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Every institutional mandate carries one line no demo can move.
An adviser managing client crypto asks for a qualified custodian, one its regulator allows to hold client assets. An exchange serving New York wants a custodian New York has chartered. Your sales team hears that line on the first call, and it heads the regulatory section of the due diligence questionnaire.
At a custody, compliance or staking firm of about 300 people, a compliance analyst and a sales operations person can spend a quarter of their week reading each questionnaire and request for proposal (RFP) for those rules and keeping licenses and entity names consistent (our example): about $63,150 a year in pay and benefits.
The Buyer's Rule Changes Which Firms the Answer Names
Our research asked 40 institutional crypto buying needs on ChatGPT and Google AI Mode, Google's chat-style answers, once plainly and once with the buyer's rule written in, in September and on 19 October 2026; the figures are October's.
| The question | Linked a regulator's own site as a source | Named one of the four best-known custodians |
|---|---|---|
| Asked plainly | 32.50% | 62.86% |
| With the buyer's rule | 48.50% | 27.69% |
A constrained answer, an answer to a question that names the buyer's rule, explains the rule first and then names fewer firms. A rule or license halves the best-known names; a custody technology (how the keys are held) leaves them in about as many answers.
A Rule or License Halves the Big Names; a Technology Leaves Them Alone
% of answers
View the data
| Label | Asked plainly | With the constraint |
|---|---|---|
| Custody technology, September | 70.00% | 67.69% |
| Custody technology, October 19 | 66.67% | 66.15% |
| Jurisdiction, September | 62.86% | 50.00% |
| Jurisdiction, October 19 | 62.86% | 44.29% |
| Rule or license, September | 64.29% | 30.77% |
| Rule or license, October 19 | 62.86% | 27.69% |
The chartered entity on the register can differ from the homepage brand. The answers used charter names when the question asked for a charter.
New York's financial regulator, the NYDFS, lists Fireblocks Trust Company with a Limited Purpose Trust Charter, granted in August 2024, as read on 9 November 2026. Anchorage's New York entity holds a virtual currency license instead, not a trust charter, and the constrained answers rarely named it.
The OCC, the US bank regulator for national banks, is the counterexample: asked for custodians it charters, every constrained answer, 5 of 5 in each reading, named at least one of the best-known firms by its national bank or trust entity.
Nothing here shows that changing a page changes the answer, and no page can promise it. But a firm cannot tell which buyer rules leave it out without asking the questions every day, which is what Qvery's GEO Agent does:
What Reading Every Questionnaire Costs
Say the analyst and the sales operations person each spend about 25% of their week on it, about a day and a quarter. Compliance officers earned a mean $88,400 in May 2025, the Bureau of Labor Statistics reports; with benefits at 30% of what private employers spend, about $126,300, and the example prices both people at that rate.
The calculator works out what that reading costs today, over a 2,080-hour working year, what it costs with the agents taking half of it (our assumption), and how fast the build pays back; it opens on this example.
Questionnaire Requirement Review ROI Calculator
What Reading Questionnaires And Requests For Proposal For Buyer Rules And Checking Licenses And Entity Names Against The Register Costs You, And What An Agent Saves
Saved Per Year
$27,975
520 hours handed back, after $3,600 a year to run it
- Hours Handed Back
- 520 hours a year
- Agent Running Cost (Estimate)
- $300 a month
- Payback Per $10,000 Of Build
- 4.3 months
On these numbers, the agent saves $27,975 a year after its own running cost, and every $10,000 of the build is earned back in 4.3 months.
On the example, the work falls from $63,150 to $35,175 a year: $27,975 and 520 hours handed back, and every $10,000 of the build is earned back in about 4.3 months. Running the agents, about $300 a month, is an estimate: a few cents of AI model use a page read plus hosting and upkeep.
Off the calculator sits a larger risk, a lost shortlist. Say one custody mandate brings $150,000 a year in fees (our assumption): losing a single one to an entity name that disagrees with the register puts about 2.4 times the reading's $63,150 in fee revenue at risk.
What Qvery's Agents Read, and What They Never Touch
The buyer’s rule is the one line of the questionnaire a firm can answer before anyone has asked it.
The agents we build read each due diligence questionnaire, RFP and request for information (RFI) your sales team receives and pull every rule, charter, license and jurisdiction clause.
They match each clause to your tracked questions, draft a plain question and its constrained version for any rule your list does not carry, mark from compliance's license sheet whether you appear to hold it, and draft the correction wherever your licenses page disagrees with the register, all into one ledger for institutional sales and compliance.
| The fact | Where the agents read it | Who confirms |
|---|---|---|
| Each licensed entity's legal name | Your licenses page; the regulator's register | Compliance |
| Charter or license type, number and regulator | Your licenses page; the register | Compliance |
| Where each entity may serve clients | Product and licenses pages; the register | Compliance with product |
The agents never answer a questionnaire or change the question list on their own, and they write only to that ledger: compliance confirms every held mark before anyone relies on it, and institutional sales approves each new question. What they may read is set in a written agreement, your data is processed where that agreement says, and every clause and mark is logged.
Bring Us Your Last Quarter's Questionnaires
Bring last quarter's questionnaires and your license sheet. The agents read last quarter beside what compliance marked before they read anything new, and the first working agents run within two weeks of access.
Frequently asked questions
Can an AI agent tell us whether we qualify under a rule?
No. Eligibility is a legal judgment, and rules are scoped to specific entities. The agents mark which rules your license sheet appears to cover; compliance confirms every mark before anyone relies on it.
Who in a custody or staking firm should own this?
Compliance owns the facts and approves every sentence about them. Sales or marketing owns the question list, because they hear the rules buyers bring. Name one person to read the monthly list.
What does the questionnaire agent need access to?
The agents read incoming questionnaires, requests for proposal and requests for information, your tracked question pairs, compliance's license sheet and the recorded AI answers. Keep that access inside your own systems, with the source documents open for reviewers to check.
Does an AI answer naming our firm mean it recommends us?
No. Our figures count a firm as named when the answer mentions it, whatever the answer says next. A constrained answer often explains the rule and lists several firms; being in that list is the start of a buyer’s check, not the end of it.
Which crypto custodians do ChatGPT and Google AI Mode name?
Asked plainly, the best-known names come back: Anchorage, BitGo, Coinbase and Fireblocks. Add the rule the buyer must meet, such as a qualified custodian or a New York trust charter, and the answer explains the rule first and names fewer firms.
How does a buyer's rule change which crypto firms AI names?
A rule or license halves the best-known names in the answers, while a custody technology, how the keys are held, leaves them alone. The answers cite the regulator and name the firms that hold that rule's charter or license.
What is a qualified custodian for crypto?
A custodian that an adviser's regulator allows to hold client assets. An adviser managing client crypto for an SEC-regulated fund asks for one, and that line sits in the questionnaire before any demo.
Do AI answers use a custodian's brand name or its legal entity?
When the question asked for a charter, the answers used the charter names. The chartered entity on the register can differ from the homepage brand, so the legal name matters.
Which crypto custodians hold a New York trust charter?
New York's financial regulator, the NYDFS, lists Fireblocks Trust Company with a Limited Purpose Trust Charter, granted in August 2024, as read on 9 November 2026. Anchorage's New York entity holds a virtual currency license instead, and the constrained answers rarely named it.
What happens when buyers ask for an OCC-chartered custodian?
Every constrained answer, 5 of 5 in each reading, named at least one of the best-known firms by its national bank or trust entity. The OCC, the US bank regulator for national banks, is the counterexample to the halving.
Can changing our website change what AI answers say about our licenses?
Nothing in this research shows that changing a page changes the answer, and no page can promise it. What you can do is ask the questions every day and see which buyer rules leave you out.
What does reading crypto due diligence questionnaires cost?
In this post's example, a compliance analyst and a sales operations person each spend about 25% of their week on it: $63,150 a year. With agents taking half, it falls to $35,175, and 520 hours come back.
What does losing one custody mandate cost?
Say one mandate brings $150,000 a year in fees: losing a single one to an entity name that disagrees with the register puts about 2.4 times the reading's $63,150 in fee revenue at risk. That risk sits off the calculator.
What do questionnaire agents pull from an RFP?
Every rule, charter, license and jurisdiction clause in each due diligence questionnaire, RFP and request for information. They match each clause to your tracked questions and mark from compliance's license sheet whether you appear to hold it.
Do the agents answer questionnaires for us?
Never. They write only to a ledger: compliance confirms every held mark before anyone relies on it, and institutional sales approves each new question added to the list.
Which facts must stay consistent across a crypto firm's pages?
Each licensed entity's legal name and its charter or license type, as your licenses page and the regulator's register show them. Compliance confirms each one.
What do the agents do when a questionnaire asks for a new rule?
They draft a plain question and its constrained version for any rule your tracked list does not carry, so you can start asking it every day. Institutional sales approves each new question before it joins the list.
How do you start with questionnaire agents?
Bring last quarter's questionnaires and your license sheet. The agents read last quarter beside what compliance marked before they read anything new, and the first working agents run within two weeks of access.
