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Visible Factors

Data-Driven Marketing Agency

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T19:44:27.459Z. Cached copy · Source on visiblefactors.com

# Visible Factors

> Data-Driven Marketing Agency

> Generated by All in One SEO Pro v5.0.3, this is an llms.txt file, used by LLMs to index the site.

## Sitemaps

- [XML Sitemap](https://visiblefactors.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Why MER and ROAS both lie to you in opposite directions](https://visiblefactors.com/why-mer-and-roas-both-lie-to-you-in-opposite-directions/): If your business is making paid media decisions on Marketing Efficiency Ratio without running incrementality tests, you’ve replaced one broken measurement system with a better-looking one. You haven’t fixed the problem. Most DTC operators made the right move in the last two years. In-platform ROAS got harder to defend after iOS 14. Attribution windows started
- [Answer Engine Optimization (AEO) vs SEO: What Changed?](https://visiblefactors.com/answer-engine-optimization-aeo-vs-seo-what-changed/): There's a version of the AEO conversation happening where Answer Engine Optimization is a new discipline, and the old SEO playbook is dead. The data isn't supporting that framing and I’m not buying in on that discussion.
- [When The Buyer Is An Agent: What Happens To Ecommerce Paid Media](https://visiblefactors.com/when-the-buyer-is-an-agent-what-happens-to-ecommerce-paid-media/): A growing share of your customers are no longer shopping. They are delegating. Instead of searching, scrolling, and clicking their way to checkout, they tell an AI agent what they want and let it do the comparing and the buying. For an ecommerce leader, this is the most important behavioral shift since the move to
- [Most 'E-E-A-T audits' miss what really matters](https://visiblefactors.com/most-e-e-a-t-audits-miss-what-really-matters/): E-E-A-T has been misused or treated as an afterthought for most of its life in SEO, and now the same thing is happening in AEO. The root of it is a misunderstanding that shows up in nearly every audit. People treat E-E-A-T as a set of ranking factors you can check off, when it isn’t
- [Ecommerce SEO Strategy: How to Win Traffic in AI Search](https://visiblefactors.com/ecommerce-seo-strategy-ai-search-traffic/): AI Overviews are most of the reason your informational blog content is losing traffic while your product and category pages are mostly untouched. Your ecommerce SEO strategy needs to account for this now. AI is answering the questions at the top of the funnel and we are living in a zero-click world where most searches
- [Google Ads Bid Strategy: Target ROAS vs Maximize Conversions](https://visiblefactors.com/google-ads-bid-strategy-target-roas-vs-maximize-conversions/): Assuming you run Google Ads, you already know that when setting up campaigns, you have to decide how the account bids, and the choice between Target ROAS, Maximize Conversions, and manual bidding is not always clear cut. The right Google Ads bid strategy depends on how much clean conversion data your account has and whether
- [How to set a calibr
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