EntityMesh
AI Answer Readiness

When buyers ask AI who to trust in your category —are you the answer?

Most brands rank in Google but stay invisible to AI answer engines. EntityMesh builds the approved, structured answer infrastructure that makes your business citable by AI engines and search — a system you own and monitor over time, not an agency retainer.

Free Diagnostic · MeshScoreno signup
https://

Free · ~90 seconds · scans your public pages

SEE THE OUTPUT

An example of what your scan produces

entitymesh.io/results · sample

Sample MeshScore

47Limited

Diagnose → Build → Approve → Publish → Monitor. Watch the score move.

EchoScan preview — sample

Illustrative

Your brand: not detected

Appeared instead

Competitor ACompetitor BCompetitor C

When buyers ask AI who to use, competitors get named and you don't. EntityMesh builds the approved, structured answers that make engines cite you instead.

Watch the score move — then own why.

The diagnostic scores three weighted components, shows exactly where AI can't read you, and — when buyers ask an engine who to use — reveals whether it named you or your competitors. Every number is inspectable; nothing is fabricated.

01

Retrievability, Accuracy, Citation Authority — the three components that compute your 0–100 MeshScore.

02

EchoScan checks the answer engines and shows who gets named for your buyers' questions.

03

Approval-gated build closes the gap — you review every answer before it publishes.

The SEO 3.0 Stack

  1. 05

    Agent Readiness

    EntityAgent

    A deployed answer agent grounded in approved content

  2. 04

    Citation Authority

    EntityMesh

    llms.txt, internal linking, consistency signals

  3. 03

    Answer Structure

    EntityMesh

    Question-led headings, short direct answers, support hub

  4. 02

    Structured Data

    EntityMesh

    schema.org / JSON-LD so engines can classify content

  5. 01

    Technical Discoverability

    EntityMesh

    Crawlable, rendered HTML, robots/sitemap, AI-crawler access

EntityMesh builds layers 1–4 (the infrastructure); EntityAgent addresses layer 5; EchoScan monitors how AI engines respond to the whole stack.

PUBLIC PROOF PACKAGE

Inspect the evidence before the sales conversation.

Every outcome is labelled proof-grade, directional, or not yet measured — so claims stay honest while the system's real shape is on the table.

Proof-grade

4 public artifacts

A guided demo, a sample diagnostic, a live sample support center, and its changelog — no signup.

Proof-grade

You approve everything

Every answer EntityMesh drafts stays a draft until you approve it and it clears the quality checks.

Directional

Your MeshScore

The free scan returns a directional MeshScore baseline — labelled directional, never presented as proof.

Not yet measured

Deflection + revenue

Self-service deflection and revenue signal stay not yet measured until your sources connect.

WHAT WE BUILD

Support Hubs Built to Be Inspected

Three specialized systems designed to make support content clearer, more crawlable, and easier to measure

THE PROBLEM

Most websites are invisible to AI engines

Your customers ask AI for answers, and engines summarize whatever they can crawl. If your support content is thin, unclear, or hard to read, you lose control of the answer — and the citation goes to someone else.

The cost of invisibility

  • Potential customers can't find your answers
  • AI engines cite your competitors instead
  • Support tickets pile up with the same questions
  • Evaluators churn because they can't self-serve
  • Founders become the bottleneck for every answer

HOW IT WORKS

One loop. Visible proof. No guesswork.

The same operating loop runs from first diagnostic to approved answers, public support, monitoring, and outcome reports.

Ready to Become the Answer AI Engines Cite?

Run our free diagnostic to measure your readiness across search, AI answers, and self-service in about 90 seconds.

No credit card required · Takes about 90 seconds · No agency retainers