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The most visible ERP tools on ChatGPT, October 2026

October 2026 · 12 questions asked in English, worldwide · ChatGPT · 24 answers read

Where engines disagree most

One engine

This page reads ChatGPT only. Set Engine to All to compare them.

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
1 NetSuite US 90 , range 78–96 92% 75% First reading
2 Acumatica US 82 , range 69–91 79% 63% First reading
3 Dynamics 365 Business Central US 77 , range 58–87 75% 50% First reading
4 Odoo BE 70 , range 46–81 63% 42% First reading
5 Infor US 62 , range 42–78 63% 29% First reading
6 Epicor US 55 , range 39–76 50% 33% First reading
7 Sage Intacct US 46 , range 33–71 38% 29% First reading
8 SAP Business One DE 44 , range 33–68 46% 17% First reading
9 Workday US 37 , range 25–56 33% 13% First reading
10 IFS SE 36 , range 22–53 29% 13% 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 erpresearch.com Review site 50.0% 1 of 4 10 23
2 gartner.com Industry authority 29.2% 1 of 4 15 12
3 microsoft.com Brand site 41.7% 1 of 4 13 2
4Withheld. Run a full Snapshot to see it.
5 acumatica.com Brand site 25.0% 1 of 4 7 3
6 odoo.com Brand site 12.5% 1 of 4 4 2
7Withheld. Run a full Snapshot to see it.
8Withheld. Run a full Snapshot to see it.
9Withheld. Run a full Snapshot to see it.
10Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
ERP software with the best support English Acumatica, Dynamics 365 Business Central and NetSuite, tied
which ERP software do experts recommend English Acumatica, Dynamics 365 Business Central, Epicor, IFS, Infor and NetSuite, tied

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