The discovery layer the internet forgot to build.
The single doorway to 52,417 verified tools, services, and resources — curated, ranked, and trusted by 1.2 million professionals since 2014.
The Weekly Shortlist · Preview
This week's vetted picks, ranked and ready.
Four tools that passed our 47-point editorial review in the last 14 days. The full shortlist — and ten more like them — arrives in your inbox every Tuesday morning.
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CRM · Operations
Attio
A relation-first CRM that finally makes pipeline review feel like reading a well-edited dossier. Onboarded our analyst team in an afternoon.
Editor's Pick -
Scheduling · Prosumer
Cal.com
Open-source scheduling that treats your calendar like a public-facing product, not a private diary. The routing logic alone justified the migration.
New This Week -
Analytics · B2B SaaS
PostHog
Product analytics without the surveillance-economy footnotes. The session replay feature has replaced three point tools on our research desk.
Re-verified -
Knowledge Base · Internal
Tana
A genuinely new take on the outliner — supertags turn prose into queryable objects. We replaced a Notion workspace and didn't look back.
Re-verified
Trusted by 3,800+ B2B companies · 1.2M monthly readers
Featured in Forbes The Verge Wired Hacker News Webby Award, 2022 & 2024
Methodology · Chapter 01
How a listing earns its place.
A directory is only as useful as the rigor behind its rankings. Four rules govern every one of the 52,417 tools in our index — and they govern what we refuse to publish.
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01
47-point editorial review
Every submission is read by a human analyst and scored across forty-seven discrete criteria — from documentation quality and accessibility posture to pricing transparency and the historical reliability of the founding team. We reject 62% of what arrives in our inbox. A listing only goes live when it has earned it.
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02
Re-verified every 14 days
We are the only major portal with a published freshness SLA. One hundred percent of live listings are re-checked within a fourteen-day window — pricing, status pages, changelog, security disclosures — and the audit log is public. Stale directory data is the reason we exist.
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03
Zero sponsored placements in rankings
Vendor spend never moves a Dreyfus Trust Score. Paid slots are clearly badged in a separate rail, audited annually by BDO, and never appear inside editorial lists. Our rankings read like a research report because they are written like one.
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04
Ranked by the Dreyfus Trust Score
Our proprietary 0–100 credibility index is used by 1.2M monthly readers and cited in 380+ third-party research reports, including Gartner Magic Quadrants and the G2 Winter and Summer Grid®. It is an editorial instrument, not a star-rating gimmick.
By the Numbers · The reach, in plain figures
A research desk with a circulation.
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1.2M+
Monthly active readers across 142 countries
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52,417
Tools, services, and resources indexed as of Q1 2025
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218,000
Newsletter subscribers · 34% open rate (industry avg. 21%)
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14days
Published re-verification SLA · 100% of listings audited
Chapter 02 · The Index
The Dreyfus Trust Score, in plain language.
When a visitor sees a 94 next to a tool, they deserve to know what that number means and — more importantly — who computed it. The Dreyfus Trust Score is our proprietary 0–100 credibility index, named for the analyst who drafted its first rubric in 2015. It is not a sentiment score and it is not a popularity contest. It is an editorial measurement, produced by the same team that writes every review on this site.
A score is composed of four weighted bands: Foundational credibility (25 points) covers corporate standing, security posture, and the verifiable track record of the founders. Product maturity (30 points) reads the actual software — documentation quality, API design, accessibility, and the absence of dark-pattern UX. Market signal (25 points) weighs adoption, retention proxies, third-party validation, and the absence of unresolved public disputes. Editorial standing (20 points) is the most subjective band — how a tool behaves under sustained use by our own analysts and the readers who report back.
No single criterion can lift a tool above 70. A 90 or higher requires that all four bands hold their weight over a full quarter of use. Listings below 60 are not published; listings that drop below 60 between re-verification cycles are pulled within 48 hours and re-opened only after a fresh review. The score, the rubric, and the audit log are all public — a directory that hides its math is just an opinion page.
