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AI Source Map · October 2026

How often ChatGPT and Claude read goodfirms.co before they make a recommendation

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

goodfirms.co
1.1%of answers read goodfirms.co
ChatGPT: answers that read it
0.9%
Claude: answers that read it
1.6%
Cited as a source
0.2%
Rank among all sources
69

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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 goodfirms.co in 1.1% of them and gave it as the source of a recommendation in 0.2%. It is number 69 among all sources. It ranks highest in Australia, where 4.6% of answers read it, and for web design agencies, where 12% did.

By assistant

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

Compare assistant statistics
By assistant
AssistantReadCitedAnswers
ChatGPT2,580 answers0.9%0%2,580
Claude676 answers1.6%0.7%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 goodfirms.co and where it ranks highest, October 2026
<a href="https://aigrow.gg/ai-sources/site/goodfirms.co"><img src="https://aigrow.gg/og/ai-sources-site-goodfirms.co.jpg" width="1200" height="630" alt="How often ChatGPT and Claude read goodfirms.co and where it ranks highest, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/site/goodfirms.co">Source: AIGROW AI Source Map, October 2026</a></p>

By country

Countries with at least 5 answers where goodfirms.co was read, the most read first. Rank is its place among the sources read there. No answer read it in 8 other countries with enough answers.

By country
CountryReadRankCitedAnswers
AustraliaCited 0% · 153 answers4.6%300%153
CanadaCited 0% · 153 answers3.3%370%153
IrelandCited 1.0% · 102 answers2.9%411.0%102
United KingdomCited 0% · 228 answers2.6%590%228
United StatesCited 0.3% · 303 answers1.7%1080.3%303
NetherlandsCited 0% · 153 answers1.3%1410%153
NorwayCited 1.0% · 103 answers1.0%921.0%103
PortugalCited 0% · 103 answers1.0%1320%103
ItalyCited 0.4% · 228 answers0.9%1980.4%228
BelgiumCited 0% · 153 answers0.7%1940%153
SpainCited 0.6% · 178 answers0.6%2110.6%178
SwitzerlandCited 0% · 203 answers0.5%2560%203

By kind of business

Kinds of business with at least 5 answers where goodfirms.co was read, across every country, the most read first. No answer read it for 41 other kinds of business with enough answers.

By kind of business
Kind of businessReadRankCitedAnswers
Digital marketing agenciesCited 0% · 108 answers13%60%108
Web design agenciesCited 3.7% · 108 answers12%53.7%108
AccountantsCited 0.9% · 108 answers7.4%110.9%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 goodfirms.co. For a business in one of them, being listed on goodfirms.co is worth checking. Of the answers that read it, 14% also gave it as the source of a recommendation.

digital marketing agencies in Australia: 60%digital marketing agencies in Canada: 60%web design agencies in Australia: 60%

Questions

Does ChatGPT read goodfirms.co?
Yes. In October 2026, ChatGPT read a page of goodfirms.co in 0.9% of its 2,580 answers with web search on, and gave it as the source of a recommendation in 0%.
Does Claude read goodfirms.co?
Yes. In October 2026, Claude read a page of goodfirms.co in 1.6% of its 676 answers with web search on, and gave it as the source of a recommendation in 0.7%.
Where do AI assistants read goodfirms.co most?
It ranks highest in Australia, where 4.6% of answers read it, and for web design agencies, where 12% 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, goodfirms.co, October 2026, aigrow.gg/ai-sources/site/goodfirms.co. 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