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For agencies & consultants

Resell autonomous AI-SEO under your own brand.

Autonomous AI-SEO: it finds the issue, writes the fix and ships it to your clients’ live sites in under a minute — built so ChatGPT, Claude, Gemini and Perplexity can cite them, with citations tracked weekly. One DNS record, any platform. Your brand, your Stripe, your prices.

Find, fix, deploy, verify — the whole loop runs without a human in the path, at whichever of the three autonomy levels you set. Private preview: join the founding-partner waitlist.

Sample dashboard — illustrative figures and client names, not real data.

Measured weekly across the AI engines that decide visibility — optimized on any platform

Why Preferium

Three reasons to switch

Traditional SEO tools stop at Google. Preferium is built for how search actually works now — and for reselling it.

AEO & GEO, not just SEO

We optimize so AI assistants cite your clients in their answers — across ChatGPT, Claude, Perplexity and Gemini, plus Google AI Overviews and AI Mode. That's where search is going.

Edge delivery via DNS — no plugins

Your client points one DNS record. It works on WordPress, Webflow, Framer, Kinsta or custom — we optimize at the edge in real time, whatever the CMS.

We become the source of truth

We override the existing SEO plugin at the edge and run autonomously. Titles, meta descriptions, H1s and schema — the four elements most likely to hurt if they go wrong — are re-checked on the live page in a real browser after they ship, and rolled back automatically if the page regressed. Caught in minutes, not at the next audit.

What we are — and aren’t

We don’t write articles.
We fix websites.

Countless companies promise AI visibility and deliver one thing: more articles. Content has its place — but AI engines cite sites they can crawl, parse and trust. That technical, structural foundation across the whole site is the first step, it has to be perfect, and it’s exactly what Preferium does. Continuously. Autonomously.

The article factories

  • Write more blog posts and hope rankings follow
  • Touch one page at a time — the other 400 stay broken
  • Ignore titles, schema, canonicals, internal links, site health
  • One-off deliveries that decay the day they ship
  • Content stacked on a foundation AI engines can’t parse

The foundation layer

  • Fix the technical and structural layer of the entire site
  • 47 automated checks, continuously — not a one-time audit
  • Schema, titles, canonicals, hreflang and answer blocks on every page
  • Authority maintained: backlinks, entities, reputation, local signals
  • Existing content made citable — structured, marked up, quotable

When content does matter, we make what your clients already have quotable — TL;DRs, FAQ schema, answer blocks. We don’t ghostwrite blogs, and we never will: a perfect article on a broken foundation is still invisible.

How it works

One DNS record puts us in the request path

No plugin, no snippet, no code on the site. The client points one CNAME, and every response flows through the Preferium edge — where the raw HTML is optimized before anyone reads it.

www.client-domain.com. CNAME <issued in your panel>.preferium.com

Illustrative — the exact record is issued per client during onboarding. That single line is the whole install: no plugin, no snippet, nothing added to the page.

One response, built once — no special bot version to keep in sync, and body prose stays untouched. Where an origin is JavaScript-only and would serve a crawler an empty shell, we pre-render for it the same page a human sees once the JavaScript has run: same content, reached a different way. That is dynamic rendering, the pattern Google documents. A parity guard re-fetches the page as GPTBot and as a browser after a deploy to check the two still agree. Check any page yourself with the free AI scan.

Three autonomy levels

SEO that runs itself — and ships itself

Every tool we’ve analyzed stops at the recommendation. Preferium doesn’t hand your clients a to-do list. It finds the issue, writes the fix, deploys it to the live site from the edge in under a minute, verifies the result in a real browser — and rolls back automatically if anything looks wrong.

  • Full autopilot. Finds, fixes, deploys and verifies on its own — including visible elements.
  • Invisible-only. Auto-publishes titles, meta and schema; visible changes wait for you.
  • Review everything. Nothing ships without your approval. Same engine, your finger on the button.

1 credit per element changed — no changes, no charge. Bulk-optimize the whole portfolio, or let autopilot handle it for good.

Put your clients on autopilot
Key features

Everything your clients need to win AI search

One platform to track, understand and improve how AI talks about every brand you manage.

Real-time AI visibility

Track every client's AI presence in real time

See who the AI engines cite for your clients' topics — share-of-voice against competitors, sentiment, and new or lost mentions over time.

Explore AI visibility
AI-driven keyword discovery

Uncover the prompts that move AI rankings

Find the questions people actually ask AI in your client's field, track them across every engine, and turn them into content that gets cited and ranked.

Explore keyword tools
AI-cited source tracking

See exactly which pages AI cites — and close the gap

Track the URLs AI models reference when they mention your client, spot the competitor sources winning citations, and reclaim them with edge-optimized content.

Explore source tracking
Client analytics

One dashboard for the whole picture

Health, citations, share of voice and AI-crawler traffic — per client, white-labeled, and exportable as your own PDF report.

47 checks · autopilot fixes what it finds

Sample dashboard. The chart types and scales are the real ones — 0–1000 health score, four engines, share of voice — the figures are illustrative, not client data.

Solutions

Built for every team that resells AI presence

Agency, consultant or in-house — Preferium has a workflow built for how you actually work.

Agencies

Manage every client brand from one portfolio — your brand, your pricing.

Consultants

Turn AI visibility into a premium, recurring service you own end to end.

In-house teams

Own your brand's narrative across every AI assistant and search engine.

Enterprise

Scale across regions, brands and teams — audit-logged and isolated.

One dashboard for every client. Zero switching.

Manage every client’s prompts, brands and AI visibility from a single portfolio — with client-level access controls, audit logs and a dedicated view per brand.

  • Multi-client workspace with per-client access
  • White-label PDF reports, ready to send
  • Competitor gap analysis for every client
Start your agency

Sample dashboard — illustrative figures and client names, not real data.

White-label

Sell it as your own in three steps

Your brand, your Stripe, your prices. The end client never sees Preferium — only the agency they hired.

  1. 01

    Connect your Stripe

    Link your own Stripe in a click. You bill your clients directly and keep the margin — we never touch the money between you and your clients.

  2. 02

    Build your packages

    Create your own plans and top-ups, set your own prices, and package the platform exactly how your market wants to buy.

  3. 03

    Sell under your brand

    Your logo, your colours, your URL. Clients sign up and order your packages — subscriptions and top-ups — inside your branded panel, connect one DNS record, and start winning AI search. They only ever see your brand.

Stats

The AI-visibility platform built to scale

From your first client to a fifty-domain portfolio, Preferium grows with you — a client live in minutes, deep analytics, and edge delivery that rolls itself back before a bad change can reach the page.

6
AI answer surfaces tracked
ChatGPT, Claude, Perplexity & Gemini, plus Google AI Overviews and AI Mode separately — weekly, web-grounded, on every plan
47
Automated health checks
Auto-fixed and self-deployed
<60s
From fix to live
Deployed at the edge, globally
30
AI crawlers identified by name
Across 17 vendors — logged per client, per page, in Crawler View
Always current

Built for a market that changes monthly

AI search reinvents itself faster than any channel before it. Keeping up is not a feature — it’s the operating assumption the platform is built on.

  1. 2023

    OpenAI announces GPTBot

    The AI-crawler era starts — raw HTML becomes the product.

  2. 2024

    Google launches AI Overviews

    Answers move above position one for everyday queries.

  3. 2025

    Google AI Mode arrives

    A second, conversational Google surface with its own citations.

  4. 2026

    Sponsored placements inside AI answers

    Paid visibility enters assistant responses on commercial topics.

How Preferium keeps pace

  • Weekly, web-grounded measurement across all four AI engines, on every plan
  • Google AI Overviews and AI Mode tracked per keyword — both surfaces, separately
  • Sponsored-ad monitoring inside AI answers for your clients’ topics
  • IndexNow + sitemap pings after every deploy, so indexes see changes in minutes
  • A daily-updated briefing on AI-search developments — public, on our blog
Read the AI-search briefing
The moat

Why this is hard to copy

Any tool can print recommendations. Several can now deploy them. What we have not found anywhere — and we keep looking, most recently in August 2026 — is the whole loop in one place: full autonomy, one server-side delivery path, the highest-risk deploys re-opened in a real browser and rolled back on regression, all of it white-labeled down to your Stripe. The six reasons below are why that combination is harder to copy than any single part of it.

  1. 01

    DNS-edge delivery, no plugin

    One CNAME connects any platform where you control DNS. Nothing installed, no Core Web Vitals penalty — and closed builders that can’t do it honestly are refused rather than served a snippet AI can’t read.

  2. 02

    We become the source of truth

    Preferium overrides the output of whatever SEO plugin the site runs — Rank Math, Yoast, anything — at the edge. One consistent, optimized response wins, regardless of the CMS underneath.

  3. 03

    Deploys that verify themselves

    After a title, meta, H1 or schema ships, a real browser re-opens the live page and rolls back automatically if a change would harm it. Unattended optimization without verification is gambling; we don’t ship gambles.

  4. 04

    Measurement, not estimation

    AI visibility is measured by asking ChatGPT, Claude, Gemini and Perplexity real questions — web-grounded, weekly, in the client’s market — and recording the actual citations and sources.

  5. 05

    Radical honesty, by design

    One response for humans and crawlers, with a parity guard re-fetching as both to check it. A grounded assistant that can’t fabricate. Credits charged only when something actually changed. No invented numbers, anywhere.

  6. 06

    Built to be resold

    White-label isn’t a reporting feature bolted on top — it’s the business model. Your brand, your Stripe, your packages and prices, with strict per-client isolation underneath.

Comparison

Beyond OTTO by Search Atlas and Alli AI

We match the autonomous AEO tools on their own ground — then keep going where they stop: one server-side delivery path with no weaker mode, titles, meta, H1s and schema re-opened in a real browser after they ship and rolled back on regression, and a white-label your client never sees through.

Overlay & legacy SEO tools

  • OTTO by Search Atlas: two install modes — on the pixel one, AI crawlers never see the fix
  • Alli AI: a special pre-rendered version served only to detected crawlers
  • Semrush & Ahrefs: brilliant research — implementation is still your job
  • Manual approvals dressed up as automation
  • Sold as a tool — you can’t resell it as yours

Preferium

  • Server-side edge rewrite — one optimized response for humans AND AI
  • Fully autonomous: find → fix → deploy → verify → auto-rollback
  • Live at the edge in under a minute, on any platform, no plugin
  • Real citation measurement across all four engines — Claude included
  • Full white-label — resell it under your own brand
Free brand analysis

Is your client’s brand visible to AI right now?

Run a free scan and see any page exactly the way ChatGPT and other AI crawlers see it.

Enter a website — e.g. yourclient.comAnalyze a brand
  • ChatGPT
  • Claude
  • Gemini
  • Perplexity
  • EU data residency & GDPR, with DPA
  • Tamper-evident audit trail
  • Strict per-client isolation
  • Verified deploys, automatic rollback
Trust & security

Live pricing temporarily unavailable

We only publish prices after verifying the complete Edge catalogue.

FAQ

Frequently asked questions

Do my clients need to install a plugin?

No. Each client connects with a single DNS record (a CNAME). We optimize at the Cloudflare edge, so it works on WordPress, Webflow, Framer, Kinsta or a fully custom stack — no plugin, no CMS access required.

What does my client actually see?

Only your brand. Preferium runs white-label — your logo, your colours, your URL. Your clients never see Preferium; they see the agency they hired.

How does billing work between me and my clients?

You connect your own Stripe and define your own packages and prices. Your clients order those packages — subscriptions and credit top-ups — directly inside your branded panel, and every client payment runs on your Stripe. Separately, Preferium bills your agency for the domains and credit units each active package delivers, at the live wholesale rates shown above. You set the client price and keep the margin.

Can clients sign up and order without my help?

Yes. On every plan, your clients can order the packages you have defined — subscriptions and credit top-ups — right inside your branded panel, paid on your Stripe. On Enterprise you also get a branded landing page on your own domain, with pricing, about, contact and signup pages, that presents your packages and registers new clients in minutes. The landing page never charges anyone — checkout always happens inside the panel.

How are domains and credits charged?

They are not included inventory in the Preferium subscription. Every active client package produces recurring wholesale units for its delivered domains and credit bundles. Credit units can also be bought once as top-ups. The current rates and a calculated package example are shown directly above from the live Preferium catalog.

Cloudflare starts blocking AI bots in September. Does that break this?

Not for sites already on Cloudflare — the change sets new defaults for domains onboarded from 15 September 2026, and existing zones keep their settings. For new onboardings the defaults block Training and Agent crawlers on pages that display ads, which catches GPTBot and ClaudeBot while leaving Search crawlers allowed. It is a policy setting your client controls, not something we or anyone else can override from the outside. What we do is make it checkable: we fetch the page as an AI crawler and report what came back, so a crawler being turned away is something you can see and show your client rather than a mystery you argue about. Run the free AI scan on any URL to see the same thing yourself.

Which AI engines do you track?

Six answer surfaces, on every plan: ChatGPT, Claude, Perplexity and Gemini as separate engines, plus Google AI Overviews and AI Mode tracked separately per keyword — they are two different surfaces with different citations, and lumping them together hides which one moved. For each we show who gets cited, share-of-voice against competitors, sentiment, and new or lost mentions over time. Claude is the one most tools skip: the big self-serve suites either leave it out or put it behind an enterprise contract.

How long until a client site is live?

Usually minutes. One DNS change connects a client; our autopilot then detects the site, fills in the brand details, and can optimise every page autonomously.

Is it safe to let it change a live client site?

Yes. We never write to your client's CMS — every change happens at the edge and is reversible per element, so the worst case is always one click away from undone. On top of that, the four elements most likely to hurt if they go wrong — title, meta description, H1 and schema — are re-opened on the live page in a real browser after they ship and rolled back automatically if the page regressed. The remaining element types deploy without that automatic check today; they are still reversible per element, and extending the check to them is on the roadmap.

Is client data isolated and GDPR-ready?

Yes. Each client is its own account with strict data isolation — clients never see each other. Client data is stored in the EU (Frankfurt or Stockholm), and we offer a Data Processing Agreement.

Do you write articles for our clients?

No — and that's deliberate. The market is full of "AI visibility" services that only produce more content. Preferium is the layer underneath: it continuously fixes the technical and structural SEO of the whole site — titles, schema, canonicals, hreflang, health issues, answer blocks — and maintains authority signals over time. We make the content your clients already have crawlable, parseable and citable. A perfect article on a broken foundation is still invisible to AI.

Isn't rewriting HTML at the edge a form of cloaking?

No. Cloaking means showing crawlers different content than humans see, and we do not do that — the content is the same for everyone, and we check it rather than assert it: after a deploy a parity guard re-fetches the live page twice, once as a browser and once as GPTBot, compares the prose we never touch, and alerts an operator if the two ever diverge. On a server-rendered site there is no user-agent branch at all; the optimized response is built once and every visitor gets those same bytes. The one place delivery differs is a JavaScript-only single-page app, where the origin serves an empty shell to anything that cannot run JS. There we pre-render for those crawlers the same page a human sees once the JavaScript has run — same content, reached a different way because the crawler cannot execute the code that produces it. That is dynamic rendering, a pattern Google documents and supports. What makes something cloaking is the content differing; ours does not.

What happens to the optimizations if a client cancels?

Edge-served changes stop being delivered when the service stops — that's true of any edge or snippet product. The difference is you keep the record: every deployed change can be exported as CSV at any time, so nothing is locked in and everything can be re-implemented anywhere.

Does it work for non-English sites?

Yes. Preferium detects each page's language and optimizes in that language, with correct hreflang handling — a Norwegian page gets Norwegian titles and answer blocks, a German page gets German. Citation tracking runs in the client's market and language too.

Why don't you support Wix or Squarespace?

Preferium connects through DNS, and closed builders don't allow the routing our edge needs — the only workaround there is a JavaScript snippet, which AI crawlers don't execute. We only sell installs that actually reach them. Shopify and similar stores pin the domain to their own servers for SSL; a native connector is on our roadmap. Any platform where you control DNS works today: WordPress, Webflow, Framer, Kinsta, or fully custom.

When does partner registration open?

Preferium for agencies is in private preview. Join the waitlist and we'll invite you as a founding partner as we open registration.

Founding partners

Get early access — build your agency on Preferium

Partner registration is opening soon. Join the waitlist and we’ll invite you as a founding partner, with early-access pricing locked in.

No card required. We’ll only email you about your invite.