AI answer report

What Google AI Mode tells buyers looking for ledger infrastructure API for fintech teams

Fragment was named in 1 of 3 sampled answers.

Sampled answers on 9 November 2026; AI answers vary by user and day. Engine: Google AI Mode, browser in India, one fresh query per question.

For this company the questions and answers were recorded as short summaries, not exact query text, and cited sites were recorded only where noted.

What the engine said

Question 1

Fragment named: No

Brands named: Formance, Modern Treasury, TigerBeetle, Blnk, Twisp

Sites cited: Not recorded.

Question 2

Fragment named: No

Brands named: No brand list in this answer.

Sites cited: nium, lead.bank, paymanai, fireblocks

No brand list. Cited sources were recorded by site name only.

Question 3

Fragment named: Yes

Brands named: Formance, Fragment, TigerBeetle, Stripe Ledger, SDK.finance, Moov

Sites cited: fragment.dev

Only the Fragment citation was recorded for this answer.

Answer the questions where you were missing. In 2 of 3 sampled answers Fragment was not named. A page on your own site that answers each of those questions in plain words, with the use case, who it is for and how it compares, gives the engine something to quote.
Be present on the sites the engine already cites. The sampled answers cited nium, lead.bank, paymanai, fireblocks. Listings, reviews, guest pieces and comparison mentions on sites like these are a route into answers you do not appear in yet.
Publish honest comparisons with the brands named. The engine named Formance, Modern Treasury, TigerBeetle for these questions. A fair comparison page against the brands buyers already see, with a clear statement of when you are the better fit, matches how these answers are written.

Three questions are a small sample. The free AI answer audit checks more buyer questions, or send a note below and I will run a fuller check.