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  <title>Orane Velt</title>
  <id>https://geo-lyon.com/en/les-recus/feed.xml</id>
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  <updated>2026-05-22T00:00:00Z</updated>
  <entry>
    <title>Reviewless B2B Needs Outcome Evidence</title>
    <id>https://geo-lyon.com/en/les-recus/reviewless-b2b-outcome-evidence/</id>
    <link href="https://geo-lyon.com/en/les-recus/reviewless-b2b-outcome-evidence/" rel="alternate"/>
    <published>2026-05-22T00:00:00Z</published>
    <updated>2026-05-22T00:00:00Z</updated>
    <summary>Why entreprise B2B Lyon sans avis searches need case-study, client-context, and outcome evidence instead of consumer reviews or star ratings.</summary>
  </entry>
  <entry>
    <title>Pricing on Request Makes AI Guess</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-pricing-on-request-ai/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-pricing-on-request-ai/" rel="alternate"/>
    <published>2026-05-21T00:00:00Z</published>
    <updated>2026-05-21T00:00:00Z</updated>
    <summary>Why pricing on request makes AI estimate Lyon consulting fees, and how range, engagement type, and qualification language prevent cost misstatements.</summary>
  </entry>
  <entry>
    <title>When AI Gets Too Cautious to Name You</title>
    <id>https://geo-lyon.com/en/les-recus/regulated-practice-ai-caution-lyon/</id>
    <link href="https://geo-lyon.com/en/les-recus/regulated-practice-ai-caution-lyon/" rel="alternate"/>
    <published>2026-05-08T00:00:00Z</published>
    <updated>2026-05-08T00:00:00Z</updated>
    <summary>Why cabinet réglementé Lyon services queries make AI soften legal, accounting, and clinical practices, and how scope wording earns confident answers.</summary>
  </entry>
  <entry>
    <title>The Method Page AI Quotes Verbatim</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-method-page-ai-quotes/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-method-page-ai-quotes/" rel="alternate"/>
    <published>2026-04-30T00:00:00Z</published>
    <updated>2026-04-30T00:00:00Z</updated>
    <summary>Why a Lyon consulting or clinical method page becomes the AI citation asset, and how definitions, scope limits, and process language make it quotable.</summary>
  </entry>
  <entry>
    <title>Headquarters, Branch Office, and the Wrong Lyon Signal</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-headquarters-branch-signal/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-headquarters-branch-signal/" rel="alternate"/>
    <published>2026-04-24T00:00:00Z</published>
    <updated>2026-04-24T00:00:00Z</updated>
    <summary>Why siège bureau Lyon entreprise queries confuse headquarters, satellite offices, and service regions, and which location signals help AI attribute firms correctly.</summary>
  </entry>
  <entry>
    <title>When AI Merges the Holding and Subsidiaries</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-holding-subsidiary-ai-confusion/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-holding-subsidiary-ai-confusion/" rel="alternate"/>
    <published>2026-04-09T00:00:00Z</published>
    <updated>2026-04-09T00:00:00Z</updated>
    <summary>Why AI merges a Lyon holding and subsidiary into one blurred company profile, and how entity evidence keeps service lines, locations, and claims distinct.</summary>
  </entry>
  <entry>
    <title>The Specialist Engineering Firm Made General</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-specialist-engineering-generalist/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-specialist-engineering-generalist/" rel="alternate"/>
    <published>2026-04-02T00:00:00Z</published>
    <updated>2026-04-02T00:00:00Z</updated>
    <summary>Why bureau études spécialisé Lyon searches often turn specialist engineering firms into generalists, and what niche evidence keeps the contract signal visible.</summary>
  </entry>
  <entry>
    <title>Certifications AI Reads as Decorative Text</title>
    <id>https://geo-lyon.com/en/les-recus/certifications-ai-reads-decorative/</id>
    <link href="https://geo-lyon.com/en/les-recus/certifications-ai-reads-decorative/" rel="alternate"/>
    <published>2026-03-18T00:00:00Z</published>
    <updated>2026-03-18T00:00:00Z</updated>
    <summary>For certification entreprise Lyon searches, AI often ignores credentials unless the page says what each certification qualifies the firm to do and for whom.</summary>
  </entry>
  <entry>
    <title>When AI Trusts the Old Directory First</title>
    <id>https://geo-lyon.com/en/les-recus/stale-lyon-directory-citations/</id>
    <link href="https://geo-lyon.com/en/les-recus/stale-lyon-directory-citations/" rel="alternate"/>
    <published>2026-03-11T00:00:00Z</published>
    <updated>2026-03-11T00:00:00Z</updated>
    <summary>Why an annuaire entreprise Lyon obsolète can outrank the current firm site in AI answers, and how canonical wording gives models a cleaner source.</summary>
  </entry>
  <entry>
    <title>When Pharma Suppliers Become Consumer Services</title>
    <id>https://geo-lyon.com/en/les-recus/pharma-suppliers-consumer-category-ai/</id>
    <link href="https://geo-lyon.com/en/les-recus/pharma-suppliers-consumer-category-ai/" rel="alternate"/>
    <published>2026-03-06T00:00:00Z</published>
    <updated>2026-03-06T00:00:00Z</updated>
    <summary>Why fournisseur pharma Lyon professionnel searches can push biotech or pharma suppliers into consumer categories, and how to state the B2B sector.</summary>
  </entry>
  <entry>
    <title>The Capability Statement AI Can Shortlist</title>
    <id>https://geo-lyon.com/en/les-recus/capability-statement-ai-shortlist/</id>
    <link href="https://geo-lyon.com/en/les-recus/capability-statement-ai-shortlist/" rel="alternate"/>
    <published>2026-02-25T00:00:00Z</published>
    <updated>2026-02-25T00:00:00Z</updated>
    <summary>For prestataire B2B Lyon sélection searches, a capability statement helps AI shortlist a firm by naming buyer type, scope, constraints, and proof.</summary>
  </entry>
  <entry>
    <title>When French Pages Weaken an English Profile</title>
    <id>https://geo-lyon.com/en/les-recus/lyon-french-english-profile/</id>
    <link href="https://geo-lyon.com/en/les-recus/lyon-french-english-profile/" rel="alternate"/>
    <published>2026-02-18T00:00:00Z</published>
    <updated>2026-02-18T00:00:00Z</updated>
    <summary>How an entreprise Lyon anglais français mismatch can make a strong bilingual firm look thinner in French AI answers than in English ones.</summary>
  </entry>
  <entry>
    <title>When AI Picks the Wrong Same Name Firm</title>
    <id>https://geo-lyon.com/en/les-recus/same-name-lyon-firm-ai-confusion/</id>
    <link href="https://geo-lyon.com/en/les-recus/same-name-lyon-firm-ai-confusion/" rel="alternate"/>
    <published>2026-02-13T00:00:00Z</published>
    <updated>2026-02-13T00:00:00Z</updated>
    <summary>Why entreprise même nom Lyon searches confuse professional firms with consumer businesses, and how disambiguation wording protects B2B identity.</summary>
  </entry>
  <entry>
    <title>Why Trade Press Gets Cited Before Your Site</title>
    <id>https://geo-lyon.com/en/les-recus/trade-press-before-your-site/</id>
    <link href="https://geo-lyon.com/en/les-recus/trade-press-before-your-site/" rel="alternate"/>
    <published>2026-02-04T00:00:00Z</published>
    <updated>2026-02-04T00:00:00Z</updated>
    <summary>For prestataire industriel Lyon références searches, AI may cite trade press before your own site when your service page lacks quotable authority.</summary>
  </entry>
  <entry>
    <title>When AI Skips a Reviewless Lyon Consultancy</title>
    <id>https://geo-lyon.com/en/les-recus/reviewless-lyon-consultancy-ai-shortlists/</id>
    <link href="https://geo-lyon.com/en/les-recus/reviewless-lyon-consultancy-ai-shortlists/" rel="alternate"/>
    <published>2026-01-30T00:00:00Z</published>
    <updated>2026-01-30T00:00:00Z</updated>
    <summary>Why a cabinet de conseil Lyon sans avis may be invisible to AI shortlists, and which B2B authority signals can replace review volume.</summary>
  </entry>
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