Configure the newsroom once. Then watch it work.
Ten steps, the same order every run. Four of them are research, because the difference is not that a model read the web: it is that a judge scored every source and wrote down why it left things out.
Step 1 of 10 · AssignmentA keyword opens the job. The page is still empty.
Step 2 of 10 · SourcesIt watches 64 sources you approved, and it fetched every one of them live before this run.
Step 3 of 10 · Open webIt read 14 pages, and marked 2 of them not quotable before writing a word.
Step 4 of 10 · Video & audioIt sat through 38 talks and episodes and kept 3. Every rejection has a score and a reason.
Step 5 of 10 · Quotes12 expert quotes were offered. One survived being checked word for word.
Step 6 of 10 · Brief & shapeLive search data decides the keywords and the shape, not a guess.
Step 7 of 10 · WriterThen it writes, in your persona, from the dossier, to the length you contracted.
Step 8 of 10 · Fact-checkIt pulls 40 factual claims out of its own draft and checks each one against the dossier.
Step 9 of 10 · Cover & moduleA vision model ranks 8 cover images, keeps one, and builds a quiz for the reader.
Step 10 of 10 · PublishIt publishes to your own site, with the sources it read linked at the bottom.
- Keyword
- anxiety and depression treatment
- Persona
- Clinical editor, en-US
- Contract
- 1,800 words · exactly 5 FAQs
- Citations
- 3, YMYL escalation on
- Positions
- 3 house positions, supplied once
15 desks on. Every row here is a switch. Change it by message, not by rebuild.
The full job, as the API receives it
{
"keyword": "anxiety and depression treatment",
"author_persona": "Clinical editor. Evidence first, plain language, no scare quotes.",
"point_of_view": "Therapy and approved medicine first; gadgets are not the story.",
"tone": "conversational",
"brand_mentions": [],
"language": "en",
"vertical": "healthcare",
"region": "us",
"client_positions": [
{
"topic": "first-line care",
"statement": "Start with therapy and approved medicine, not a wearable."
}
],
"seed_url": "https://adaa.example/anxiety-and-depression",
"target_words": 1800,
"faq_count": 5,
"outbound_links": 3,
"ymyl": true,
"format_selector_enabled": true,
"keyword_brief_enabled": true,
"interactive_agent_enabled": true,
"qa_fact_check_enabled": true,
"qa_quality_reviser_enabled": true,
"image_relevance_check_enabled": true,
"image_ranker_enabled": true,
"image_ranker_winner_look_enabled": true,
"outbound_linker_enabled": true,
"editorial_footer_sources_enabled": true,
"social_research_enabled": true,
"social_youtube_enabled": true,
"social_podcast_enabled": true,
"source_investment_judge_enabled": true
}
# omitted: callback_url (SDR webhook, not this sample)
# fixed: social_youtube_whisper_fallback ON · news_fallback ON · keyword_bold OFF · article_length ~1200 words / 5 sections · retriever serper (gpt-researcher) · freshness_filter 365 days / Apify timeframe 1y · eeat_settings
# not a knob: semantic_dedup, cascade_recovery, meta_description_hook, publisher_kind_and_credentials, publisher_excerpt, cron_cadence_and_target_posts, social_amplifier, secrets_server_hostRequested keyword: anxiety and depression treatment. Seeded from an authority page the client named.
Job opened · informational intent · not a duplicate of a published piece
Poll the approved feeds. Tag each by tier. New items are the main trigger for a run.
64 feeds fetched and parsed live · plus 14 watched pages that have no feed
Build the dossier from real URLs you actually open. Nothing gets cited that was not read.
14 sources read · 12 citable · 2 excluded from citations (a social post, a homepage)
Transcribe only what adds first-hand facts the written sources lack. Score each transcript from 0 to 5.
38 screened · 6 judged worth transcribing · 3 kept · reasons recorded for the rest
Only quote a speaker whose credential is stated in the source. Match every word against the original.
12 candidates · 8 verbatim · 1 kept (out: 5 no role, 2 organization, 4 not verbatim)
Pull live volume, intent and related queries. Let the search results decide the format.
1 primary + 4 secondaries · 16 related queries reviewed · FAQ page with FAQPage schema
Draft in the client persona, from the dossier and the house positions. Never invent a study.
1,944 words (contract 1,800) · 12 sections · exactly 5 FAQs
Extract every factual claim and check it one by one against the research. Rewrite what is not supported.
40 claims checked · 38 verified · 2 unsupported, rewritten · 0 inflated · 0 contradicted
Rank cover candidates against the headline, then take a second look. No stock smiles.
8 candidates · 1 winner · scored quiz built, 5 questions
Write the meta description and excerpt, attach the sources footer, post to the CMS.
Published with an evidence record · 5 on-page links checked live (HTTP 200) · 2 external
Type / to choose a block. Nothing is written yet: the next nine steps fill this page.
Plus 14 watched pages with no feed: regulator bulletin boards, hospital newsrooms, agency notices, read by a page reader set up per site. When the feeds are quiet, a discovery keyword searches the news instead.
+ 7 more read · every URL opened, not just listed in a search result
+ 34 more screened · every one scored, every rejection written down
“Cognitive therapy is considered to be the gold standard treatment in the field of psychotherapy… It can be for depression. It can be for anxiety disorder including social phobia.”
Professor of Psychiatry, national mental-health institute · YouTube · March 2026
Matched word for word against the recording before it was offered
Left out: 5 speakers with no stated role · 2 attributed to an organization · 4 that did not match the source word for word. A guard removes any quote in the draft that is not on this verified list.
Anxiety and depression treatment: evidence-based options and when to get help
Both conditions are treatable. Evidence-based options include psychological therapies, especially CBT, behavioral activation, and, for moderate-to-severe symptoms, medication.
Clinical editor · 1,944 words · 12 sections · 5 FAQs
How long do symptoms need to last before I should seek help?
Get help if symptoms last two weeks or longer and interfere with daily life.
Is depression just feeling sad after a stressful event?
Sadness after a loss or a big change is normal and often eases. Depression is different: a medical condition with lasting emptiness that makes daily life harder.
What is the difference between depression and anxiety?
They are different conditions that commonly occur together: many people with depression also have anxiety.
Citations inserted: 2. Tier 1 government or peer-reviewed, Tier 2 established publisher. 11 social posts and 1 homepage were dropped as citation candidates by health mode.
Empty consulting room, morning light
Stock smile, hands on chest
Close-up of pills
Person crying at a desk
Brain with glowing nodes
Yoga pose at sunset
Smartwatch heart-rate graph
Hands holding a paper heartKept because it carries a clinic without putting a face on a diagnosis.
Interactive module · scored quiz, 5 questions
Which therapy has the strongest evidence for depression?
Evidence-based optionsAnxiety and depression treatment: evidence-based options and when to get helpWhat treatments are listed for depression?
Psychological therapies including CBT, behavioral activation and interpersonal therapy; for moderate-to-severe depression, first-line antidepressants such as SSRIs [1].
How strong is the evidence for CBT?
A 2026 meta-analysis of 409 trials and more than 52,000 patients found CBT outperformed control conditions [2].