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The most visible ERP tools, October 2026

October 2026 · 12 questions asked in English, worldwide · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 96 answers read

Most cited source

youtube.com

52citations

From Google AI Mode and Google AI Overviews

Where engines disagree most

They agree

Every engine names the same top three.

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
11 ERPNext IN 15 , range 11–26 10% 1% First reading
= 12 Brightpearl GB 14 , range 8–24 7% 2% First reading
= 12 Oracle US 14 , range 8–24 6% 3% First reading
14 Cetec ERP US 8 , range 2–18 4% 0% First reading
– BizSuite 360 Too few answers 2% 0% None First reading
– Cin7 Core NZ Too few answers 2% 0% None First reading
– DELMIAWorks US Too few answers 1% 0% First reading
– Dolibarr FR Too few answers 2% 0% None First reading
– Dynamics 365 Finance/Operations US Too few answers 1% 0% First reading
– Epicor Prophet 21 US Too few answers 2% 0% First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 youtube.com Social 26.0% 2 of 4 27 7
2Withheld. Run a full Snapshot to see it.
3 google.com Vendor site 10.4% 2 of 4 30 Not read
4 gartner.com Industry authority 15.6% 4 of 4 18 15
5 top10erp.org Directory 21.9% 3 of 4 7 15
6Withheld. Run a full Snapshot to see it.
7Withheld. Run a full Snapshot to see it.
8 microsoft.com Brand site 10.4% 1 of 4 13 2
9 erpfocus.com Media 14.6% 3 of 4 5 9
10 acumatica.com Brand site 12.5% 3 of 4 8 3

The questions, and who wins each

QuestionLanguageWins it
ERP software with the best support English Acumatica
which ERP software do experts recommend English NetSuite

Each engine's top three

Method

Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured