TMX Visibility · Content Operations for the AI Search Era
TMX Visibility · Content intelligence & performance

Improve every article. Track how AI search sees it

Improve every article, track visibility across search and AI, and connect content performance to business outcomes. TMX identifies and prioritizes the work. Your team decides what ships.

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Draft, text, or URL import Prioritized recommendations AI citations & GA4 impact
Analyze my website.

Paste a published URL to analyse your article. Get the visibility score and a list of improvement points.

Please enter a valid website address, such as tokenminds.co.

Visibility score, 0 to 100 Ranked improvement points
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
Product demo

Watch the full demo

Inside the platform

See the platform in action

Three connected workspaces: improve the article, track its visibility, and set the context every check runs against.

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Visibility Optimization Visibility Tracking Content Intelligence
One connected system

Five workflows. One platform

From importing an existing article to the boardroom report: everything content operations needs, connected.

Import & evaluate

Bring in a draft, pasted text, or a live URL, then check it against search intent, competitors, personas, and brand voice.

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.

Recommendations & approvals

Your team approves, edits, dismisses, or moves each recommendation into production.

Performance & business impact

AI citations, average AI rank, and share of voice, next to GA4 sessions, key events, and conversions.

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.

Evaluates every article against intent and competitors Scores information gain on every draft Maps entity coverage and flags gaps Prioritizes fixes by expected impact and effort
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 Approve, edit, or dismiss each recommendation Move the work that matters into production Own the strategy and the results
100%
Human reviewed
CMO sign-off
On every publish
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 citations & share of voice. Citations, average AI rank, and share of voice across the prompts you choose.

Business impact. GA4 sessions and conversions next to content cost, cost per visit, and cost per conversion.

FAQ

Common questions about TMX Visibility

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Make your next article worth citing

Import an existing article or paste a draft, see its score and prioritized fixes, then track what it earns after publishing.

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