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Sparrows: Educator Led, Student Driven — 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
barbara-bingham.com ↗	69 match 2 shared topics	Barbara Bingham \| educator \| student \| leader	en	education WordPress	robotsllmsaihumans	emailphone	none
usepivotpl.com ↗	66 match 2 shared topics	School Student Surveys \| Pivot	en	education Wix	robots llmsaihumans	emailphone	none
azherhossain.com ↗	66 match 2 shared topics	A K M Azher Hossain - A Renowned Educator	en	education WordPress	robots llmsaihumans	emailphone	none
acesantaclara.com ↗	65 match 2 shared topics	ACE - Association of County Educators	en	education WordPress	robotsllmsaihumans	emailphone	none
csiepub.org ↗	65 match 2 shared topics	Case Studies in International Education	en	education	robotsllmsaihumans	emailphone	none
swotifyplus.com ↗	65 match 2 shared topics	SWOTIFY+ — Institutional Student Growth Infrastructure	en	education	robotsllmsaihumans	email phone	none
urbaneducoach.com ↗	65 match 2 shared topics	Urban EDU Coach – Professional Development For Educators	en	education WordPress WooCommerce	robotsllmsaihumans	email phone	none
sweetwaterteachers.com ↗	65 match 2 shared topics	Sweetwater Education Association	en	education	robotsllmsaihumans	emailphone	none
shaw-education.org.uk ↗	64 match 2 shared topics	Shaw Education Trust	GB en	education	robotsllmsaihumans	emailphone	none
curbsmart.net ↗	64 match 2 shared topics	School Dismissal Management Software \| CurbSmart	en	education WordPress	robotsllmsaihumans	emailphone	none
saltoinclusion.com ↗	64 match 2 shared topics	SALTO Inclusion Education	en	education WordPress	robotsllmsaihumans	emailphone	none
hastecharity.co.uk ↗	64 match 2 shared topics	Help African Schools To Educate	GB en	education WordPress	robotsllmsaihumans	emailphone	none
sussmaneducation.com ↗	64 match 2 shared topics	Sussman Education	en	education WordPress	robotsllmsaihumans	emailphone	none
123deliveries.com ↗	64 match 2 shared topics	Pupil Project – Helping educators educate	en	education WordPress	robotsllmsaihumans	emailphone	none
acorn4biz.com ↗	64 match 2 shared topics	Pupil Project – Helping educators educate	en	education WordPress	robotsllmsaihumans	emailphone	none
josevilson.com ↗	64 match 2 shared topics	The Jose Vilson \| Educator, Author, and Sociologist	en	education WordPress WooCommerce	robotsllmsaihumans	emailphone	none
abkglobaleducation.com ↗	64 match 2 shared topics	Abk Global Education	en	education	robotsllmsaihumans	email phone	none
achieve-via.com ↗	64 match 2 shared topics	Achieve-via Education	en	education	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.