METADATA REVIEW · LOCAL SIMULATION

Can we publish this title?

Examine the sources, checks and editorial decision.

Explained example below. Loading local controls…

Atelier Orbe · fictional company

“Free” and “24 hours”: what can we actually establish?

Scenario content: English
The Edikka corpus is separate, below.

01

What the source says

Fictional evidence
Atelier Orbe provides a web audit. The service includes a technical analysis, a prioritised report and a review meeting.
Free service
Not documented
Report delivery time
Not documented
Structured facts and unknowns
{
  "id": "base",
  "text": "Atelier Orbe provides a web audit. The service includes a technical analysis, a prioritised report and a review meeting.",
  "facts": {
    "free": null,
    "deliveryHours": null
  },
  "unknown": [
    "Price not documented",
    "Delivery time not documented"
  ]
}
02

What the title proposes

Editable

The proposal exceeds the available evidence. No real publication.

Examine: Free 24 hours free

Existing metadata at the start

Title
Web audit: method and deliverables | Atelier Orbe

Meta description
Explore the web audit scope: technical analysis, report and review meeting.

Free text: technical checks remain active, truth is not automatically evaluated.

03 / EXAMINE

Checks inform. You decide.

01

Deterministic checks

Field present — Title

37 characters (indicative only).

No character length guarantees display in Google.

field_present · proposal.title
Template variables — Title

No variable matched the documented patterns.

This check does not recognise every template language.

template_variables · proposal.title
Field present — Meta description

83 characters (indicative only).

No character length guarantees display in Google.

field_present · proposal.description
Template variables — Meta description

No variable matched the documented patterns.

This check does not recognise every template language.

template_variables · proposal.description

02

Heuristic alerts

No flag in the available comparisons. Other similarities are not evaluated.

03

Human review

Missing evidence — Title

“Free”: the fact is not documented.

Missing available evidence ≠ proof that the claim is false.

claim_unverified · scenario.promise.sources.base.facts.free
Missing evidence — Title

“24 hours”: the fact is not documented.

Missing available evidence ≠ proof that the claim is false.

claim_unverified · scenario.promise.sources.base.facts.deliveryHours
Missing evidence — Meta description

“free”: the fact is not documented.

Missing available evidence ≠ proof that the claim is false.

claim_unverified · scenario.promise.sources.base.facts.free
Missing evidence — Meta description

“24 hours”: the fact is not documented.

Missing available evidence ≠ proof that the claim is false.

claim_unverified · scenario.promise.sources.base.facts.deliveryHours
Separate editorial decision — Both fields

Consistency, relevance and unevaluated points require human review.

Passing checks never grants permission to publish.

editorial_review · visitor decision; never an automatic approval
Editorial explanation of the predefined case

In the initial case, neither price nor delivery time is documented. The claim is unsupported by the available evidence, which does not prove it false. Try the correction, then the source variant documenting the free service.

This explanation was written for the documented variants. It is not an analysis generated from your free text.

04 / DECIDE LOCALLY

One decision, for this version.

The following actions affect only this simulation. No button publishes to a website.

Simulation decisionEditorial review needed
LockInactive
Last actionNothing applied
Retained value and versions
Title
Web audit: method and deliverables | Atelier Orbe
Meta description
Explore the web audit scope: technical analysis, report and review meeting.

Simulated editorial version 1 · Proposal revision 1 · Evidence base · Rules 1.0.0

An approval applies to the exact evidence + proposal + rules combination.

Local history

No visitor action. Preconditions in cases C, D and E are fictional.

Share a case. Keep a record.

The link shares only a predefined public variant, without decisions, reasons or free text. JSON export preserves your exact session. Everything stays in memory until the page is closed or reloaded.

REAL CORPUS · READ ONLY

Six observations. No inferred approval.

Metadata observed on 22 September 2026, kit 1.0.2. All six decisions remain pending_review. These files do not contain complete page bodies.

Interface and observation languages are distinct. The archived values below are never translated.

FR · article Automatiser les meta titles et descriptions sans perdre le contrôlepending_review
url
https://www.edikka.com/insights/ia-automatisation-web/automatiser-meta-title-description
locale
fr
page_type
article
title
Automatiser les meta titles et descriptions sans perdre le contrôle
description
Découvrez comment automatiser la génération de meta titles et descriptions avec l’IA tout en gardant une stratégie SEO cohérente et maîtrisée.
h1
Automatiser la génération de meta titles et descriptions sans perdre le contrôle
canonical
https://www.edikka.com/insights/ia-automatisation-web/automatiser-meta-title-description
title_length
67
description_length
142
source_hash
sha256:9ea0eceda6cd68145c2f47d498f0754b3ab5e8308c778cbb49acadc472609b18
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

EN · article Automating meta titles and descriptions without losing controlpending_review
url
https://www.edikka.com/en/insights/ai-web-automation/automating-meta-titles-descriptions
locale
en
page_type
article
title
Automating meta titles and descriptions without losing control
description
Learn how to automate meta title and description generation with AI while keeping a coherent and controlled SEO strategy.
h1
Automating meta titles and descriptions without losing control
canonical
https://www.edikka.com/en/insights/ai-web-automation/automating-meta-titles-descriptions
title_length
62
description_length
121
source_hash
sha256:158afdacff9048629478e265fa477aa06225417fc6b9cf3be840b1f8520a6fa0
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

FR · article Automatisation SEO par IA : gagner du temps sans perdre la qualitépending_review
url
https://www.edikka.com/insights/ia-automatisation-web/automatisation-seo-ia
locale
fr
page_type
article
title
Automatisation SEO par IA : gagner du temps sans perdre la qualité
description
Découvrez comment automatiser certaines tâches SEO avec l’IA tout en gardant une stratégie claire, un contrôle éditorial et des contenus utiles.
h1
Automatisation SEO par IA : gagner du temps sans perdre la qualité éditoriale
canonical
https://www.edikka.com/insights/ia-automatisation-web/automatisation-seo-ia
title_length
66
description_length
144
source_hash
sha256:0830ecb678164b042128d9586892311f2a459a6b1708c007df62a3cfe3504383
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

EN · article AI SEO automation: saving time without losing qualitypending_review
url
https://www.edikka.com/en/insights/ai-web-automation/ai-seo-automation
locale
en
page_type
article
title
AI SEO automation: saving time without losing quality
description
Learn how to automate SEO tasks with AI while keeping a clear strategy, editorial control and genuinely useful content.
h1
AI SEO automation: saving time without losing editorial quality
canonical
https://www.edikka.com/en/insights/ai-web-automation/ai-seo-automation
title_length
53
description_length
119
source_hash
sha256:b31ed0762016da027902e3ee6c3e1143025c192f4f3e3e942fcc0be13bea98d7
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

FR · service Agence SEO & GEO à Paris, référencement naturel et visibilité IA | Edikkapending_review
url
https://www.edikka.com/expertise/seo
locale
fr
page_type
service
title
Agence SEO & GEO à Paris, référencement naturel et visibilité IA | Edikka
description
Edikka accompagne votre SEO et votre visibilité IA : audit, architecture, contenus, données structurées, GEO, performance, preuves vérifiables et conversion.
h1
Agence SEO & GEO à Paris pour rendre votre site visible, rapide et citable par les IA
canonical
https://www.edikka.com/expertise/seo
title_length
73
description_length
157
source_hash
sha256:e6cfc84445d966b3bc00976f9235660c1f9e780f12543c8ddebf3f1757169c80
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

EN · service SEO & GEO Agency in Paris, France | Edikkapending_review
url
https://www.edikka.com/en/expertise/seo
locale
en
page_type
service
title
SEO & GEO Agency in Paris, France | Edikka
description
Edikka combines technical SEO, content architecture, structured data, GEO and verifiable evidence to grow search and AI visibility in France and Europe.
h1
SEO & GEO agency in Paris, France, for Google and AI visibility
canonical
https://www.edikka.com/en/expertise/seo
title_length
42
description_length
152
source_hash
sha256:93491a711d03f30eb2842ddbab134ea683d53aae30c7700545ac600d6565c287
exact_title_duplicates
Empty in the archive
near_title_duplicates
Empty in the archive
similarity_method
word_bigram_jaccard_0.72
human_decision
pending_review

source_hash = SHA-256 of title, description, H1 and canonical, separated by newlines. A price or paragraph change elsewhere can remain invisible to this fingerprint.

Open the current page ↗ — new tab, not a September archive.

Original corpus CSV · Original manifest · Import provenance and fingerprints

METHOD & LIMITS

Checking is not approving.

What this demo establishes

Empty fields, recognised variables, exact equality, calculated similarity, locks and version combinations. Known claims are compared with structured scenario facts.

For free text, lexical cues can help review. They verify neither meaning nor negation nor every possible claim. Unevaluated points stay explicit.

What Google displays

Google can compose a result title from several sources and a snippet from page content. Supplied tags do not guarantee the displayed text. Lengths are indicative.

Google · title links
Google · snippets

Reproduce the kit’s similarity calculation

Text cleaned by the published plain function, lowercase, Unicode letter/number words, sets of word bigrams, Jaccard intersection / union; threshold ≥ 0.72. One word forms a singleton; two empty sets return 1; one empty set returns 0. Repetitions disappear in the set, accents remain distinct. Exact duplication is compared before similarity.

Resemblance is neither established cannibalisation nor an SEO score.

Fingerprints, decisions and exports

Historical source_hash covers only four fields. The demo uses a separate fictional-evidence fingerprint: SHA-256 of sorted-key JSON containing scenario, version, language, text, facts, unknowns and optional comparisons. The approval combination also includes proposal and rules.

The export is an identified educational session, not a validated parent-contract output. Provider, model and real reviewer are not invented. CSV protects cells that could be interpreted as formulas; JSON preserves exact text.

Parent contract kept separately · Five scenarios, rules and expected results

Original data remains CC BY 4.0 (Edikka). New code and fictional scenarios are MIT. The original licence still mentions 1.0.0; the kit manifest identifies version 1.0.2.

Reproduce and test the calculations · Kit documentation · Original licence