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Send a source question to the lab

Sourceplane Atelier reads messages that fit its research focus: French business evidence, AI citations, retrieval differences, registry use and regional representation. The contact form is the only public intake route for the lab, and the most useful requests name the business category, region, query language and source issue noticed. Messages in English or French can be assessed when they stay within that scope.

Use the form for questions about AI citation sources, French-language retrieval, registry evidence, regional representation or a business category that seems to change across prompts. The most useful messages include the country or region, the type of business, the query language and the source issue noticed. The form is not meant for sales pitches, generic SEO requests or claims that require the lab to verify private documents. When the request fits, the team answers through the contact route.

How to reach you

How to reach you

Common questions

What does Sourceplane Atelier study?

The lab studies how AI systems cite, retrieve and represent French business information. It focuses on source dependency: directories, registry records, press mentions, company pages, language differences and regional context. It does not treat a polished answer as reliable until the evidence path has been examined.

What does the lab not do?

Sourceplane Atelier does not run reputation campaigns, place businesses in AI answers or promise ranking outcomes. It also does not publish private profiles for team members or claim institutional backing. Its work is research, source reading and methodological classification.

How should readers use the research materials?

The materials should be read as evidence notes and comparative essays, not as universal measurements. A piece may show that an answer is directory-led, registry-anchored, press-amplified or region-flattened under specific test conditions. The useful question is whether the source pattern helps explain the business representation.

Can someone suggest a topic for review?

Yes, if the topic fits the lab's scope. Useful suggestions include French SMB categories, trade-body questions, regional branch confusion, same-name businesses, registry ambiguity or language differences between French and English prompts. The lab decides whether a suggestion becomes research material.

Does the lab answer direct requests?

The team reads direct requests through the site form and may respond when the question fits its work. A clear message with the business category, region, source issue and query language is easier to assess than a broad visibility complaint. The lab does not provide an automatic audit through the form.

How long does a reply usually take?

There is no fixed service clock. When a request fits the lab's focus, the team usually answers after reading the source issue closely enough to avoid a shallow reply. Some messages may not receive an individual response if they fall outside the research scope.

What languages are available?

The base site copy is in French, while the lab's subject matter is French business evidence. Research may discuss French and English prompts side by side because query language is part of the method. Contact messages in English or French are both appropriate.

A clear source question is the best starting point.

Send the lab the evidence problem, not just the AI answer.

Contact form