{"category":"ai-content-detection","question":"Is there a tool newsrooms can use to check content for AI generation or manipulation before publishing?","summary":"Made by Humans (Press Gazette with Flip-Pay): Being tested at Press Gazette as a prepublication checkpoint; useful as one signal among several, but pricing, external customers and trial results are undisclosed and accuracy claims are vendor-only.","source_urls":["https://mediacopilot.ai/ai-content-detection-newsrooms/"],"reviewed_dates":[{"url":"https://mediacopilot.ai/ai-content-detection-newsrooms/","date":"2026-09-14","byline":"The Copilot; editor Romy Abu-Fadel"}],"method_note":"News report on a product launch, not a review. No testing by The Media Copilot; all accuracy figures are vendor-reported and the article notes there is no independent newsroom testing.","tools":[{"id":"made-by-humans","name":"Made by Humans (Press Gazette with Flip-Pay)","vendor_url":null,"price":"Not disclosed.","price_monthly_usd_entry":null,"free_tier":null,"accuracy":"Vendor-reported only, not independently tested: Identifai (images, video, audio) says its lead image model reached 99.8% accuracy and its audio model 91.8% in its own benchmarking; Pangram (text) says its fourth-generation model produces one false positive in 10,000 cases and can distinguish lightly edited human work from fully generated text.","accuracy_pct":null,"privacy":"Each review is logged for auditing; Flip-Pay says the audit trail may help with European compliance (not tied to a specific law).","languages":"Text analysis of whole articles or sentences in English, French, Spanish and German.","limits":null,"components":{"text":"Pangram","images_video_audio":"Identifai"},"best_for":"Editors wanting a prepublication check inside the CMS (integrates with WordPress among others) for possibly AI-generated or manipulated text, images, audio and video; also checks originality, plagiarism and prior publication.","not_for":"Declaring content 'human' or 'AI' with certainty; the article frames it as one signal among several.","verdict":"Being tested at Press Gazette as a prepublication checkpoint; useful as one signal among several, but pricing, external customers and trial results are undisclosed and accuracy claims are vendor-only.","rating":null,"source_url":"https://mediacopilot.ai/ai-content-detection-newsrooms/","evidence":["Identifai says its lead image model reached 99.8% accuracy in its own benchmarking and its audio model reached 91.8%.","Pangram says its fourth-generation model produces one false positive in 10,000 cases","It has not disclosed pricing, named external customers or published results from that trial.","The tool is best understood as one signal among several"]}],"decision_rules":[{"if":"you want a prepublication check for AI-generated or manipulated text, images, audio and video inside your CMS","then":"made-by-humans","because":"Checks all four media types through one dashboard before publication, with audit logging; article stresses it is one signal among several."}],"discrepancies":[],"docs":"https://www.oasy.ai/api/newsroomtools/lj7km80w"}