What signals make an AI engine trust a new SaaS?
AI engines have not published their trust criteria, but the signals that plausibly matter are consistent facts across sources, independent third-party mentions, a clear and crawlable website, and real usage evidence such as reviews. LinkPing has not tested which of these move citations; as of 2026-10-20 it tracks 410 directories (53% verified) where consistent facts can be established.
Updated Markdown version
| Signal | What to do |
|---|---|
| Consistent entity facts | Same name, URL, description and pricing in every listing |
| Independent mentions | Listings, reviews, articles by others |
| Crawlable site | Server-rendered HTML, sitemap, no blocking in robots.txt |
| Clear ownership | About page, contact details, company name, policies |
| Evidence | Customer reviews, case studies with names and numbers |
| Freshness | Dated updates, working links, current pricing |
Treat this list as informed best practice. The effect size of each item is unknown, and what works for one assistant may not work for another.
LinkPing is measuring this; results will be published in the monthly Directory Index at /data.
Related directories
Related questions
- How do I get my product recommended by ChatGPT?
- Why do AI answers cite directories and listicles?
- What is GEO and how is it different from SEO and AEO?
Source: LinkPing directory library snapshot 2026-10-20. Figures update when the snapshot is refreshed.
Frequently asked questions
How long does it take to be trusted?
No timeline is documented; build independent mentions steadily rather than all at once.
Do backlinks matter for AI trust?
They help sites get found and ranked in search, which AI search often uses. Direct effect is unmeasured.