From a brief to an approved article, every step shown
Brenzuri finds sources, groups them by origin, checks each claim across origins, writes, has a second model read the text back, and waits for a person to approve the exact version.
The brief
Say what the article is for, how long it is, which voice it uses, and which sources to use or leave out. A brief costs nothing. Writing costs 1 credit, 2 for a long article, and 1 more for each language version, in any of 22 languages.
"New EU digital privacy rules, for a general-news site, 900 words, English and Spanish."
Sources
The engine searches for outlets covering the story, adds the site’s preferred sites and any URL you pinned, and leaves out the domains you excluded and those on the published exclusion list. Official sources, such as government domains, are marked.
Read the sourcing policy →- European Commissioneuropa.euofficial
- Reutersreuters.com
- APapnews.com
- Politicopolitico.eu
- The Guardiantheguardian.com
Origins
Before anything is read, results that share an origin are grouped. Two outlets carrying the same wire report count as one origin. Then one page per origin is read.
- Reutersreuters.comyahoo.commsn.comCounted as one origin: same headline or publisher
- APapnews.comabcnews.go.comCounted as one origin: same headline or publisher
- European Commissioneuropa.eu
- Politicopolitico.eu
- The Guardiantheguardian.com
Claims
A claim is corroborated by two or more independent origins, or by an official source and an outlet. Every other claim stays in the text, underlined, with its state.
The rules apply from 1 March. Corroborated by two or more independent origins, or by an official source and an outlet.Fines can reach 4% of turnover. One source reports this.Twelve member states back a delay. Several sources, one origin: they carry the same report.Fifteen countries signed the declaration. Sources disagree on this.Each provider publishes its own audit. Reported separately; the reports do not corroborate each other.
Flags
A flagged claim has two exits. Add a source that states it, and the claim is checked again. Or keep the flag with a note, and the note travels into the export. There is no dismiss.
The Commission said
Writing and read-back
The article is written from the claims of the pages read. A second model, never the one that wrote it, reads the finished text back against the sources.
- Post-write checkRead back against the sources by a second model
- LengthWithin 15% of the target
- Facts you asked forEach one appears
- TitleNo clickbait
- Words the voice avoidsNone used
- Similarity to sourcesNo 12 words in a row copied
- Claims in the textEach claim sits on the paragraph that states it
Review and approval
Edit by hand, and each changed paragraph or list item is checked against its claims again. Only an Owner or an Editor can approve. A key or an agent cannot. The label on the export comes from the approval of that exact version.
- v1Generatedwritten by a model
- v2Hand editM. Horvat
- v3Flag keptM. Horvat, with note
- Approved · version 3Maya Chen
Export and delivery
Export as PDF, DOCX or Markdown with the source list, the flagged claims and the version record. Claims that are not corroborated carry †. Send to WordPress, always as a draft, or to a signed webhook.
Sources: europa.eu (official) · Reuters · AP · Politico · The Guardian
† Claims marked † are not confirmed by two independent outlets.
Generated with sources · reviewed by a human: yes · Approved by Maya Chen, version 3
After the first article
Beats
Beats watch topics for a site and propose articles, scored by how many origins cover them. You choose Write now or Dismiss, or let the Beat write them itself, within a weekly credit budget. A Beat can write, never publish.
AI visibility
Each site’s buyer questions are asked to ChatGPT, Claude, Gemini and Perplexity every week. You see which answers name you and which name only competitors.
See AI visibility →Agents
Brenzuri is an MCP server with 11 tools: read a site, write a brief and a draft, add sources and languages, export, and run visibility. It has no approve tool, and it never sees the credit balance.
MCP and API docs →