Ozone’s ad upgrade puts publisher data to the test Research and verification notes 13 November 2026. Author: Ivan Massow. The reporting distinguishes publisher revenue per page, click response, attributed donations and causal additional sales. These are different results. Ozone’s own10November launch supplies its early figures; the announcement does not name the trial publisher or disclose a randomised design, trial duration or an all-in technology-cost convention. It is not a general earnings forecast. Ad requests are not a count of visible adverts. Ozone Arc’s59% figure concerns donations per user reached and is footnoted to Ozone Arc modelling. Mantis’s Tesco case concerns inventory and click rates. Neither is presented here as an independently controlled incremental sales experiment. The illustrative pricing example is hypothetical. Schibsted’s current CPC products and its marginal-Meta-budget argument come from Anthony Vargas’s12November published interview with Christer Ljones in AdExchanger. The article’s updated advertiser description is respected. Neither that interview nor the earlier paid-acquisition town hall is a Tomorrow’s Publisher interview. Sara Guaglione’s13November2025 Digiday report is historical, based on anonymous conference participants. It does not establish traffic buying at Schibsted,Ozone or Nodals. Campaign-service and acquisition costs are questions to evaluate, not alleged undisclosed fees. Quotation provenance Christer Ljones, Director of ad data capabilities, Schibsted Marketing Services. Anthony Vargas interview report, AdExchanger, 2026-11-12. https://www.adexchanger.com/publishers/custom-ad-algorithms-are-helping-schibsted-media-win-budgets-back-from-meta/ Context: Meta comparison, paired with his qualification that Schibsted is not necessarily as good as Meta on average. Published reporting, not a Tomorrow’s Publisher interview. David Cohen, Chief executive, IAB. IAB cross-channel measurement decision-guide consultation announcement, 2026-10-20. https://www.iab.com/news/iab-releases-cross-channel-measurement-decisions-for-public-comment/ Context: He referred to marketing mix modelling, incrementality and attribution. Verbatim substring; no claim guide is now final or consultation remains open. Research method and forecasts Noah, a research and forecasting service, completed the saved trend programme and a bounded follow-up. Source candidates were checked for the right company, product, date and commercial outcome. Unrelated crossword, comic, holiday and financial-product matches were excluded from editorial claims. Retrieval volume is not adoption, sentiment or probability. Three automatic forecasts reached authenticated final delivery. Two other automatic targets returned no number, with the exact reason native_forecast_estimator_abstained: publisher_performance_expansion_20271113 and incremental_sales_lift. These are terminal unavailable results. No replacements were commissioned or probabilities invented. Abstention does not establish absence of the underlying effect. The article uses the30% Schibsted billing estimate because it illuminates who carries conversion risk. This is a modelled judgement, not measured frequency or a claim the event is expected. Its uncertainty interval is12%-55%. Full event scope is below. The other successful estimates are retained but do not establish overall market adoption, additional sales or publisher profitability. Original automatic forecast register [ { "slug": "publisher_performance_expansion_20270513", "question": "Between 2026-11-14 and 2027-05-13, will at least two UK or European news-publishing groups other than Schibsted each begin delivering a new direct-sold native advertising product that uses publisher first-party data and publisher-controlled optimisation, with advertisers billed per click or conversion rather than per impression?", "resolution_date": "2027-05-13", "yes_probability_pct": 29.5, "no_probability_pct": 70.5, "uncertainty_interval_pct": [ 10, 55 ], "confidence_label": "low", "final_status": "ready", "status": "ok", "failure_reason": null, "forecast_target_contract": { "contract": "forecast_target_contract.v1", "host_constructed_target": true, "kind": "binary_event", "no_pays_on": "By 2027-05-13, fewer than two qualifying publishing groups have begun delivering such products. Existing products first delivered before 2026-11-14, unpaid pilots and announced-but-undelivered products do not count.", "question": "Between 2026-11-14 and 2027-05-13, will at least two UK or European news-publishing groups other than Schibsted each begin delivering a new direct-sold native advertising product that uses publisher first-party data and publisher-controlled optimisation, with advertisers billed per click or conversion rather than per impression?", "resolution_date": "2027-05-13", "yes_pays_on": "By 2027-05-13, at least two independent publishing groups meet the definition through actual paid campaign delivery beginning after 2026-11-13. Technology partners are allowed, but the publisher must control campaign optimisation and the advertiser relationship. Publisher or advertiser campaign records, corroborated by reporting from outlets such as AdExchanger or Digiday, can verify delivery; announcements alone do not qualify." }, "run_reference": "346016a500c53a0d2f499ad262f4b3f9c72635996bc402729afa66d1e0657e44", "target_digest": "9934b7ce60e5e49afc9246c6fdca4a855f07d6fbc82ed8a2f1a6210e2edceadf", "event_publication_distinction": "The event is paid campaign delivery by two additional publishing groups. Campaign records and trade reporting verify delivery; publishing a launch announcement is not the event." }, { "slug": "publisher_performance_expansion_20271113", "question": "Between 2026-11-14 and 2027-11-13, will at least two UK or European news-publishing groups other than Schibsted each begin delivering a new direct-sold native advertising product that uses publisher first-party data and publisher-controlled optimisation, with advertisers billed per click or conversion rather than per impression?", "resolution_date": "2027-11-13", "yes_probability_pct": null, "no_probability_pct": null, "uncertainty_interval_pct": null, "confidence_label": null, "final_status": null, "status": "unavailable", "failure_reason": "native_forecast_estimator_abstained", "forecast_target_contract": null, "run_reference": null, "target_digest": null, "event_publication_distinction": "The event is paid campaign delivery by two additional publishing groups. Campaign records and trade reporting verify delivery; publishing a launch announcement is not the event." }, { "slug": "schibsted_conversion_billing", "question": "Between 2026-11-14 and 2027-11-13, will Schibsted Media deliver a direct-sold native advertising campaign using its publisher-first-party-data optimisation offering in which the advertiser is actually billed per completed sale or qualified lead, rather than per click or impression?", "resolution_date": "2027-11-13", "yes_probability_pct": 30, "no_probability_pct": 70, "uncertainty_interval_pct": [ 12, 55 ], "confidence_label": "low", "final_status": "ready", "status": "ok", "failure_reason": null, "forecast_target_contract": { "contract": "forecast_target_contract.v1", "host_constructed_target": true, "kind": "binary_event", "no_pays_on": "By 2027-11-13, no qualifying campaign has been delivered. Conversion reporting, conversion optimisation, proposed pricing and campaigns billed only on clicks or impressions do not satisfy the target.", "question": "Between 2026-11-14 and 2027-11-13, will Schibsted Media deliver a direct-sold native advertising campaign using its publisher-first-party-data optimisation offering in which the advertiser is actually billed per completed sale or qualified lead, rather than per click or impression?", "resolution_date": "2027-11-13", "yes_pays_on": "By 2027-11-13, Schibsted has delivered at least one qualifying paid campaign and incurred a payment obligation calculated from completed sales or contractually defined qualified leads. A conversion-based optimisation objective with CPC or CPM billing does not qualify. Schibsted or advertiser campaign accounts, contract descriptions or corroborated AdExchanger or Digiday reporting can verify the arrangement." }, "run_reference": "70b7ec35d0e2f3bf8fa906cfd25364a72e4356106f3401fcbe4aad154f867c9c", "target_digest": "b22c7f40da6a9a00e420c1bc65a69a469602dc5aca1be853b450226c6be4f16b", "event_publication_distinction": "The event is delivery under an actual conversion-linked payment arrangement. Commercial records and reporting are evidence, not an additional publication requirement." }, { "slug": "incremental_sales_lift", "question": "Between 2026-11-14 and 2027-11-13, will a direct-sold campaign using publisher-controlled optimisation and first-party data at a UK or European news publisher generate positive incremental completed sales in a randomized advertising holdout test, with a two-sided 95% confidence interval for sales lift entirely above zero?", "resolution_date": "2027-11-13", "yes_probability_pct": null, "no_probability_pct": null, "uncertainty_interval_pct": null, "confidence_label": null, "final_status": null, "status": "unavailable", "failure_reason": "native_forecast_estimator_abstained", "forecast_target_contract": null, "run_reference": null, "target_digest": null, "event_publication_distinction": "The event is an achieved experimental sales-lift result. Experiment records verify it; publication itself is not the target, and silence alone does not establish that no such result occurred." }, { "slug": "meta_budget_reallocation", "question": "Between 2026-11-14 and 2027-11-13, will at least one advertiser fund a delivered direct-sold performance campaign at a UK or European news publisher by deliberately reallocating an existing Meta advertising campaign budget to that publisher's first-party-data, publisher-controlled optimisation offering?", "resolution_date": "2027-11-13", "yes_probability_pct": 70, "no_probability_pct": 30, "uncertainty_interval_pct": [ 40, 88 ], "confidence_label": "low", "final_status": "ready", "status": "ok", "failure_reason": null, "forecast_target_contract": { "contract": "forecast_target_contract.v1", "host_constructed_target": true, "kind": "binary_event", "no_pays_on": "By 2027-11-13, no qualifying budget reallocation and resulting publisher campaign delivery have occurred. Publisher ambitions to compete with Meta, advertiser interest, and additive experimental budgets do not satisfy the target.", "question": "Between 2026-11-14 and 2027-11-13, will at least one advertiser fund a delivered direct-sold performance campaign at a UK or European news publisher by deliberately reallocating an existing Meta advertising campaign budget to that publisher's first-party-data, publisher-controlled optimisation offering?", "resolution_date": "2027-11-13", "yes_pays_on": "By 2027-11-13, an advertiser has delivered a qualifying paid publisher campaign funded through an actual reduction of an existing Meta campaign allocation. The advertiser's budget records or an attributed account from its budget owner, including in AdExchanger, Campaign or Digiday, can verify the transfer. Additional test spending without a corresponding Meta budget reduction does not qualify." }, "run_reference": "0f1d43ed4fcca3df79df3f6c3a72698dd0ae0b7fec9e86372e4d7dd68ce9c8ee", "target_digest": "865d656e1a336eb4a3c13921609e3c4964146d1c1a4292dd9bfdcfa3807f55aa", "event_publication_distinction": "The event is a deliberate budget transfer followed by campaign delivery. Advertiser records and attributed reporting verify that commercial action; a publisher's statement of intent does not." } ] Supporting sources OzoneOS launch https://ozoneproject.com/blog/ozone-puts-audience-intelligence-at-the-heart-of-publisher-programmatic-with-the-launch-of-ozoneos/ Ozone Arc launch https://ozoneproject.com/blog/ozone-launches-arc-evolving-its-platform-to-deliver-performance-led-outcomes/ Ozone company and founders https://ozoneproject.com/about-us/ Nodals product claims https://www.nodals.ai/ Schibsted interview, Anthony Vargas, AdExchanger https://www.adexchanger.com/publishers/custom-ad-algorithms-are-helping-schibsted-media-win-budgets-back-from-meta/ Mantis Tesco case study https://www.mantissolutions.com/insights/case-studies/tesco-case-study IAB measurement decision guide consultation https://www.iab.com/news/iab-releases-cross-channel-measurement-decisions-for-public-comment/ IAB/IAB Europe incrementality guidelines https://www.iab.com/guidelines/guidelines-for-incremental-measurement-in-commerce-media/ Prebid introduction: bids collected before ad selection https://docs.prebid.org/overview/intro.html Sara Guaglione, Digiday, paid audience acquisition reporting, 13 November 2025 https://digiday.com/media/media-briefing-publishers-turn-to-paid-audience-acquisition-tactics-to-tackle-traffic-losses/ Native research references nabdl_job_c84bb01d5b283858a84eea60dcc1d9259a6e7031709ba76dafadca14bd3499ee nabdl_job_0ae7eb8f47ab6044ac761bd2212a4f2ea1a6e3577d9ec99b81003cfc2b3dee39 Bounded post-draft job: nabdl_job_b5dab185faf3a54f2ec15eb757eddee23599e97f0a8ab4af28034718cec73f28