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Mara Lenoir-Quince
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Updated: 2026-05-07

Legal notice and terms of use

Two things live on this page: (1) using the aibrandvisibilityfrance.com site, and (2) how paid brand-entity work is set up. The site is for information. Paid work runs under a separate written agreement, and where that agreement and these terms disagree, the agreement wins.

1. Using the site

What I publish on aibrandvisibilityfrance.com reflects, honestly and at the time of writing, how I read and repair a brand's entity record. It is not legal, regulatory, or commercial advice, and it is not a verdict on any brand named in a field note. If you act on something here without an active engagement with me, the choice is yours and so is the risk.

Bulk scraping of the site is not allowed, and neither is reconstructing my entity-seam method from public material or republishing large parts of it without credit. Linking and quoting with attribution are, as a rule, welcome.

2. The form

Sending the form is not an offer, a contract, or a promise on either side. It is just a clean way to give me the brand context. I reply once that context lets me say something useful about the seam in question. Sending it does not earn a guaranteed answer, a guaranteed turnaround, or a guaranteed piece of work.

I may decline a case if it falls outside what I do, if my current capacity cannot reach it, or for any other practical reason. A decline is not a judgement on your brand; far more often it is plain capacity and fit with this narrow brand-entity focus.

3. How engagements run

Paid work runs under a written contract that both sides sign before anything begins. That contract sets the scope, deliverables, timing, fees, payment terms, confidentiality, intellectual property, indemnities, and how disputes are settled. These site terms do not stand in for that contract.

Engagements follow the working rules stated elsewhere on the site: the work starts from the brand's own public record before touching third-party sources, every recommendation names the exact ambiguity it reduces — ownership, hierarchy, geography, date, market, provenance or reputation balance — and French and English wording are compared separately. No correction is considered finished until it can be tested through repeated prompts across several answer styles. If an instruction cuts against those rules, the work is either reshaped or stopped. The rules are not traded away for convenience.

4. No promises about results

How an AI system describes a brand depends on things no adviser fully controls: how models behave, the policies of third-party platforms, the choices a brand makes when applying wording changes, the wider public record, and plain time. I cannot guarantee a ranking, a citation, a recommendation, or any particular answer about a brand from any AI system. Where there are concrete expectations about outcomes, they are written into the engagement contract, with the caveats spelled out and the scope defined.

5. Liability

For free use of the site, liability is limited as far as the law allows. For paid work, liability is set and capped inside the contract itself. Nothing here removes liability for deliberate wrongdoing, fraud, gross negligence, or anything else the law does not permit to be excluded.

6. Governing law and venue

For use of the site, French law and the French courts apply, unless consumer-protection law gives a user a more favourable venue. For paid work, the governing law and venue are fixed in the contract, normally the operator's home jurisdiction unless both sides agree otherwise.

7. Changes to these terms

I revise these terms as the way I work changes. The "Updated" date at the top marks the current version. Changes that touch active engagements are told to clients directly; changes that affect only the site are simply reflected here.

Contact

Questions about these terms: hello@aibrandvisibilityfrance.com.

© 2026 Mara Lenoir-Quince
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