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The most visible B2B 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#1 overall NetSuite US 89 , range 76–95 92% 75% None First reading
2#2 overall Acumatica US 80 , range 65–90 79% 63% None First reading
3#3 overall Dynamics 365 Business Central US 75 , range 56–85 75% 50% None First reading
4#4 overall Odoo BE 66 , range 46–80 63% 42% None First reading
5#5 overall Infor US 59 , range 42–76 63% 29% None First reading
6#6 overall Epicor US 54 , range 39–74 50% 33% None First reading
7#7 overall Sage Intacct US 46 , range 34–67 38% 29% None First reading
8#8 overall SAP Business One DE 44 , range 34–64 46% 17% None First reading
9#9 overall Workday US 38 , range 24–54 33% 13% None First reading
10#10 overall IFS SE 36 , range 18–52 29% 13% None 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

No answer cited a source of this type (Community).

The questions, and who wins each

QuestionLanguageWins it
best ERP software for a manufacturing company English Acumatica, Epicor, NetSuite and Odoo, tied
ERP software recommendations for a finance director English NetSuite and Sage Intacct, tied
top ERP software English Acumatica, NetSuite and Odoo, tied
how to choose ERP software English No brand recommended
what to look for in ERP software English No brand recommended
ERP software for a team of 20 to 200 English Acumatica, Dynamics 365 Business Central, NetSuite, Odoo, Sage Intacct and SAP Business One, tied
ERP software that integrates with Shopify English Acumatica, Brightpearl, NetSuite and Odoo, tied
ERP software with GDPR-compliant hosting English Odoo
ERP software for wholesale distribution English Acumatica, Dynamics 365 Business Central, Epicor and NetSuite, tied
most reliable ERP software 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