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AI Source Map · October 2026

How often ChatGPT and Claude read lightspeedhq.com before they make a recommendation

For each assistant, country and kind of business: the share of answers that read lightspeedhq.com, the share that cited it, and its rank among the sites read there.

lightspeedhq.com
0.3%of answers read lightspeedhq.com
ChatGPT: answers that read it
0.4%
Claude: answers that read it
0%
Cited as a source
0.1%
Rank among all sources
324

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In October 2026, ChatGPT and Claude answered 3,256 questions about businesses, software and brands with web search on. They read lightspeedhq.com in 0.3% of them and gave it as the source of a recommendation in 0.1%. It is number 324 among all sources. It ranks highest in Belgium, where 1.3% of answers read it, and for restaurant POS systems, where 40% did.

By assistant

Each assistant’s share of its own answers with web search on.

Compare assistant statistics
By assistant
AssistantReadCitedAnswers
ChatGPT2,580 answers0.4%0.2%2,580
Claude676 answers0%0%676

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Anyone may publish this chart, with the credit line that links to this page.

How often ChatGPT and Claude read lightspeedhq.com and where it ranks highest, October 2026
<a href="https://aigrow.gg/ai-sources/site/lightspeedhq.com"><img src="https://aigrow.gg/og/ai-sources-site-lightspeedhq.com.jpg" width="1200" height="630" alt="How often ChatGPT and Claude read lightspeedhq.com and where it ranks highest, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/site/lightspeedhq.com">Source: AIGROW AI Source Map, October 2026</a></p>

By country

Countries with at least 5 answers where lightspeedhq.com was read, the most read first. Rank is its place among the sources read there. No answer read it in 12 other countries with enough answers.

By country
CountryReadRankCitedAnswers
BelgiumCited 0% · 153 answers1.3%1290%153
NetherlandsCited 0% · 153 answers1.3%1440%153
NorwayCited 0% · 103 answers1.0%1290%103
AustraliaCited 0.7% · 153 answers0.7%1640.7%153
CanadaCited 0.7% · 153 answers0.7%1580.7%153
SwitzerlandCited 0.5% · 203 answers0.5%2110.5%203
FranceCited 0% · 228 answers0.4%2980%228
United KingdomCited 0.4% · 228 answers0.4%2590.4%228

By kind of business

Kinds of business with at least 5 answers where lightspeedhq.com was read, across every country, the most read first. No answer read it for 42 other kinds of business with enough answers.

By kind of business
Kind of businessReadRankCitedAnswers
Restaurant POS systemsCited 20% · 20 answers40%320%20
E-commerce platformsCited 0% · 20 answers10%90%20

What this means for a business

In no kind of business in any one country did more than half of the answers read lightspeedhq.com. It ranks highest in Belgium, where 1.3% of answers read it, and for restaurant POS systems, where 40% did. Of the answers that read it, 40% also gave it as the source of a recommendation.

Questions

Does ChatGPT read lightspeedhq.com?
Yes. In October 2026, ChatGPT read a page of lightspeedhq.com in 0.4% of its 2,580 answers with web search on, and gave it as the source of a recommendation in 0.2%.
Does Claude read lightspeedhq.com?
Not in this data. In October 2026, Claude read no page of lightspeedhq.com in any of its 676 answers with web search on.
Where do AI assistants read lightspeedhq.com most?
It ranks highest in Belgium, where 1.3% of answers read it, and for restaurant POS systems, where 40% did.

How this was measured

The Index method
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, lightspeedhq.com, October 2026, aigrow.gg/ai-sources/site/lightspeedhq.com. The figures and the data are published under CC BY 4.0: reuse them with a link to this page.

Download the data as JSON

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Edition October 2026 · data under CC BY 4.0