What should you ask before comparing two AI visibility reports?
Before comparing two AI visibility reports, ask for the exact questions, the protocol, the complete responses and the counting rules. · AI search
The house journal
Each entry answers a real question, naming its sources and its date. Two registers: AI search optimisation, and the Operational Method in SMEs.
Before comparing two AI visibility reports, ask for the exact questions, the protocol, the complete responses and the counting rules. · AI search
How should you interpret an AI citation of your company? Examine the question, the name's role and the sources to classify the observed appearance. · AI search
How do you choose between AI training and integration? Start with the work to be produced, the information needed and the validation expected. · AI search
Learn to examine an AI citation report: scope, retained responses, dated fractions and limitations that inform your decision. · AI search
A pricing page accessible to AI bots can remain absent from answers: access does not guarantee its relevance to the question asked. · AI search
It is token by token that ChatGPT produces the response. It predicts the most likely continuation from your question and the text still present in the exchange. · AI search
Your colleague saves time with the quoting tool they use. You still spend your time matching its data to the agreements from clients. · AI search
IndexNow sends notifications of your URLs to Bing. On henusse.com, the submission is accepted, but crawling, indexing and citations by ChatGPT still need to be measured. · AI search
A tool built with AI by an employee remains maintainable through five habits, including a repository with its history and a separate test copy. · AI search
A precise rule circulates: beyond 2 seconds of loading, ChatGPT would eliminate you. We looked for the evidence: vendor documentation, a measured terrain, sources and dates. · AI search
Since 3 August 2026 the IAB separates decision-grade measurement from directional noise. What the standard requires, where the French market stands, and what we still lack. · AI search
SEO, AEO, GEO, LLMO: what each acronym really refers to, and which concerns an SME that wants to know whether its pages appear in AI answers. · AI search
Google does not promise any AI citation. Here is what its guidelines really let you control before publication, without selling certainty. · AI search
Answer engines prefer a page of situations because it sets out the whole problem. Not the series of pieces to glue back together. · AI search
To connect your company to an entity that ChatGPT, Claude and Gemini recognize, its public identity must be made resolvable. · AI search
Publishing all of your prices helps you to be cited. Why? Because a public price gives the answer engine clear information: an amount, an offer, a… · AI search
No. A site that has already been worked on often keeps a useful part of its foundation. But visibility with answer engines requires separating two things... · AI search
Make it readable by replacing the large block of product sheets with clear, stable, linked pages. A clear address for each product. · AI search
You leave a closed platform without losing your AI visibility by treating the exit as a migration of evidence. · AI search
Because it gives AI a published price. The price is stable. The price is verifiable. AI can attribute it without turning a private estimate into a public fact. · AI search
→ Measure what the engines answer about your company: the Diagnostic and the monthly programmes.
→ Transform a process inside your business: the Operational Method.