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Heralded

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 Rank change Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
11 ERPNext IN New entry 7 , range 4–27
7
  • : score 7 · #11
 10% 1% First reading
12 Brightpearl GB New entry 7 , range 3–28
7
  • : score 7 · #12
 8% 3% First reading
13 Oracle US New entry 6 , range 2–23
6
  • : score 6 · #13
 5% 3% First reading
14 Cetec ERP US New entry 3 , range 2–11
3
  • : score 3 · #14
 5% 0% First reading
– BizSuite 360 Unranked Too few answers
–
  • : Unranked
 2% 0% None First reading
– Cin7 Core NZ Unranked Too few answers
–
  • : Unranked
 3% 0% First reading
– DELMIAWorks US Unranked Too few answers
–
  • : Unranked
 1% 0% First reading
– Dolibarr FR Unranked Too few answers
–
  • : Unranked
 2% 0% None First reading
– Dynamics 365 Finance/Operations US Unranked Too few answers
–
  • : Unranked
 1% 0% First reading
– Epicor Prophet 21 US Unranked Too few answers
–
  • : Unranked
 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.

This month's moves

First reading. No comparable previous month yet.

Biggest risers

No clear rise.

Biggest fallers

No clear fall.

Drop-outs

No drop-outs.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
11 reddit.com Community 12.5% 3 of 4 10 14
12Withheld. Run a full Snapshot to see it.
13 zapier.com Vendor site 10.4% 3 of 4 1 2
14 odoo.com Brand site 6.3% 3 of 4 5 0
15Withheld. Run a full Snapshot to see it.
16Withheld. Run a full Snapshot to see it.
17Withheld. Run a full Snapshot to see it.
18Withheld. Run a full Snapshot to see it.
19Withheld. Run a full Snapshot to see it.
20Withheld. Run a full Snapshot to see it.

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