Research that is ready for a writer

Citation-Ready Content Briefs

No claim gets into the brief until we know where it came from, how sure we are of it, and who signs off on it.

Useful evidence often sits in long documents, first-party data and conversations with specialists. We bring those materials together before drafting, record the boundary on each claim and make the publication decision visible. Editors and content strategists who keep finding unsupported claims after a page has already shipped.

Writers get a brief where every claim already carries its source and its approver, so drafting stops being a second research pass.

Specialist mapping audience questions to evidence sources on a whiteboard before a brief is drafted

Some of the 500+ brands we've worked with

See all references
  • İyzico
  • Akakçe
  • Exquise
  • Hisar
  • Elele
  • GoTürkiye

From question to approved brief

The source check that happens before drafting

We verify the source behind each proposed claim and prepare the brief from approved material. Named specialists decide support, wording, and whether a claim is ready to publish.

How we hold ourselves to it

  • One claim, one source
  • Certainty labeled outright
  • Named approver per claim
  • No manufactured statistics

  1. Map questions to existing evidence

    We group real search, sales, and support questions by decision need and check which ones already have a claim on the page that is traceable to a source.

    A question-to-evidence map showing coverage, owner, source, and unanswered gaps.

    AI assist
    Clusters approved audience questions, existing passages, and source gaps while keeping the original question's provenance intact.
    Human gate
    The content strategist and audience owner approve question scope and priority.

  2. Decompose content into atomic claims

    We break draft and live copy into independently checkable facts, interpretations, and recommendations.

    An atomic claim ledger with source, certainty, reviewer, and publishing status.

    AI assist
    Segments live and draft copy into atomic facts, interpretations, and recommendations.
    Human gate
    An editor and domain specialist validate claim boundaries and strip out anything that reads as filler.

  3. Verify provenance, freshness, and context

    We check that each source is current, relevant, usable, and strong enough for the exact wording sitting beside it.

    A source review trail with supported, partially supported, stale, and disputed claims.

    AI assist
    Checks provenance, freshness, rights, and claim-level support for every proposed source.
    Human gate
    Subject-matter and legal owners approve support level, limitations, and publishing rights.

  4. Design answer and evidence units

    We compose concise answer, definition, comparison, or procedure modules with the proof and context kept right next to the claim.

    An annotated content architecture with answer-unit boundaries and evidence placement.

    AI assist
    Drafts bounded answer, definition, comparison, and procedure modules with evidence kept adjacent.
    Human gate
    Editorial and brand owners approve wording, context, and placement on the page.

  5. Run specialist, legal, and brand review

    Subject-matter, editorial, brand, and legal owners each review the claims that cross into their remit before anything ships.

    An approved publication pack with edits, abstentions, disclosures, and unresolved questions.

    AI assist
    Routes each sensitive claim to its named specialist, brand, or legal owner and tracks every abstention.
    Human gate
    Only the accountable human owner can approve a material claim for publication.

  6. Publish, extract, and retest with questions we held back

    We extract the released page and replay the representative questions plus a set we held back, without touching the rule the release is judged against.

    A before/after support report with extraction diffs, disputes, and observed citation variance.

    AI assist
    Extracts the released page, replays representative and held-out questions, and produces support diffs.
    Human gate
    An independent reviewer accepts the release only under the original correction and dispute rule.

The brief and its support trail

The approved brief, modules, and support report

The approved brief arrives with its claim-to-source trail intact. A named owner controls each handoff, and the comparison rule is fixed before the work is measured.

  • Evidence-backed content brief

    A page-level brief that ties every audience question to an approved claim, source, module type, and human gate. We refresh it whenever the underlying claim map changes.

    Accepted when

    Approve the content plan, commission missing evidence, or drop a question the organization can't yet answer responsibly.

    Cadence: Refreshed on change

  • Publish-ready answer modules

    Reviewed definitions, answers, comparisons, and procedures ready to ship, each carrying its own proof and caveats.

    Accepted when

    Publish, revise, or hold each module based on claim support and owner approval.

    Cadence: Reviewed before ship

  • Claim and source register with freshness tracking

    A maintainable register of every external or first-party claim, its current source, and its next review date, plus the coverage and precision metrics that come from it.

    Accepted when

    How the register gets measured: supported claim rate and evidence freshness across the pages in scope. The pages counted and the review window are fixed before any comparison runs.

    Cadence: Freshness dated

  • Extraction and retest report

    What improved and what didn't after the page shipped, tested against the original questions and a set we held back. It says whether to keep the change, revise a passage, or go looking at a different retrieval or source problem. You get a fresh one at every release and on a quarterly source-map refresh.

    Accepted when

    Keep the change, revise a passage, or investigate a different retrieval or source problem.

    Cadence: Retested quarterly

The source pool is there, but the trail is missing

Writers need evidence they can trace

Strong answers may be buried across long pages and internal teams, or slow to verify during review. This method builds the approval trail before drafting. Structural repairs to an existing page belong in answer-first work, while ageing content needs a refresh decision.

A good fit when

  • Useful expertise is buried across pages and teams — The writer cannot carry a source trail from scattered files and specialist knowledge into the draft.
  • The draft mixes approved fact with interpretation — The review trail does not show which generated wording or claims are ready to publish.
  • Claims and sources live in separate records — Research, first-party data and expert input lack a ledger tying each claim to its date and boundary.
  • The source pool exists but no approver owns each claim — Expert access, approved research and brand or legal limits have not been assigned before drafting.
  • Priority questions lack a complete answer boundary — The shortest usable passage and the context needed to interpret it have not been paired.
  • Externally checkable statements stay bundled together — Each claim still needs its own primary or otherwise appropriate source.
  • A source loses its date, scope, units or exception in the draft — The extracted claim then says more than the underlying evidence can support.

Better handled as other work when

  • You want citation bait without supporting evidence — Decorative statistics, borrowed authority and decontextualized quotes belong outside this brief.
  • You need the brief to invent statistics, quotes or consensus — Third-party endorsements must exist before they enter the claim record.
  • You need a confidence score to approve publication — Domain, legal and editorial owners still decide whether a material claim may publish.

People who watch how AI cites a brand

GEO work starts with recording what AI answers actually say about a brand today, then moves to the parts you can influence. The consultants below work on the specific capability this page covers.

Content we've produced on this topic

Articleby Can MutioğluHow Should GEO-Focused Content Writing Be?Articleby Samet ÖzsüleymanHow Can You Make Your Site Quality on Google with E-E-A-T?

Tools we use

Tools behind this work

  • Notion

    the brief itself, where each claim's source and boundary sit next to the writing instruction

  • Airtable

    tracks each claim's source check and approval status before a writer ever drafts it

  • Hunter

    finds the direct contact when a claim's evidence has to come from a specialist conversation

No claim leaves the brief without its approver

Give writers evidence they can use

Share the source material, the specialists who know it and the claims waiting for review. We will organize what already holds up and show where a publication decision still needs evidence or an owner.
Scope the content brief

Questions we hear

What exactly is in the brief you hand back to us?

A page-level decision document linking every priority question to its proposed answer, evidence, module type and approver.

Who actually approves a claim before it publishes?

A subject-matter expert or editor approves every statement that will appear under your name. Sensitive claims route to the brand or legal owner as well, and any abstention gets tracked. Clustering questions, extracting claims, comparing sources and preparing wording all happen first, but none of it carries publication authority.

Does a citation-ready brief guarantee an AI engine will cite us?

Citation selection belongs to the external system. The brief improves the clarity, support and extractability of your content. We measure citation behavior separately through sampled observations. A well-supported brief can make a page more useful without securing a citation.

What if we don't have solid evidence for a claim we want to make?

We mark the gap. Your accountable owner can commission research, narrow the wording to match the available support, or remove the claim from the page until the evidence exists.