How often ChatGPT and Claude read lemonde.fr before they make a recommendation
For each assistant, country and kind of business: the share of answers that read lemonde.fr, the share that cited it, and its rank among the sites read there.
- ChatGPT: answers that read it
- 2.0%
- Claude: answers that read it
- 0%
- Cited as a source
- 0%
- Rank among all sources
- 44
In October 2026, ChatGPT and Claude answered 3,256 questions about businesses, software and brands with web search on. They read lemonde.fr in 1.6% of them and gave it as the source of a recommendation in 0%. It is number 44 among all sources. It ranks highest in France, where 17% of answers read it, and for restaurants, where 9.3% did.
By assistant
Each assistant’s share of its own answers with web search on.
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<a href="https://aigrow.gg/ai-sources/site/lemonde.fr"><img src="https://aigrow.gg/og/ai-sources-site-lemonde.fr.jpg" width="1200" height="630" alt="How often ChatGPT and Claude read lemonde.fr and where it ranks highest, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/site/lemonde.fr">Source: AIGROW AI Source Map, October 2026</a></p>By country
Countries with at least 5 answers where lemonde.fr was read, the most read first. Rank is its place among the sources read there. No answer read it in 11 other countries with enough answers.
| Country | Read | Rank | Cited | Answers |
|---|---|---|---|---|
| FranceCited 0.4% · 228 answers | 17% | 5 | 0.4% | 228 |
| NetherlandsCited 0% · 153 answers | 2.0% | 100 | 0% | 153 |
| PortugalCited 0% · 103 answers | 1.9% | 86 | 0% | 103 |
| BelgiumCited 0% · 153 answers | 1.3% | 128 | 0% | 153 |
| DenmarkCited 0% · 102 answers | 1.0% | 126 | 0% | 102 |
| SwitzerlandCited 0% · 203 answers | 1.0% | 179 | 0% | 203 |
| CanadaCited 0% · 153 answers | 0.7% | 208 | 0% | 153 |
| United KingdomCited 0% · 228 answers | 0.4% | 312 | 0% | 228 |
| United StatesCited 0% · 303 answers | 0.3% | 344 | 0% | 303 |
By kind of business
Kinds of business with at least 5 answers where lemonde.fr was read, across every country, the most read first. No answer read it for 23 other kinds of business with enough answers.
| Kind of business | Read | Rank | Cited | Answers |
|---|---|---|---|---|
| RestaurantsCited 0% · 108 answers | 9.3% | 13 | 0% | 108 |
| SupermarketsCited 0% · 39 answers | 5.1% | 30 | 0% | 39 |
| ArchitectsCited 0% · 108 answers | 4.6% | 25 | 0% | 108 |
| DermatologistsCited 0% · 108 answers | 4.6% | 18 | 0% | 108 |
| LawyersCited 0% · 108 answers | 4.6% | 22 | 0% | 108 |
| GymsCited 0% · 108 answers | 2.8% | 74 | 0% | 108 |
| Interior designersCited 0% · 108 answers | 2.8% | 54 | 0% | 108 |
| Real estate agenciesCited 0% · 108 answers | 2.8% | 85 | 0% | 108 |
| Electronics retailersCited 0% · 39 answers | 2.6% | 51 | 0% | 39 |
| Online brokersCited 0% · 39 answers | 2.6% | 37 | 0% | 39 |
| BanksCited 2.5% · 40 answers | 2.5% | 31 | 2.5% | 40 |
| Car brandsCited 0% · 40 answers | 2.5% | 65 | 0% | 40 |
| Car insurance companiesCited 0% · 40 answers | 2.5% | 88 | 0% | 40 |
| Home internet providersCited 0% · 40 answers | 2.5% | 82 | 0% | 40 |
| Mobile carriersCited 0% · 40 answers | 2.5% | 75 | 0% | 40 |
| AccountantsCited 0% · 108 answers | 1.9% | 119 | 0% | 108 |
| Driving schoolsCited 0% · 108 answers | 1.9% | 138 | 0% | 108 |
| Insurance brokersCited 0% · 108 answers | 1.9% | 102 | 0% | 108 |
| Financial advisorsCited 0% · 108 answers | 0.9% | 168 | 0% | 108 |
| Hair salonsCited 0% · 108 answers | 0.9% | 210 | 0% | 108 |
| HotelsCited 0% · 108 answers | 0.9% | 129 | 0% | 108 |
What this means for a business
In 3 pairs of a kind of business and a country, more than half of the answers read lemonde.fr. For a business in one of them, being listed on lemonde.fr is worth checking. Of the answers that read it, 1.9% also gave it as the source of a recommendation.
dermatologists in France: 63%lawyers in France: 63%restaurants in the Netherlands: 60%
Questions
- Does ChatGPT read lemonde.fr?
- Yes. In October 2026, ChatGPT read a page of lemonde.fr in 2.0% of its 2,580 answers with web search on, and gave it as the source of a recommendation in 0%.
- Does Claude read lemonde.fr?
- Not in this data. In October 2026, Claude read no page of lemonde.fr in any of its 676 answers with web search on.
- Where do AI assistants read lemonde.fr most?
- It ranks highest in France, where 17% of answers read it, and for restaurants, where 9.3% did.
How this was measured
- The question
- Each assistant was asked the questions a buyer asks, with web search on: about a local trade in a city, or about software or a consumer brand in a country. Every page its searches returned and every page it gave as a source was kept.
- Counting
- A site counts once per answer, however many of its pages the answer read. Read is the share of answers that read at least one page of the site; cited is the share that gave one of its pages as the source of a recommendation.
- Sources
- A site counts as a source only when it appears on 3 or more pages of the Index. Below that it is almost always a business’s own website or a one-off article.
- Edition
- October 2026. 3,256 answers: ChatGPT 2,580, Claude 676.
- Coverage
- Not every assistant has answered on every page yet this month, so read each assistant’s shares next to its own number of answers.
Citing this data
AIGROW, AI Source Map, lemonde.fr, October 2026, aigrow.gg/ai-sources/site/lemonde.fr. The figures and the data are published under CC BY 4.0: reuse them with a link to this page.
Is your business on the sites the assistants read?
The free scan asks ChatGPT, Claude, Gemini and Grok the questions your customers ask and shows who they name. Check whether your business is on the sites they read before they answer.
Edition October 2026 · data under CC BY 4.0