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.
Launching soon. Preferium for agencies is in private preview — partner registration isn’t open yet. Join the waitlist →
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
Traditional SEO tools stop at Google. Preferium is built for how search actually works now — and for reselling it.
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.
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 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.
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.
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.
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.comIllustrative — 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.
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.
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 autopilotOne platform to track, understand and improve how AI talks about every brand you manage.
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 visibilityFind 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 toolsTrack 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 trackingHealth, 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.
Agency, consultant or in-house — Preferium has a workflow built for how you actually work.
Manage every client brand from one portfolio — your brand, your pricing.
Turn AI visibility into a premium, recurring service you own end to end.
Own your brand's narrative across every AI assistant and search engine.
Scale across regions, brands and teams — audit-logged and isolated.
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.
Sample dashboard — illustrative figures and client names, not real data.
Your brand, your Stripe, your prices. The end client never sees Preferium — only the agency they hired.
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.
Create your own plans and top-ups, set your own prices, and package the platform exactly how your market wants to buy.
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.
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.
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.
The AI-crawler era starts — raw HTML becomes the product.
Answers move above position one for everyday queries.
A second, conversational Google surface with its own citations.
Paid visibility enters assistant responses on commercial topics.
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.
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.
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.
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.
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.
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.
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.
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.
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 brandWe only publish prices after verifying the complete Edge catalogue.
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.
Only your brand. Preferium runs white-label — your logo, your colours, your URL. Your clients never see Preferium; they see the agency they hired.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Preferium for agencies is in private preview. Join the waitlist and we'll invite you as a founding partner as we open registration.
Partner registration is opening soon. Join the waitlist and we’ll invite you as a founding partner, with early-access pricing locked in.
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