Catalog/Clever Consult
Clever Consult · CARM and AI diagnostics

CARM Journal Audit

The module helps the editorial team see what prevents the journal from being clear to authors, readers, aggregators, DOI infrastructure, and expert reviewers.

AI audit / consulting module Journal editorial teams Publisher / association Research office / research department Journal quality DOI and metadata Originality and ethics AI diagnostics for an institution
At a glance

An AI journal audit: website, DOI, metadata, editorial workflows, and indexing readiness.

Many journals have PDFs and an archive but lack mature digital infrastructure: stable pages, quality metadata, policies, a transparent process, and a well-designed author journey.

Best fit: scientific journals, university presses, associations, and editorial teams
Resource capabilities

How this resource supports your organization

Clever Consult demonstrates the solution in the context of the client’s needs, then helps set up access, training and communications, and interpret the results for leadership.

Need

Many journals have PDFs and an archive but lack mature digital infrastructure: stable pages, quality metadata, policies, a transparent process, and a well-designed author journey.

Who it is for

department leadership, libraries, research offices, and specialist users

Next action

Request trial access / a demo

Diagnostic signals

Compare these needs with your organization’s priorities. A consultation helps establish whether the solution is right for you.

01

the journal wants DOI registration or better visibility

02

the editorial team works manually and is losing control

03

authors do not understand the submission process or statuses

What changes after implementation

01

a list of critical website and metadata improvements

02

a path to DOI registration and originality checking

03

a set of recommendations for the editorial team and founding organization

Use cases

assess the journal's readiness for DOI registration
understand weaknesses in the editorial process
prepare a roadmap to increase author trust

Value indicators

metadata readiness DOI readiness archive structure editorial workflow policy completeness

How Clever Consult launches the solution

01conduct an audit
02prioritize the issues
03propose a combination of DOI, Elpub, Similarity Check, and training
04prepare a brief for the editorial team

How to explain value internally

We already have some of these resources

Then the priority is to assess how well tasks are covered rather than whether access exists: who uses the resource, which scenarios it supports, where gaps remain, and how this relates to KPIs.

It is difficult to justify the budget

We build the case using data, usage, a needs assessment, and implementation scenarios for specific departments.