Content

Content brings together two things: a coverage view that tells you which tracked prompts your site actually addresses, and an AI draft/brief generator grounded in your brand knowledge base.

What it does

It shows where your published content covers the questions you track, and where it doesn't — then helps you fill the gaps with drafts and briefs written against your own facts, and follows a published piece to see whether it later earns citations.

How to use it

• The coverage tile is covered ÷ prompts with at least 3 runs (null renders as an em-dash). Low-sample prompts read "too few runs to call" and stay out of the denominator entirely.
• Drafts are generated by a language model with deterministic JSON-LD, and are metered per UTC month — the meter is checked before the paid model call. See Plans and quotas.
• Research steps (per brand): the draft's research phase can also gather Google top results, news coverage, and YouTube transcript excerpts. Each step enables itself only when its server key is set (DataForSEO for SERP/news, YOUTUBE_API_KEY for transcripts) — a keyless step reads "Needs a key" and never runs silently. The piece page lists exactly which inputs grounded each draft; a count of 0 means the step ran and found nothing.
• Editing in place: a draft is editable on its page. Saving a change marks the piece Edited by hand — from then on the words are yours, and nothing regenerates over them without an explicit action.
• Taking a piece Live requires a published path. That path is the join key that lets MentionFlow track whether the piece later earns citations.
• Briefs are available on every plan; the only content gate is the monthly draft meter.

How it's computed

Citations-won counts only live pieces — content you have published and marked Live. The daily trail is recorded by the collection cycle and outlives the dashboard window: the piece page charts every calendar day since tracking began, and a day the cycle didn't run is a gap, not a zero — a stored 0 always means runs happened and the path went uncited.

Site coverage picks the single nearest embedded page per prompt with one database query, then buckets the similarity: excellent at 0.50 or above, good at 0.42 or above, medium at 0.34 or above. A prompt with fewer than three runs is held out of the coverage denominator, so coverage is never computed on a sample too small to trust — see data honesty.

Limits

Draft generation draws from your monthly draft allowance (see Plans and quotas). Taking a piece Live requires a published URL — without a path there is nothing to join citations against.

Related

• Actions — where content briefs are launched from a recommendation.
• Brand and knowledge — the ground truth the draft agent writes from.
• Plans and quotas — the monthly draft meter.