The invoice is the smallest part. The demand a competitor takes while your budget goes elsewhere is larger, and the cleanup after a spam update is larger still. ProPricer cut $244,000 a year of recurring waste once an audit named it.
| Cost | Visible on an invoice |
|---|---|
| Spend on tactics that no longer work | Yes |
| Demand a competitor captures meanwhile | No |
| Recovery after a penalty or spam update | Only afterwards |
Most companies find the second line dwarfs the first, and it is the one nobody budgets for.
Each of these is answerable in an afternoon by someone with access to your invoices and your site.
On sites that exist in order to sell them.
Word count and keyword density rather than whether it answers anything.
Speculative location pages with no real presence behind them.
Whether assistants can fetch your pages at all.
This is the arithmetic we run in an audit. It is deliberately simple, because a precise wrong answer is worse than a rough right one.
| Line | How to calculate it |
|---|---|
| Direct waste | Monthly spend on anything failing the four tests, times twelve |
| Opportunity cost | A quarter of missed demand at your current cost per acquisition |
| Recovery exposure | Three months of fees plus forgone revenue, if a filter catches you |
ProPricer removed $244,000 a year from the first line alone. The second is usually larger and never appears in a budget review.
This is not run by a black box of tools. It is a team of Growth Architects who plan, build and optimize it, using AI where it accelerates the work and human judgment where it actually matters. Different specialists, one accountable team.
Meet the team →
Michael · Engineering Lead
Amal · Automation Architect
Bryn · Solutions Engineer
If we can't increase your revenue by the 6 month mark, our team works for free until we do.
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Three ways, and only the first appears on an invoice. Direct spend on tactics that no longer work, such as link buying, thin location pages and keyword stuffed content. Opportunity cost, which is the demand a competitor captures while your budget goes elsewhere. And recovery cost, which is the cleanup after a penalty or a spam update, usually the largest of the three because it takes quarters rather than weeks. ProPricer cut $244,000 a year of recurring waste once the audit named it.
Own the surfaces you control rather than renting placement. Company and vendor pages take roughly 60% of citations on commercial queries against about 26% for third party listicles, so an answer page you own outperforms a placement you bought. Earned mentions of your company by name correlate 0.664 with AI visibility while backlinks correlate 0.218. None of that can be penalized, because none of it is a manipulation.
Four tests. Are you buying links or placements on sites that exist to sell them. Is your content measured on word count or keyword density rather than on whether it answers a question. Do you have location pages for cities you have no presence in. Is anyone checking whether AI assistants can retrieve your site at all. A yes to any of the first three is spend at risk; a no to the fourth means you are not measuring the channel that is growing.
It specifically targeted mass generated content, and the pattern in what survived is the useful part: full automation pipelines were filtered hardest while sites layering AI onto a human workflow held up. The practical reading is that AI in the process is fine and AI as the entire process is a liability. If a page could have been produced without anyone who knows the business reading it, it is exposed.
It is the least effective and among the riskier ones. Page count explains 73% of AI crawl variation but correlates only 0.17 with AI visibility, so volume buys attention from crawlers and almost nothing from answers. It also raises your exposure to spam filtering, because volume produced fast is exactly the signature those updates look for. Fewer pages that each carry something only you can say is both safer and more effective.
Add three numbers. What you spend monthly on tactics that fail the tests above. What a quarter of lost demand is worth at your current cost per acquisition. What three months of recovery would cost in fees and forgone revenue. Most companies find the second number dwarfs the first. See how to rank in AI search for where that budget moves instead.
Book a free 15 minute session. We will look at where your search budget is going and name the line most likely to be waste.
