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How we score and verify AI directories

Every directory on this site gets a score, a tier, a link type and a set of dated metrics. This page explains where each part comes from, what we do when we cannot confirm something, and how to ask for a correction.

The score

Each directory gets a 0 to 100 priority score. It is built from six parts, minus penalties. The parts are weighted toward whether a listing actually reaches people, not just whether the domain is famous.

Score components
ComponentPointsWhat it measures
Audience25Real monthly organic visitors from Ahrefs, log-scaled so a small, busy directory is not buried by a giant one.
Authority15Domain Rating, again log-friendly, as a proxy for how established the domain is.
AI visibility15How often the directory is cited as a source in AI answers (ChatGPT, Perplexity, Gemini, Copilot and Google AI).
Link value15Whether a listing passes a followed link, and how confident we are in that.
Relevance15How well the directory fits founders submitting an AI tool or SaaS product.
Cost and access15How cheap and how easy it is to get listed, including free options and no-login forms.

Penalties subtract for a niche restriction, a non-English site, or high authority with no measurable audience. A directory with a big domain but no real visitors scores lower than a smaller, busier one.

The tiers

  • A · Top pick (78) – score 72 and above.
  • B · Strong option (129) – 56 to 71.
  • C · Worth a look (135) – 42 to 55.
  • D · Low priority (133) – below 42.

How the link type is verified

"Link type" says whether a listing passes a followed link. It is not a promise and it is not sales copy: it is a neutral fact with the way we know it next to it. We use four levels of evidence:

  • Confirmed – we opened real listing pages and read the rel on the "Visit website" link, checked Ahrefs' outbound anchor data, or read the site's own listing terms.
  • Stated by the site – the directory says it itself, for example that only paid listings are followed.
  • Likely – inferred from how the site links out across thousands of listings. This is the weakest signal and is labelled as such.
  • Not a direct link – listings go through a redirect or an internal /go/ link, so a listing passes no direct link value.

Pricing confidence

Every price note carries a confidence label. "Known platform model" and "stated on the site" are the strongest. Where a price was read from a page we mark it high, medium or low depending on whether we could see it directly or inferred it. If a price only appears after sign-in, or is quoted from a third party, the label says so. When there is no published price, we write "Price not published" instead of guessing.

What AI citations measure

AI citations count how often a directory is quoted as a source in AI answers, split across ChatGPT, Perplexity, Google AI Overviews and AI Mode, Gemini and Copilot. A high number means a listing there has a better chance of surfacing when someone asks an AI assistant for tools. In banded display mode we show the totals as ranges, not exact figures.

The flags

Some directories carry a warning flag: no measurable organic traffic, high authority but almost no visitors, a large outbound link volume that dilutes each link, or a site that blocks automated checks. Flags are facts about the directory, not a verdict, and they are shown on the listing page.

Sources and date

Traffic, referring domains, ranking keywords and AI-citation data come from Ahrefs, pulled 8 Oct 2026 in subdomains mode. Types, categories, pricing, submission steps, forms and social profiles were checked by hand and with a crawler around the same time. Every row shows the date it was last verified.

Unknown values stay blank

If we cannot confirm a price, a traffic figure or a score, we leave a dash. A dash is more useful to you than a guess, and it is the one rule we do not bend.

Request a correction

Spotted something out of date on a listing? Use the correction form or the "Report an issue" link on any listing. Tell us the field and the correct value with a source, and we will recheck the directory and update its date. You can also email contact@aidirectories.io.