AI answer authority

When a buyer asks an AI, one brand gets named.

We make sure a machine can tell what you sell and why you're the answer — so you turn up in the shortlist your buyer never sees you compete for.

WhatsApp is optional, and only ever used to send the call link. No follow-ups, no list.

$750, invoiced after a 20-minute call — so we only take it on if it will pay for itself.  Or run ten checks yourself, free →

illustration · invented brands
retrieval
−58%
desktop CTR for the #1 result on informational queries when an AI Overview appears. Position 2 loses 51%, position 10 loses 19%
measured Ahrefs, Feb 2026 · 300k keywords
8%
of visits with an AI summary ended in a click to any website, against 15% without one. Observed, not self-reported
verified Pew Research · 900 US adults
1.08%
of all site traffic comes from AI referrals, across 13,770 domains. It is small, and it is not about to replace search
measured Conductor · 13,770 domains

Is this for you?

Read this before the form. We would rather lose the sale here than take $750 from someone it will not pay back.

Good fit

Worth your money if

  • Organic traffic is down while your rankings held
  • You get 5,000+ qualified visits a month
  • Your product is over $200, or a customer is worth over $1,000
  • People research before they buy from you
  • Somebody owns organic performance internally
Not a fit

Save your money if

  • You're under 5,000 visits a month. Use a spreadsheet first
  • You sell low-value impulse items
  • Everything you sell goes through a marketplace
  • You want a guarantee on attributed clicks
  • You need convincing that AI answers matter. That's a different job
What we actually do

Three layers. We build the first one.

Most agencies sell all three. Here is the honest split.

01
Readable — can a machine understand you?

Entity resolution, structured data, answer-shaped pages, clean feeds. Every piece of it can be checked by you, on your own site, without taking anyone's word for it. Schema validates or it doesn't. Your entity resolves or it doesn't.

We build this
02
Retrievable — does it find you when it goes looking?

This follows from layer one. Measured monthly, with the rented share broken out so you can see which part of it would survive a change in how the engines retrieve.

We measure this
03
Remembered — does it know you without looking?

Years of press and relationships build this. It isn't something we sell. You'll get an honest read on where you stand, and that's all.

We don't sell this

Layer one is the precondition. A brand a machine can't read won't get retrieved or remembered, whatever it spends.

The number nobody reports

Most of your AI visibility is rented.

Ask ChatGPT to recommend something. It searches, finds a listicle you're on, names you. Looks like a win.

Ask again with search switched off. Most brands vanish.

One survives a change in how the model retrieves. The other doesn't. Every dashboard in this category reports a single citation number that can't tell them apart.

We run both and give you the split.

Our own index, published

citrel.ai · 45 prompts, five engines · updated monthly, up or down

ChatGPTnamed 8 · own 2 indicative
Perplexitynamed 19 · own 4 measured
AI Overviewsnamed 11 · own 1 indicative
Gemininamed 14 · own 3 indicative
Claudenamed 6 · own 2 measured

Every number we publish carries how we got it. Verified means you can re-run it yourself and get the same answer. A composite score inherits the lowest confidence of its inputs, and we never average across engines.

Owned — survives retrieval offRented

See the full index — all 45 prompts and the method →

Read it as: we're named in 8 of 45 prompts on ChatGPT, and 2 of those 8 survive when retrieval is switched off. Across all five engines we're named 58 times and hold 12 of them. 79% of our own visibility is rented. We're a new company. You can watch these move.

Two minutes

What an AI citation actually is.

No jargon. One real category, one real question, and where the money goes.

A page from the audit format
See the format itself — all 35 sections, explained → What every section of the audit means, what goes in it, and a worked example. No client's data — the examples are invented.
What we won't claim

The numbers other agencies leave out.

The honest way to value this: citation is a multiplier on the search and paid placements you already fund, not a channel of its own. Price it that way and it makes sense. Price it as traffic and it never will.

You'll find all of this yourself within a week. Better you hear it now, with what we do about each one.

Citations don't send trafficAlmost nobody clicks the citation itself. That is the 1% Pew observed, and it is a different number from the 8% in the stat bar above, which counts clicks to any result on the page (Pew).
So instead: citation gets treated as lift on the search result and the paid placement you already fund, and it gets reported that way. Nobody here will promise you clicks from a citation. That would be a lie you could check.
The conversion studies contradict each otherPublished figures run from −38% to +23x. That is not a range. The 23x is one SaaS company reporting on its own analytics.
Our version: no forecast, no ROI model. You get what changed, and you decide what it was worth.
The channel is small right now1.08% of web traffic. Growth is roughly 1% month on month, and Conductor's own chief executive has said publicly that it will never rival organic search. Small channel.
Which is why: this is priced as cheap insurance on a shift already visible in your Search Console, rather than as a growth channel. Small bet, early. The cost of being late isn't symmetrical with the cost of being early.
Attribution isn't solvedNobody has solved it. There is no reliable tracker for how often a model mentions your brand, and the vendors selling one are guessing.
What we do: measure what is measurable. Prompt-level naming, source-level citation, the rented and owned split. Everything else gets marked unknown in the report.
We can't guarantee you'll be recommendedModels change. Retrieval changes. Anyone promising you a ranking is promising something they do not control.
So instead: the build is guaranteed against a written spec you can verify yourself. Reporting stays honest in the months a number goes flat, which is when it matters.
So what are you actually buying?
A machine-readable brand that you keep, an honest baseline you can re-run yourself, and a clear read on which of your competitors currently owns the answer. Everything past that is a bet. We have priced the first step at $750 so it is a small one.
If you already pay for a tool

A dashboard tells you that you're invisible.

Otterly, Peec, Profound, Rankscale, Scrunch and Athena are good products and we use them. Some are starting to ship fixes too. The difference that lasts is not who diagnoses better — it is that a person here actually writes the schema, builds the entity and ships the pages.

What a dashboard gives you

  • Which prompts name you, tracked over time
  • Which competitors appear instead
  • Alerts when a number moves
  • $29 to $780 a month, depending on prompts and engines

What we do with it

  • Work out why the engine can't place you
  • Split the number into rented and owned, which no dashboard does
  • Rebuild the entity, schema, answer pages and feed
  • $3,000 once. Optional upkeep after

Most clients run both. Keep the dashboard, and stop paying it to tell you the same bad news every month.

The fairer comparison for upkeep is not a dashboard, it is a retainer. SEO and content retainers in the US and UK run $2,500 to $8,000 a month. We are the disciplined cheap end of that, not the expensive end of tooling.

Pricing

Published, because almost nobody does.

Nine of the ten agencies we looked at make you book a call to find out. Here's ours.

Audit

Where you stand today
Find out where you stand before spending anything.
$750
one time · 5 working days
Intro price for the first ten clients
  • 45 real buying prompts in your category
  • Five engines, AI Overviews included
  • Who gets named instead of you
  • Your rented / owned split
  • Machine-readability score, itemised
  • A 12–16 page PDF, plus a 30-minute walkthrough if you want one
Book a call

Build

Fix the readable layer
Fixed scope, fixed price, a finished state you can check yourself.
$3,000
fixed · 8 weeks
Rising to $4,500 after three case studies
  • Entity layer built and disambiguated
  • Structured data matched to real answers
  • Answer pages for your money questions
  • Feed, indexing and agent crawlability
  • Scope: up to 10 answer pages, schema on up to 25 templates
  • Delivered as a pull request your devs merge, or published by us with CMS access
  • Yours to keep, published in your name
Audit first, then build
Upkeep — $1,500 a month
After a build, if you want it maintained. Entity and schema break quietly when sites change.
Ask about Upkeep
Monthly index across five engines · new answer pages · drift repair · who took an answer from you. Month to month for our first clients — the 30-to-60 day lag is our measurement problem, not yours to prepay for.
Agencies: wholesale audits at $450, builds at $2,000, ten working day SLA, unbranded deliverable. See partner pricing →
Partner pricing

The audit fee comes off the build. Nothing here is a subscription you have to escape.

Proof

A brand starting from nothing.

A small consumer brand in its first year. No traffic, no rankings, no audience, no ad budget. Category and country withheld at their request.

3,580
impressions on AI answer surfaces, across 87 pages
~40
commercial queries into Google's top 10
$0
spent on advertising, ever
101
orders in the first month, 86% first-time buyers

See exactly what $750 gets you — all 35 sections, explained → · or a redacted sample

Ours: the AI-surface impressions, the top-10 queries and the clean product feed are the machine-readability work. Not ours: the 101 orders came mostly from the founder's own community posting. It sits here as context, not as something to take credit for. Attributing orders to citations is exactly the claim we say nobody can make.

We don't name the brand publicly, and we no longer screen-share a client's live accounts — that is their revenue data and it isn't ours to show. What you get instead, on the call, is a live redacted walkthrough of the actual dashboards — figures visible, everything identifying removed. Ask for it and it is the second half of the twenty minutes.

Questions

Straight answers.

How long until something moves?

Retrieval engines like Perplexity and Google's AI Overviews shift in four to eight weeks. ChatGPT pulls from training data as well as search, so anything that has to reach the training corpus takes six to eighteen months. The audit tells you which of your prompts sit in which bucket.

What happens if we stop working with you?

You keep all of it. The schema, the pages, the entity work, the measurement baseline. It's published on your domain in your name. There's nothing to switch off and nothing to hand back.

Can you guarantee we'll be recommended?

No. Models change, retrieval changes, competitors move. We guarantee the build gets done to a written spec and the reporting stays honest. If a number goes flat we say so before you have to ask.

Why is the audit paid?

Free audits attract people who were never going to buy, and we'd end up rushing them. $750 buys 45 prompts run properly across five engines plus the retrieval-off comparison. It comes off the build if you go ahead.

Who are you, and where?

Citrel AI is a one-person practice run by Renu Gupta, registered in Agra, India, with the full address and a working phone number on the contact page. Our clients are in the US, UK, Europe, the Gulf and Australia. We overlap at least four hours with US Eastern, we publish our prices, and we publish our own index so you can judge us on what we show rather than where we sit.

I'm in India. What do I actually pay?

The same $750, converted at your card or bank's rate on the day. We are an Indian sole proprietorship below the GST registration threshold, so no GST is charged and no input credit arises — the invoice is the whole cost. If that changes, the invoice will say so and the price on this page will not move without notice. For clients outside India this is an export of services, and no Indian GST applies either way.

Do you do this to your own site?

Yes, and you can check. Our robots.txt, sitemap.xml and llms.txt are all live, our structured data validates, and our own visibility index is published monthly including the months it gets worse. Every file we would ask you for, we ship ourselves.

What access do you need to run the audit?

Nothing. The audit runs entirely on public data and your domain name. No Search Console, no analytics, no admin logins, no NDA required to get started. If you go ahead with the build we will ask for Search Console and whatever CMS access is needed to publish, and nothing beyond that.

Does this replace our SEO agency?

No. It sits underneath whatever they do. They work on rankings and content; we work on whether a machine can resolve who you are and lift a clean answer from your pages. If you have an agency, we will send them the spec and they can implement it themselves. Plenty of clients do that.

Isn't this just SEO with a new name?

It overlaps. The difference is what you optimise for. Search ranks pages and hands the user ten to choose from. An answer engine picks one and explains it. That changes what the machine needs from you: a resolvable identity, structured facts, and content in a shape it can lift.

Find out who's being named instead of you.

45 prompts, five engines, five working days. $750 for the first ten clients.

WhatsApp is optional, and only ever used to send the call link. The fee comes off the build if you go ahead.

PricingFAQBook a call