TMX Visibility · Content Operations for the AI Search Era
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TMX Visibility · AI search content operations

Content operations for the AI search era.

Your team creates articles generative engines can understand and cite. You see quality, workflow progress, approvals, and performance, in one platform.

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Information gain scoring Entity coverage review C-level reporting
TMX Visibility · Article workspace
How mid-market teams evaluate payment platforms
Draft v3 · Maya K. · Due Thu
Suggestion: add your 2025 pricing benchmark: new information competitors don't cover.
Information gain
8.4/ 10
Entity coverage
Pricing Compliance Integrations Payout speed
JSON output Ready
CMO approval Pending
Machine-friendly JSON
Cited in 3 new AI answers this week
Why it matters

Buyers don't just Google you anymore.

They ask AI platforms, read summaries and citations, and check directories, reviews, and third-party sources before they ever reach your site.

Articles must add real information, not restate the category.
The right entities must be covered, with credible source support.
Structure must be machine-friendly, so engines can parse and cite it.
Your buyer
AI answers
Search engines
Citations
Directories & reviews
Media & third-party content
One connected system

Five workflows. One platform.

From the first draft to the boardroom report: everything content operations needs, connected.

Content creation

A structured workspace where writers draft with embedded intelligence, not another blank document.

Information gain & entity review

Score what the article truly adds, and check the entities it must cover.

Machine-friendly JSON output

Every article ships with a structured version engines can parse.

Approvals & task tracking

Who's writing, what's in review, what's approved, visible at all times.

Performance & AI-search visibility

Track how published content shows up and performs after it ships.

For content teams

Quality you can measure before you publish.

Three checks that turn a decent draft into an article worth citing.

Score information gain before you publish.

Generic content doesn't get cited. The platform measures how much useful, new information a draft adds, and shows writers exactly where to strengthen it.

8.4
What the score measures
New facts and original data Answers buyers can't find elsewhere Depth beyond generic coverage
Draft v2 → v3 5.6 → 8.4 after adding original benchmarks
Entity coverage map 26 / 31 covered
Topics & concepts
Interchange fees Chargebacks Payout speed · gap
Products & companies
Gateway APIs Competitor platforms
People & places
Regulators EU markets · gap

Cover the entities that make content understandable.

Topics, products, people, companies, locations, related concepts. The platform maps what a strong article should mention, and flags the gaps before review.

Ship a version machines can actually parse.

Alongside every article, the platform generates a machine-friendly JSON file covering entities, sources, and the questions it answers, so generative engines can understand and cite it cleanly.

article.json Generated
{ "article": "evaluating-payment-platforms", "information_gain": 8.4, "entities": ["interchange fees", "chargebacks", "gateway APIs"], "questions_answered": 14, "sources": 12}
Built for the boardroom

Leaders see the whole content operation.

No more asking "where is that article?" in a chat thread. CMOs, CROs, CEOs, and founders get a live view of process and results.

Workflow progress: briefing to publishing, per article
Quality signals: information gain and entity coverage
Approvals & tasks: what needs sign-off, who owns it
Performance: AI-search visibility and content impact
CMO CRO CEO Founders
Leadership view · This week Live
4
Briefing
6
Drafting
3
In review
8
Approved
Avg. information gain7.9 ▲ +0.6
AI-search visibility · published articles
2 articles awaiting your approval Action
From brief to cited

One clear workflow, start to finish.

Every article moves through the same six stages, with no guesswork about what happens next.

Brief

Context, goal, and target queries.

Outline

Entity map and structure agreed.

Draft

Written with live quality scoring.

Review

Editors validate quality and sources.

Approve

Leadership signs off what ships.

Publish & track

JSON ships; visibility is monitored.

The operating principle

AI improves the workflow. Experts decide what gets approved.

AI

What AI does

The scale work no team can do manually.

Analyzes prompts and buyer questions Scores information gain on every draft Maps entity coverage and flags gaps Structures the machine-friendly JSON
8.4 / 10
Avg. information gain
26 / 31
Entities covered

What your experts do

The judgment that makes it worth publishing.

Review context, accuracy, and quality Edit and strengthen every draft Approve what moves forward Own the strategy and the results
100%
Human reviewed
CMO sign-off
On every publish
Product walkthrough

See a content cycle in three minutes.

From brief to scored draft to approved, published, and tracked.

Article workspace
Information gain8.4
Entity coverage26/31
Awaiting approval 2 items
3 MIN OVERVIEW
01Draft & score
02Entities & JSON
03Approvals
04Reporting
The difference

Scattered content ops vs. one operations platform.

From disconnected, hard-to-see content work to one connected system that drives quality, speed, and visibility.

The old way

Docs, spreadsheets, and chat threads.

Product Update Draftv3_FINAL.docx
Content Tracker.xlsx
#content-teamCan you review this?Not sure about this section…
Re: Draft ReviewSee comments below. Please update.
Q2 ContentDrafts · Research · Old versions
PMFrom: PMApproved in principle. Let's ship.
! ?
Drafts scattered across documents and folders Quality is a matter of opinion, not a score Approvals buried in chat threads and email No view of AI-search readiness at all Leaders find out about problems after publishing
With TMX Visibility

One structured content operation.

BriefDraftReviewApprovePublish
ArticleGainCoverageStatusOwner
How it works 87 Approved MLMaya L.
Product update 82 In review ARAlex R.
Use cases 76 Drafting JPJordan P.
Pricing guide 91 Approved TKTaylor K.
92AI-searchReadiness
Structured output{ "title": "Product…",
  "info_gain": 82,
  "status": "in_review" }
Performance 30d▲ 28%
Every article in one workflow, brief to publish Information gain scored before publishing Approvals and tasks tracked with clear owners Entity coverage and JSON built into the process Leadership sees quality and performance live
Inside the platform

Visibility engineering, not guesswork.

The signals that decide whether content gets cited, measured in one place before you publish.

Visibility signals

Information gain analysis. See what your draft adds that top-ranking content doesn't, quantified before publishing.

Entity intelligence. Which entities matter, where coverage is weak, and what to expand. Precision, not hunches.

Content gap flags. Buyer questions you don't answer yet, prioritized by impact.

Intent alignment. Every article matched to the buyer question it should win.

Voice & accuracy

Your voice, intact. Stronger signals without flattening what makes your writing distinctive.

Source support. Credible citations and context attached to every claim.

Expert review. Editors validate accuracy and quality before anything moves forward.

Approval trail. Who signed off, and when, always on record.

AI readiness & delivery

Section-level scoring. Weak blocks flagged before they hurt visibility.

Machine-friendly JSON. Structured output generative engines can parse and cite.

AI answer tracking. See how published articles surface across AI platforms.

Publish-ready output. Formatted content straight into your publishing workflow.

FAQ

Common questions about TMX Visibility.

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Make your next article worth citing.

Open TMX Visibility, brief your first article, and watch the information gain score move as your team writes.

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