Automate your SEO. Then find out if it worked.
Content Caliber researches, writes and publishes articles straight into your CMS — then reads your Search Console to prove which ones actually brought customers in, and writes the next one from what worked.
Publishes to WordPress, Shopify, Webflow, Ghost, HubSpot, Wix, Contentful, Sanity, Storyblok, Payload — or any webhook. Measures with your Google Search Console.
Software you connect once — not an agency. The waitlist gets founding-member pricing when we launch. One email when your spot opens. Privacy
How it works
Publishing is the easy part.
Every tool in this category writes an article and pushes it to your CMS. Almost none of them ever find out what it earned you — and the ones that watch only tell you when a page drops. Content Caliber works out the lift each article actually caused, then writes the next one from that.
Find what people search for
What your customers actually type into Google, what your competitors already show up for, and what your own site is closest to winning.
Write the page that answers it
Researched, written, fact-checked line by line and linked to pages you already have. Every article is quality-gated before it goes near your site — anything that fails is flagged to you, not published.
Put it live on your site
Straight into WordPress, Shopify, Webflow, Ghost and seven more. Or we hand it to you and you post it yourself. Your call.
Find out if it worked
We read your Search Console and filter out algorithm updates and seasonality, so you see the lift this one article actually caused — plus whether Google's AI answer cited it.
Do more of what worked
Pages that brought people in set the pattern for the next one. Article twelve is written by a system that watched what happened to your first eleven.
Lift, not alarms
Other tools tell you a page slipped. That's a threshold on a chart. We work out what the article caused — the same way a trial separates the drug from the placebo — so a Google update or a slow season can't be sold to you as a win or a failure.
It learns your site, not your industry
The model is trained on your results, not an industry average. A brand-new site and an established authority site get different strategies, because they've earned different things — never boilerplate.
One number, not a meter
No credits to top up, no per-article billing, no per-keyword charge, no paying extra for the seat that reviews the work. One flat monthly subscription — which is not how most of this category is sold.
It checks the AI answer, not a made-up score
For every search we work on we record whether Google showed an AI answer and whether your page was one of the sources it quoted — something that can actually be verified, not an invented visibility number for private ChatGPT conversations nobody can see.
How we're different
Everyone does the first half.
Keyword research and drafting are solved — a dozen tools do them well, and several publish for you too. The category stops at the same place: nobody finds out what the article you just published actually earned you.
Draft optimizers
Surfer · MarketMuseAuto-publishers
SEObot · Koala · Byword · FraseContent Caliber
this oneHollow means partly. Several tools will tell you a page slipped — that's a threshold on a chart, and it can't separate your article from a Google update or a slow season. Measuring what the article caused is a different question, and it's the one that decides what gets written next.
Who it's for
Drive it yourself, or forget it exists.
Two ways in, same engine. It learns your site specifically — a dental practice, a plumbing company, a SaaS product — so it never needs to know your industry in advance.
Owners & founders
No SEO knowledge, no time, no dashboard to babysit. Connect your site, approve a plan once, and it researches, writes and publishes on a schedule. It only interrupts you when something needs a human. SEO you can genuinely walk away from.
Get my site in →White-label SEO software for agencies
The full machine across every client site, hard-isolated: no client's content, keywords, briefs or reporting is ever visible to another. Review queues, per-site learning, and reporting you can hand a client: here is the article, here is the lift it caused. Your whole client roster, one login.
See how it works for agencies →Questions
Straight answers.
What is Content Caliber?
Content Caliber is software that takes SEO off your hands. You connect your site once; it researches keywords, writes the article, publishes it straight to your CMS, then measures what that article actually changed — where it ranks and whether AI answers cite it — and feeds that back so the next one is better targeted. Built for owners who want to walk away from SEO, and for agencies running many client sites.
Isn't AI content garbage — and won't Google penalize it?
Google doesn't punish AI content. It punishes unhelpful content, and that difference is the whole product. Every article is researched, fact-checked and linked into your existing pages before it goes near your site; anything that fails the quality check gets flagged to you instead of published. And because we measure what each article actually earned once it's live, after a few rounds it isn't writing generic pieces about your line of work — it's writing the kind of page that has already worked on your site.
Does Content Caliber track whether my content gets cited in AI Overviews and ChatGPT?
Yes, for Google's AI answers — it records whether Google showed one for each search it works on and whether your page was among the sources quoted, alongside the other answer boxes that take clicks off the page. It does not sell an invented "AI visibility" score for private ChatGPT conversations; nobody can see those.
Which CMS platforms does Content Caliber publish to?
Content Caliber posts directly to eleven places: WordPress, Shopify, Webflow, Ghost, Contentful, Sanity, Storyblok, HubSpot, Wix, Payload, and a generic connection for any custom or hand-built site. If your site isn't on that list, or you'd rather post it yourself, you can skip publishing entirely and we hand you the finished article.
How much does Content Caliber cost?
Pricing is not final yet. Content Caliber is a flat monthly subscription — you are never billed per article, per keyword or per action, and there are no credits to top up. The plans and their prices are announced at launch, and everyone on the waitlist gets founding-member pricing.
Early access
Get in before the first wave closes.
We're opening a small number of sites at a time so every one gets watched properly. Join now and founding-member pricing is yours at launch — whichever wave you land in.
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