On this page
- Crypto Companies Wrote Nearly Half the Comparison Pages
- The Sentence Travels Without the Page Around It
- Keeping Every Rival Line True Each Month
- What Keeping the Page True Costs
- Publish Only if Compliance Can Sign Every Rival Line
- What Happens Once Compliance Hands Us the Source Sheet
- Frequently asked questions
The page usually starts as a table. Your product in the first row, five rivals under it, and columns for fees, custody model (who holds the keys), supported assets and licenses.
Marketing wants it live because assistants cite comparison pages, and whoever writes one, the thinking goes, gets named. Compliance wants a source for every figure in the rival rows before anything goes out.
If you run a custody desk, a staking service, an exchange or a payment gateway with a few hundred people, that page lands on your desk because it costs two teams' time and needs one signature.
| The work | Who | Time or cost |
|---|---|---|
| Re-read about 30 rival facts from each rival's own pages and re-date them | Product marketing | About 9 hours a month |
| Re-sign every rival line | Compliance | About 9 hours a month |
| The year, in pay and benefits | Both | $12,710 a year |
Crypto Companies Wrote Nearly Half the Comparison Pages
Our research asked crypto custody, staking and payment buying questions on ChatGPT and on Google AI Mode, Google's chat-style answers, from the US, the UK, Canada and Australia in September 2026, and opened every comparison page the answers linked as a source.
Outside Fireblocks, the answers mostly used a company's own page to describe the rivals listed on it.
A page for a narrow question no one holds yet, one route between two countries, one buyer type or one requirement, is a different bet.
The Sentence Travels Without the Page Around It
Settlematic's fee comparison says plainly who wrote it: "We build Settlematic, so read this as an informed but interested comparison. Every competitor figure below is sourced to that competitor's own pricing page, with links, and last verified on 7 September 2026." The page still says so, read on 9 November 2026.
An Australian business asked ChatGPT for crypto payment integration priced to scale smoothly. The answer linked that page and wrote: "Independent 2026 comparisons note that network fees, FX spreads and payout fees can substantially change the effective cost versus the advertised processing rate." It named five rivals and left Settlematic out.
So the unit to write for is the sentence. A line about a rival has to be true read alone, by someone who never sees your page, with the rival's own pricing page and the date you read it inside the line.
In the UK and the EU each of those lines is also a claim compliance stands behind: the FCA, the UK financial regulator, and the EU's crypto rules, MiCA, both require marketing to be fair, clear and not misleading.
| The line | Its primary source | Who signs it |
|---|---|---|
| A rival's fee | The rival's own published fee page | Compliance |
| A rival's license | The UK or EU regulator's register | Compliance |
| Your own fee or license | Your fee schedule and license list | Product, then compliance |
| The risk warning | The rules of each market the page reaches | Compliance |
Keeping Every Rival Line True Each Month
The agents we build check every rival line on your page against the source sheet each month, flag a date that has passed, catch the sentences the answers repeat without your name, and draft the rewrite. Flags and drafts go to the page owner's queue; a person re-reads the rival's page for each flag, and compliance re-signs the line.
| The agents may | The agents never |
|---|---|
| Read your page, its versions and your records of the answers | Open a rival's website |
| Check each rival line against the source sheet and flag a stale date | Add a claim the source sheet does not hold |
| Draft a rewrite for the page owner | Publish anything |
Compliance signs every sentence about a rival before it goes live. What the agents may read is set in a written agreement, your data is processed where that agreement says, and every flag and draft is logged.
Which of your sentences get repeated, and whether your name travels with them, shows only when the same buyer questions are asked again and again on both assistants:
What Keeping the Page True Costs
Market research analysts and marketing specialists earned a mean $89,490 in May 2025 and compliance officers $88,400, the Bureau of Labor Statistics reports; with benefits at 30% of what private employers spend, the two average about $127,100.
The calculator works out what the upkeep costs today, at about 5% of each person's month, what it costs with the agents taking 70% of it, and how fast the build pays back; it opens on this example.
Comparison Page Upkeep ROI Calculator
What Keeping Every Rival Line On A Comparison Page True And Signed Costs You, And What An Agent Saves
Saved Per Year
$5,297
146 hours handed back, after $3,600 a year to run it
- Hours Handed Back
- 146 hours a year
- Agent Running Cost (Estimate)
- $300 a month
- Payback Per $10,000 Of Build
- 22.7 months
On these numbers, the agent saves $5,297 a year after its own running cost, and every $10,000 of the build is earned back in 22.7 months.
On the example, the upkeep falls from $12,710 to $7,413 a year: $5,297 and 146 hours handed back, and every $10,000 of the build is earned back in about 22.7 months. Running the agents, about $300 a month, is an estimate: a few cents of AI model use a fact re-checked plus hosting and upkeep.
The larger cost stays off the calculator: one wrong rival fee, repeated by an answer under no one's name.
Publish Only if Compliance Can Sign Every Rival Line
Our ruling, which these records support but cannot prove: a crypto company's own comparison page is worth publishing when three things hold.
- It answers a buyer question no rival's comparison already sits under on that assistant.
- Every sentence about a rival carries its source and its date, and compliance has signed it.
- Your own row matches your published fee schedule and license list.
What Happens Once Compliance Hands Us the Source Sheet
Bring the source sheet and the comparison page with its versions. The agents run on last month's answers beside your team's own check, and the first agents work within two weeks of access.
Frequently asked questions
Can an AI agent rewrite the page on its own?
No. The agents find which of your page's sentences the answers repeat, log whether your name came with them and draft rewrites. The page owner approves each one, compliance signs any sentence about a rival, and the agents publish nothing.
Is a crypto comparison page a financial promotion?
In the UK, marketing cryptoassets to UK consumers falls under the financial promotion rules of the FCA, the UK financial regulator, wherever the firm is based. In the EU, the crypto rules require marketing communications to be fair, clear, not misleading and identified as such. Your compliance team decides for each page.
Where should the fee figures for rivals come from?
Use each rival's published pricing page and put the date you checked it inside the sentence. The EU's crypto rules require authorized crypto-asset service providers to publish their pricing, costs, and fees prominently on their websites.
Will a disclosure above the table travel with a quoted claim?
Do not rely on it. In the recorded Settlematic example, ChatGPT described an interested comparison as independent despite the disclosure above its fee table. Write each rival claim so its source and verification date remain clear when read alone.
What does Qvery take on for our comparison page?
We use the GEO Agent to measure buyers' answers, work on the pages they link, and build custom AI agents for the monthly upkeep of every rival line. We train the page owner to review their drafts; compliance still signs rival claims before publication.
Who writes the crypto comparison pages AI answers cite?
Often the crypto companies themselves. In our September 2026 research, 46.61% of the distinct comparison pages under custody, staking and payment answers were a crypto company comparing its own product with its rivals.
Do AI answers name the company that wrote a comparison page?
Mostly not. Outside Fireblocks, the answers mostly used a company's own page to describe the rivals listed on it; only a few of the ChatGPT answers linking another company's comparison named its author.
How often did ChatGPT cite Fireblocks' comparison reports?
In the September 2026 research, 39.81% of ChatGPT's custody and staking answers linked Fireblocks' comparison reports. This figure covers those question types on ChatGPT. It does not establish a ranking of crypto comparison pages.
How soon can crypto comparison-page agents start working?
The first agents work within two weeks of access. Bring the source sheet and the comparison page with its versions. The agents run on last month's answers beside your team's own check.
What running cost does the comparison-page calculator assume?
Running the agents costs an estimated $300 a month in the post's example, covering AI model use, hosting and upkeep. Every $10,000 of the build is earned back in about 22.7 months in that example.
What controls apply to data used by comparison-page agents?
A written agreement sets what the agents may read and where your data is processed. Every flag and draft is logged. The agents cannot add a claim that the source sheet does not hold.
When is a crypto comparison page worth publishing?
The post's ruling requires a buyer question no rival's comparison already sits under on that assistant. Every rival sentence needs its source, date and compliance's signature. Your own row must match your published fee schedule and license list. The records support this ruling but cannot prove it.
What narrow questions can a crypto comparison page target?
A route between two countries, a buyer type or a requirement can frame a narrow comparison page. The post calls a page for a question no one holds yet a different bet, without establishing better performance.
What does keeping a crypto comparison page true cost?
In this post's example, product marketing spends about 9 hours a month re-reading about 30 rival facts and compliance about 9 hours re-signing them: $12,710 a year. With agents taking 70%, it falls to $7,413.
Who in a crypto company owns a comparison page?
Two teams. Product marketing re-reads and re-dates the rival facts, and compliance re-signs every rival line. The page costs both teams' time and needs one signature, so it lands with whoever can give it.
Do the agents open rivals' websites?
No. The agents read your page, its versions and your records of the answers, and check each rival line against the source sheet. A person re-reads the rival's page for each flag, and compliance re-signs the line.
What comparison-page cost stays outside the calculator?
One wrong rival fee, repeated by an answer under no one's name, is the larger cost the post leaves outside the calculator. Compliance signs every sentence about a rival before it goes live.
