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2 AI SEO Case Studies: B2C SaaS & Local SEO Agency

2 AI SEO Case Studies: B2C SaaS & Local SEO Agency
Replacing Paid Ads with Organic: 2 AI SEO Case Studies | Arvow

Paid ads turn traffic on instantly, but you rent it from Google and Meta, and it stops the second you stop paying. These two brands replaced a chunk of that paid traffic with organic and LLM SEO, traffic that compounds and does not switch off. Here is the real, in-progress data.

$0
To keep the traffic on
2
Brands, real data
750/mo
SaaS, from ~0
LLMs
Cited in AI answers

Watch the full breakdown of both brands.

The problem with paid ads

Ads are not bad. They are just rented. The moment the budget pauses, the traffic goes to zero, and as more advertisers bid, your cost per click rises and your margins shrink.

Paid ads

  • Instant on, instant off
  • Pay per click, forever
  • Does not compound
  • Margins shrink as CPC rises

Organic + LLM SEO

  • Weeks of front-loaded work
  • Keeps sending traffic for free
  • Compounds over time
  • Margins expand as it grows

Ads rent visibility. Organic and LLM SEO own the real estate.

Two brands, one strategy

Both have been at it for a few months, and this is what the Ahrefs data looks like, growing organic traffic plus early citations across AI engines:

the two brands' Ahrefs profiles
Two Ahrefs dashboards side by side, one for a Danish B2C SaaS growing to 750 monthly visits, one for a local SEO agency, both showing rising organic traffic and ChatGPT citations
Left: a Danish B2C SaaS, 0 to ~750/mo in a year. Right: a local SEO agency, 4 to ~100/mo since January. Both with LLM citations building.
Case Study 1 · B2C SaaS

Events-planning SaaS in Denmark

Starting from almost zero, it reached ~750 monthly organic visitors in a year, nearly 100% from Denmark, in a non-English market with far less competition than the US, plus early citations across ChatGPT and other AI engines. Smaller absolute numbers, but genuinely owned traffic in a market most competitors ignore.

Case Study 2 · Local SEO Agency

A local SEO agency

Started in January, first real results in May, moving from 4 to around 100 organic visits a month on a young profile (DR 30, 228 backlinks). Early days, but the line is now pointing up and to the right, on zero ad spend.

Where this is heading: the LLMs

The same content that ranks on Google is increasingly what gets cited when people ask ChatGPT, Perplexity, Gemini, or read a Google AI Overview.

Both brands are already picking up those citations. As search shifts toward AI answers, content built to match search and prompt intent becomes visibility in two places at once, on the results page and inside the AI answer, without paying for either.

Ownednot rented

The absolute numbers are still early. The point is the model: front-load the work once, then keep the traffic without paying Google or Meta to keep the tap open.

With ads, turn it off and the traffic dies. With this, once it is on, it stays on, and it starts showing up in the AI answers too.

The honest part

This is not an overnight, big-numbers story, and it should not be sold as one. Both sites are a few months in, with modest absolute traffic. Organic is slower to start than ads and needs maintenance. What it buys you is traffic that compounds and does not vanish when you stop paying, in markets and AI surfaces your competitors are ignoring.

Common questions

Can organic search really replace paid ads?

For a meaningful chunk of it, yes. Paid ads stop the moment you stop paying. Organic and LLM SEO take weeks to build but then keep sending traffic without ongoing spend, and the margin improves over time instead of shrinking as CPCs rise.

How long does it take?

Weeks, not instantly. Both brands here needed a couple of months of front-loaded work before results showed. It is slower to start than ads, but it compounds and it does not switch off when the budget pauses.

What is LLM SEO, getting cited in ChatGPT?

As people ask ChatGPT, Perplexity, Gemini, and Google's AI Overviews instead of searching the classic way, being cited in those answers is a new traffic and visibility channel. Content structured for search intent also tends to get picked up as prompt-answer sources.

Rent traffic from ads, or build traffic you own, that also shows up in the AI answers. See how Arvow works.

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