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  <title>aiseofrance</title>
  <id>https://aiseofrance.com/en/notes-de-terrain/feed.xml</id>
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  <link href="https://aiseofrance.com/en/notes-de-terrain/" rel="alternate"/>
  <updated>2026-05-29T00:00:00Z</updated>
  <entry>
    <title>Stop Measuring AI Like Ranking</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/measure-ai-visibility-correctly/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/measure-ai-visibility-correctly/" rel="alternate"/>
    <published>2026-05-29T00:00:00Z</published>
    <updated>2026-05-29T00:00:00Z</updated>
    <summary>How to measure AI visibility for a business by tracking description accuracy, citation presence, source stability and service-boundary correctness.</summary>
  </entry>
  <entry>
    <title>Becoming Easier to Cite Than Aggregators</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/easier-to-cite-than-aggregators/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/easier-to-cite-than-aggregators/" rel="alternate"/>
    <published>2026-05-08T00:00:00Z</published>
    <updated>2026-05-08T00:00:00Z</updated>
    <summary>Why AI cites a directory rather than your site, and how a French business page can become the clearer primary source for AI answers.</summary>
  </entry>
  <entry>
    <title>Doorway Pages Make AI Trust Less</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/doorway-pages-weaken-ai-trust/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/doorway-pages-weaken-ai-trust/" rel="alternate"/>
    <published>2026-04-23T00:00:00Z</published>
    <updated>2026-04-23T00:00:00Z</updated>
    <summary>Why local doorway pages can weaken AI trust, confuse service-area signals, and make a French business harder to cite accurately.</summary>
  </entry>
  <entry>
    <title>Thin Landing Pages Lose to Dense Sources</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/thin-seo-pages-ai/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/thin-seo-pages-ai/" rel="alternate"/>
    <published>2026-04-01T00:00:00Z</published>
    <updated>2026-04-01T00:00:00Z</updated>
    <summary>Why a thin SEO landing page is often ignored by AI systems, and what depth French SMB pages need to become usable sources.</summary>
  </entry>
  <entry>
    <title>Exact Match Domains Need Entity Clarity</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/exact-match-domain-ai-entity/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/exact-match-domain-ai-entity/" rel="alternate"/>
    <published>2026-03-31T00:00:00Z</published>
    <updated>2026-03-31T00:00:00Z</updated>
    <summary>Why exact-match domains are weaker than clear entity proof, and how keyword domains can stop looking generic to AI systems.</summary>
  </entry>
  <entry>
    <title>Reviews Cannot Replace Business Proof</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/google-reviews-ai-answer-proof/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/google-reviews-ai-answer-proof/" rel="alternate"/>
    <published>2026-03-12T00:00:00Z</published>
    <updated>2026-03-12T00:00:00Z</updated>
    <summary>Why Google reviews and AI answers do not work the same way, and which non-review signals help AI describe a French business accurately.</summary>
  </entry>
  <entry>
    <title>When AI Reads the Homepage Instead</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/ai-ignores-product-page/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/ai-ignores-product-page/" rel="alternate"/>
    <published>2026-03-11T00:00:00Z</published>
    <updated>2026-03-11T00:00:00Z</updated>
    <summary>Why ChatGPT may ignore a product page and summarize your homepage instead, even when the product page is the page that matters.</summary>
  </entry>
  <entry>
    <title>Service Areas AI Keeps Getting Wrong</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/chatgpt-wrong-service-area/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/chatgpt-wrong-service-area/" rel="alternate"/>
    <published>2026-03-10T00:00:00Z</published>
    <updated>2026-03-10T00:00:00Z</updated>
    <summary>Why ChatGPT can give the wrong service area even when Google Business Profile is correct, and how on-site location wording repairs it.</summary>
  </entry>
  <entry>
    <title>Backlinks Do Not Write the Citation Sentence</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/backlinks-do-not-create-citations/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/backlinks-do-not-create-citations/" rel="alternate"/>
    <published>2026-03-05T00:00:00Z</published>
    <updated>2026-03-05T00:00:00Z</updated>
    <summary>Why backlinks may help Google rankings but not ChatGPT citations, and which visible credibility signals make a business page usable.</summary>
  </entry>
  <entry>
    <title>The English Page Explains More Than French</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/french-page-less-cited-ai/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/french-page-less-cited-ai/" rel="alternate"/>
    <published>2026-02-24T00:00:00Z</published>
    <updated>2026-02-24T00:00:00Z</updated>
    <summary>Why a French page can lose AI visibility when its English version gives clearer service proof than the local page.</summary>
  </entry>
  <entry>
    <title>Headings AI Can Quote Without Repair</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/h1-headings-ai-can-quote/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/h1-headings-ai-can-quote/" rel="alternate"/>
    <published>2026-02-19T00:00:00Z</published>
    <updated>2026-02-19T00:00:00Z</updated>
    <summary>Why AI-ready H1 headings need liftable wording, and how French SMBs can write headings that carry service, place and proof clearly.</summary>
  </entry>
  <entry>
    <title>Why Meta Copy Stops at Google</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/why-meta-copy-stops-at-google/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/why-meta-copy-stops-at-google/" rel="alternate"/>
    <published>2026-02-19T00:00:00Z</published>
    <updated>2026-02-19T00:00:00Z</updated>
    <summary>Why meta title and description work for Google snippets but not AI answers, and what on-page proof helps a business get cited.</summary>
  </entry>
  <entry>
    <title>FAQ Schema Without Quotable Answers</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/faq-schema-ai-answer/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/faq-schema-ai-answer/" rel="alternate"/>
    <published>2026-02-18T00:00:00Z</published>
    <updated>2026-02-18T00:00:00Z</updated>
    <summary>Why FAQ schema can earn Google rich results while your AI answer stays weak, and how French SMBs should phrase answers models can quote.</summary>
  </entry>
  <entry>
    <title>When Page One Still Leaves ChatGPT Empty</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/why-chatgpt-ignores-ranked-sites/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/why-chatgpt-ignores-ranked-sites/" rel="alternate"/>
    <published>2026-02-05T00:00:00Z</published>
    <updated>2026-02-05T00:00:00Z</updated>
    <summary>Why ChatGPT may ignore a French SMB site that ranks on Google, and which GEO signals help AI answers cite the business correctly.</summary>
  </entry>
  <entry>
    <title>Keyword Pages That Say Almost Nothing</title>
    <id>https://aiseofrance.com/en/notes-de-terrain/keyword-stuffed-service-page-ai/</id>
    <link href="https://aiseofrance.com/en/notes-de-terrain/keyword-stuffed-service-page-ai/" rel="alternate"/>
    <published>2026-01-29T00:00:00Z</published>
    <updated>2026-01-29T00:00:00Z</updated>
    <summary>Why an over-optimized service page reads as vague to AI, and how French SMBs can replace keyword stuffing with factual service sentences.</summary>
  </entry>
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