOURCE	Reuters Institute DNR 2026 chapter + executive summary	source_ids: SRC-LD10-REUTERS-DNR-2026-CHAPTER-EXEC-SUMMARY
7	SOURCE TYPE	Cross-national survey	classes: SURVEY
8	INSTITUTIONAL POSITION	Independent academic research institute	—
9	SCOPE	27-market click-through module	—
10	DESIGN	Survey self-report	—
11	SAMPLE / DATASET	Full sample plus chatbot-news-user subgroup	—
12	MODEL / TOOL / VERSION	Standalone AI chatbots	—
13	COMPARATOR	Search and social media	—
14	MAIN RESULT	4% full-sample AI click-through vs 19% search/17% social; ~42% among AI-news users	—
15	INFERENTIAL TARGET	Denominator-sensitive referral propensity	—
16	DOES NOT LICENSE	Contradiction between 4% and 42%, or observed click logs	—
17	VERIFICATION STATE	CONTENT VERIFIED / DENOMINATOR RECONCILED	state: CONTENT_VERIFIED_PRIMARY · qualifiers: DENOMINATOR_RECONCILED · verified_by: UNKNOWN
18	LIMITATIONS	Self-report; different user-base sizes	—
19	CONTRADICTORY / SUPPORTING SOURCES	Population denominator explains apparent discrepancy	—
20	GEOGRAPHY / LANGUAGE	27 markets / multilingual	—
21	DISTRIBUTIONAL LEDGER	AI users who click are relatively motivated by verification/source curiosity	—
22	R01 / FIELD-MAP LINKS	D7, R-1, R-2	—
23	WHAT WOULD CHANGE THIS CLAIM?	Behavioural trace across markets	—
24	PUBLICATION STATUS	ELIGIBLE WITH DENOMINATOR VISIBLE	state: ELIGIBLE · qualifiers: DENOMINATOR_VISIBLE
25	RECORDED DATE	2026-09-25	—

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

Persuasion, Intermediation & the Information Order (v0.1) LD-10

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.