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Scholar Toolbox — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Education →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
actonscholars.org ↗	69 match 1 shared topics	Acton Scholars	en	education WordPress	robots llmsaihumans	emailphone	none
accessecon.com ↗	67 match 1 shared topics	Scholarly Web-portal	en	education	robotsllmsaihumans	emailphone	none
africanglobalscholars.com ↗	66 match 1 shared topics	African Global Scholars	en	education	robotsllmsaihumans	emailphone	none
africanglobalscholar.org ↗	66 match 1 shared topics	African Global Scholars	en	education	robotsllmsaihumans	emailphone	none
joncbeck.com ↗	66 match 1 shared topics	Jonathan C. Beck – Passionate about equality, democracy, and education	en	education WordPress	robotsllmsaihumans	emailphone	none
aitesting.info ↗	66 match 1 shared topics	Scholastic Success	en	education	robotsllmsaihumans	emailphone	none
swag4agirl.com ↗	65 match 1 shared topics	Scholars With Athletic Goals	en	education	robotsllmsaihumans	emailphone	none
dembe.app ↗	65 match 1 shared topics	Dembe \| Ask anything with Scholar boost	en	education	robotsllmsaihumans	emailphone	partial · 8
ncroce.com ↗	64 match 1 shared topics	Nicholas Croce	en	education	robotsllmsaihumans	emailphone	none
johncorvino.com ↗	64 match 1 shared topics	Home - John Corvino	en	education WordPress	robotsllmsaihumans	emailphone	none
ndkwiek.com ↗	64 match 1 shared topics	Nicholas Kwiek	en	education WordPress	robotsllmsaihumans	emailphone	none
csesd.net ↗	64 match 1 shared topics	CSE x SD Toolkit	en	education	robotsllmsaihumans	emailphone	none
saquafishura.com ↗	64 match 1 shared topics	SAQUAFI SCHOLARS COUNCIL \| Elite Alumni	en	education	robotsllmsaihumans	emailphone	none
csscheduling.org ↗	64 match 1 shared topics	Chicago Scholars - Event Scheduling Site	en	education	robotsllmsaihumans	emailphone	none
ahmadfreetools.com ↗	64 match 1 shared topics	Ahmad Free Tools	en	education WordPress WooCommerce	robots llmsaihumans	emailphone	partial · 8
ahssusa.org ↗	64 match 1 shared topics	AHSS USA \| African Heritage Scholars Society	en	education Squarespace Magento	robotsllmsaihumans	emailphone	none
academicpreservationtrust.com ↗	64 match 1 shared topics	Preserving the Scholarly and Cultural Record - APTrust	en	education WordPress	robotsllmsaihumans	emailphone	none
academicpreservationtrust.org ↗	64 match 1 shared topics	Preserving the Scholarly and Cultural Record - APTrust	en	education WordPress	robotsllmsaihumans	emailphone	none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
same category whether they sit in the same business / industry category.
content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.