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News · What AI Sees

Before you pay for more content, find out why AI leaves you out

When a competitor appears in an AI recommendation and your company doesn’t, “we need more content” is an understandable response. It’s also a spending decision made before you know what needs fixing.

· Switzerland

Your service pages might be difficult to access. Important information might be missing from the version a crawler receives. Or the website might work well, while the public sources checked contain very little evidence about your business. Each finding calls for different work.

In one of our recent audits, the sampled website scored 100 for technical readiness and 100 for content structure. The authority assessment found none of the evidence counted in its selected external sources.

The distinction matters. The technical checks found no reach or read problem. The content score assessed structure, including headings, dates, and duplicate pages. It did not establish that the writing was persuasive or that AI recommended the company. The authority result described a limited external footprint in the sources assessed, rather than the company’s overall reputation.

For the business, the useful insight was where to investigate next. Rewriting a technically readable website would not, by itself, address that external evidence gap.

A useful GEO report should help you decide what to spend money on next - and why.

That requires more than a grade. You need the affected pages, the evidence behind each finding, the limits of the test, and a clear explanation of what deserves attention. Where AI recommendations are the concern, readiness findings also need to be distinguished from tests of actual AI answers.

Otherwise, it is easy to improve something measurable while leaving the commercial question unanswered: are you being considered when someone asks for what you offer?

Before approving another content budget, ask whether the proposed work addresses an observed gap. If nobody can name that gap or show the evidence, the strategy is still a guess.

Request a GEO report from The Million Token Window. Send us your website URL and the service or product you want customers to find you for.