Company structure and track record.

Semantic Structure

conflicting positioning →single resolved entity

Site, pricing page and FAQ describe the same product the same way.

Content Citability

no extractable passages →selection criteria citable

Fit, limits and competitive comparison each stand alone as a quotable passage.

Structured Data

product markup missing →plans and pricing machine-readable

Modules, tiers and supported platforms emitted as structured fields.

Structured Data

product fields incomplete →full item specifications

Materials, specs, availability and price emitted as Product fields.

Content Citability

sources sit with resellers →own passages citable

Selection criteria and material comparisons rewritten as standalone passages.

Snippet Control

summaries pulled from third parties →summaries pulled from your site

Extractable ranges defined so reseller copy stops being the default answer.

E-E-A-T Authority

weak credential signal →verifiable practice record

Licences, specialty scope and service area corroborate each other.

FAQ Readiness

long-form patient education →discrete answer units

Symptoms, procedure, risk and aftercare each map to an answerable question.

Semantic Structure

specialty boundaries blurred →primary service explicit

Heading hierarchy and internal links separate core specialty from secondary services.

Semantic Structure

courses stand isolated →path relationships modelled

Prerequisite, advanced and follow-on courses are structurally linked.

FAQ Readiness

selection questions unanswered →selection Q&A complete

Which path for which background, how long it takes, what you produce — each answered.

Content Citability

outcomes stated vaguely →concrete learning outcomes

Assessable skills and portfolio output written as quotable statements.

E-E-A-T Authority

practice signals scattered →credentials and disclosure in place

Advisor licensing, regulatory status and risk statements are centralised and checkable.

Content Citability

fee data not extractable →fees and conditions citable

Fee structure, audience fit and constraints written as standalone units.

Structured Data

services unmarked →services and Q&A machine-readable

Service lines and common concerns emitted as structured fields.

Content Citability

listings only →market insight citable

District comparisons, rent bands and process notes become extractable knowledge units.

Structured Data

service scope unmarked →coverage machine-readable

Cities, districts and service lines emitted as structured fields.

E-E-A-T Authority

thin professional evidence →local expertise verifiable

Licensing, transaction types and published research corroborate each other.

AI Crawler Access

specs locked in PDF →spec pages retrievable

Catalogues split into indexable pages so crawlers reach the spec fields.

Semantic Structure

part numbers without hierarchy →product taxonomy resolved

Series, part number and spec conditions parse as a hierarchy.

Content Citability

applications undocumented →selection criteria citable

Fit conditions, cross-references and industry applications become standalone passages.

E-E-A-T Authority

conflicting biographies →cross-verifiable record

Title, publications, press and speaking history corroborate each other.

Structured Data

person unmarked →identity fields complete

Name, role, affiliation and external profiles linked as structured fields.

Language Naturalness

bio reads as keyword stuffing →expert prose

Expertise stated the way a practitioner would state it, not as boilerplate.

Structured Data

operating fields missing →venue record complete

Hours, admission, transport and parking emitted as structured fields.

FAQ Readiness

itinerary contexts absent →scenario Q&A complete

Family, rainy-day, group and half-day visits each map to an answerable question.

Snippet Control

stale data extracted →current data prioritised

Extraction scope limited so superseded pricing stops being quoted.

Structured Data

menu unmarked →menu and branches machine-readable

Dishes, price band, hours and booking method emitted as structured fields.

FAQ Readiness

booking conditions unclear →dining conditions complete

Private rooms, minimum spend, parking and allergens each answered.

Content Citability

signature dishes undescribed →menu prose citable

Cooking style and signature items written as standalone passages.

Structured Data

storefront unmarked →business and services machine-readable

Hours, service lines, service area and contact details emitted as structured fields.

E-E-A-T Authority

legitimacy unclear →licensing verifiable

Issuing authority and licence number presented together as checkable signals.

AEO Readiness

concrete questions unanswered →lending questions answerable

Rates, process and required documents each map to a direct answer.

E-E-A-T Authority

credential signals scattered →licensing verifiable

Licence numbers, firm registration and professional writing corroborate each other.

Content Citability

services described generically →case types citable

Client fit, process and fee assessment written as extractable passages.

Semantic Structure

specialisation boundaries blurred →practice areas distinct

Practice area and service territory parse as a clear hierarchy.

E-E-A-T Authority

low-credibility sources →clinical evidence in place

Clinician licensing, equipment provenance and clinical references form a checkable chain.

FAQ Readiness

contraindications not framed as questions →constraints answerable

Candidate criteria, contraindications and aftercare each map to a question.

Snippet Control

only benefits extracted →risk extracted alongside

Extraction scope set so outcomes and limits surface as a pair.

Structured Data

room types unmarked →rooms and rates machine-readable

Room type, occupancy, facilities and surcharge rules emitted as structured fields.

FAQ Readiness

stay conditions unclear →house rules complete

Pets, extra beds, breakfast and parking each answered.

Content Citability

descriptions sourced from OTAs →own description citable

Guest fit and nearby itineraries written as standalone passages.

Semantic Structure

classes ungraded →level hierarchy modelled

Entry, advanced and specialist classes parse as related tiers.

FAQ Readiness

trial process unclear →trial Q&A complete

Price, duration, equipment and prerequisites each answered.

AEO Readiness

cannot answer who it suits →audience fit explicit

Beginner, postnatal, senior and rehab each map to a direct answer.

Structured Data

sessions unmarked →schedule and ticketing machine-readable

Date, venue, ticket type and registration status emitted as Event fields.

Snippet Control

prior-year data mixed in →current edition prioritised

Extraction scope limited so expired sessions stop reading as current.

AI Crawler Access

agenda pages unreachable →agenda indexable

Agenda and speaker pages rebuilt as indexable standalone pages.

Content Citability

tagline only →use cases citable

Use cases, templates and integration flows each become extractable passages.

AEO Readiness

limits unanswerable →capability boundaries explicit

Supported scope, data handling and known limits each map to a direct answer.

AI Crawler Access

agents cannot reach it →retrieval paths opened

AI bot rules in robots and documentation paths opened to major agents.