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MIJM Intelligence

Chrome Extension · SEO · SFT · AI Search

John Mingam Intelligence.

Bilingual Chrome extension for auditing a web page with OpenAI, Google Gemini or Anthropic Claude, using your own API key.

John Mingam methodology · user API keys · structured report

Extension privacy policy ↗Request a full audit ↗
MIJM IntelligenceAPI keys

ENTITY SEO · SFT · KNOWLEDGE GRAPH · AI SEARCH

Audit active page

01

New audit

OpenAI / Gemini / Claude

Selected provider
Additional instructions
02

Report

EXECUTIVE SUMMARY

Prioritised corrections
Sources, facts, transparency

Overview

Analyse any web page from your browser.

John Mingam Intelligence examines visible content, editorial structure and, depending on the selected options, the active page’s main HTML. It then generates a structured report in French or English.

Key features

01

Analysis of the active web page

02

Editorial content and structure analysis

03

On-page SEO analysis

04

Search intent analysis

05

Entity and semantic consistency analysis

06

Entity SEO, AEO, GEO and AI Search analysis

07

Review of Schema.org and JSON-LD elements

08

Readability, clarity and human usefulness analysis

09

Accessibility and semantic HTML analysis

10

Identification of unsupported, unclear or unverifiable claims

11

Evaluation of sources, facts and transparency using the SFT method

12

Prioritisation of recommended corrections

13

Structured report generation

14

Copy and Markdown export

15

French and English interface

Supported AI providers

OpenAI, Gemini, Claude.

Users choose their provider, enter their own API key and pay any usage fees directly to the selected artificial intelligence provider.

OpenAIGoogle GeminiAnthropic Claude

Methodology

Sources. Facts. Transparency.

The analysis covers SEO Engineering, technical SEO, Entity SEO, AEO, GEO, AI Search, Schema.org, JSON-LD, Knowledge Graph, editorial quality, accessibility, factual reliability, entity credibility and the SFT method: Sources, Facts and Transparency.

AI-assisted interpretation

Artificial intelligence interprets the submitted information, organises findings and drafts the report. The methodology, analysis criteria and expertise applied are associated with John Mingam. The generated output remains an AI-assisted interpretation and does not replace human validation.

Privacy and API keys

API keys are entered within the extension and stored locally. When an audit is launched, selected page content and analysis instructions are sent to the chosen provider to generate the report. John Mingam Intelligence does not sell user data.

Extension privacy policy ↗

Limitations

The extension does not guarantee rankings, traffic, indexing, rich results or inclusion in an AI-generated answer.

  • improved search engine rankings
  • increased traffic or conversions
  • page indexing
  • inclusion in an AI-generated answer
  • eligibility for rich results
  • complete factual accuracy of AI-generated output

Absorption (GEO)

The process by which a generative engine uses a source inside its answer, with or without a visible citation.

AEO (Answer Engine Optimization)

Optimization for direct answers, featured snippets and answer engines, where the goal is extraction rather than only ranking.

AI Mode

Google Search experience that provides AI-generated answers and follow-up interactions inside the search journey.

AI Overviews

Google Search feature that summarizes answers with generative AI and may cite supporting sources.

noindex tag

HTML meta tag or HTTP header telling search engines not to index a page.

Canonical (rel=canonical)

HTML link element indicating the preferred URL when similar or duplicate pages exist.

Citation (GEO)

The act of being named or referenced as a source inside a generative engine answer.

CLS (Cumulative Layout Shift)

Core Web Vitals metric measuring unexpected layout movement during page loading.

Topic cluster

A set of related pages organized around a central topic or pillar page.

Content pruning

The process of removing, merging or improving weak content to protect overall site quality.

Core Web Vitals

Google performance metrics measuring loading speed, visual stability and interaction responsiveness.

Crawl budget

The amount of crawling search engines can allocate to a website during a given period.

Disavow links

Google tool used to ask the search engine to ignore specific backlinks in exceptional cases.

E-E-A-T

Google quality concept covering Experience, Expertise, Authoritativeness and Trustworthiness.

Entity SEO

SEO approach that optimizes people, brands, concepts and organizations as identifiable entities rather than isolated keywords.

FAQPage (schema)

Schema.org type used to describe visible question and answer content on a page.

GEO (Generative Engine Optimization)

Discipline focused on structuring content so it can be extracted and cited by generative answer engines. Formalized in 2023 by Princeton and IIT Delhi research.

GPTBot / ClaudeBot / Google-Extended

Crawler or control identifiers used by AI companies and search engines to access or govern content usage.

Helpful Content Update

Google system targeting content created mainly for search engines instead of real users, integrated into core systems.

hreflang

HTML attribute indicating language or regional page variants to search engines.

INP (Interaction to Next Paint)

Core Web Vitals metric measuring page responsiveness to user interactions.

Knowledge Graph

A database of entities and relationships used by search engines to understand people, organizations, places and concepts.

LCP (Largest Contentful Paint)

Core Web Vitals metric measuring when the largest visible content element finishes loading.

llms.txt

Proposed file format intended to summarize a site for language models. It is not an official ranking requirement.

Law 96

Quebec law requiring French to receive equivalent or stronger treatment in many commercial contexts.

Mention (GEO)

A brand or entity mention inside an AI answer without necessarily providing a clickable link.

Mobile-first indexing

Google indexing approach where the mobile version is the primary version used for indexing and ranking.

Panda (update)

Google algorithm update targeting thin, duplicate and low-quality content.

PBN (Private Blog Network)

Network of websites built primarily to manipulate link authority.

Penguin (update)

Google algorithm update targeting manipulative links and keyword stuffing.

Programmatic SEO

Large-scale page generation from data and templates to cover many query combinations.

Retrieval / grounding

Process where an AI system retrieves external sources to ground or support its generated answer.

Robots.txt

Root file giving crawlers instructions about which areas of a site they may access.

sameAs

Schema.org property linking an entity to its official external profiles and identifiers.

Schema.org / JSON-LD

Shared vocabulary and JSON-LD format used to describe entities, relationships and content for machines.

Sitemap XML

XML file listing URLs to help search engines discover and crawl a website.

Soft 404

Page that returns HTTP 200 while behaving like a not-found page.

SXO (Search Experience Optimization)

Approach combining search optimization and user experience quality.

Topical authority

Perceived authority of a site or entity on a subject, built through depth, consistency and reliability.

TTFB (Time To First Byte)

Server response metric measuring the delay before the first byte is received.

UCP (Universal Commerce Protocol)

Emerging protocol concept for AI agents to interact with structured commerce data and trusted merchant identity.

YMYL (Your Money Your Life)

Google category for high-stakes topics such as health, finance, safety and law.

Zero-click search

Search result where the user gets the answer without clicking through to a website.

Accessibility

Customize the site display and assistance features.

Text size
Text spacing

Voice reading

Reads selected text, or the main content if nothing is selected.