Insights & opportunities

Classes that need educators

These topics currently have a high search volume but few class listings for certain ages, days, and times on Outschool.

Updated bi-weekly

Families are looking for these classes but can’t find them listed on Outschool. If these topics match your expertise, you have the opportunity to fill some of these gaps and gain more enrollments.

Remember: this is not a comprehensive list of topics searched or taught on Outschool. These are search terms that currently have high demand but a low supply of classes for specific ages, days, and times. You’ll see these topics frequently change as families’ needs and interests change.

How to interpret table data

Here’s an example of how to interpret this data. Say we see this on the age group table below:

Search TermAges 3-7Ages 8-10Ages 11-13Ages 14-18
art63%51%32%16%

In this example, we see that 63% of the time, people searching for “art” narrowed their search by also selecting classes for ages in the 3-7 range. In contrast, people only searched for ages 14-18 along with the term “art” 16% of the time. So, we can gather that more people are looking for art classes for younger learners. Since people can select multiple ages, days, or times when they search on Outschool, these percentages will not add up to 100%.

November 23, 2022

Insights by age group

Search TermAges 3-7Ages 8-10Ages 11-13Ages 14-18
Jan 202340%45%36%18%
pre-k70%39%5%3%
cooking & baking27%47%50%20%
autism37%45%36%20%
photography20%36%42%39%
animation8%38%59%33%
esl74%43%12%10%
sewing24%53%51%26%
speech50%43%27%18%
roblox coding31%58%39%14%
camp30%49%43%11%
iew23%56%58%26%
video games12%46%61%14%
latin19%52%47%25%
physics8%28%54%51%
zumba66%34%17%0%
digital art15%33%56%29%
elementary25%75%31%0%
full curriculum48%47%30%25%
essay7%41%59%41%
etiquette40%54%37%11%
video editing27%46%58%23%
drama32%37%50%29%
robotics23%56%41%15%
homeschool51%57%33%14%
dnd18%36%73%35%
table manners58%42%25%0%
graphic design10%31%57%48%
veterinary21%42%32%26%
drawing anime35%50%54%19%
programming15%53%55%23%
arabic61%46%19%13%
engineering31%43%43%29%
psychology10%22%47%80%
unity16%23%67%26%
star wars33%47%37%21%
gaming club50%100%0%50%
poetry22%50%36%28%
finance20%62%42%29%
russian34%47%47%21%
circle time98%20%9%2%
babysitting13%57%78%13%
blender3%31%71%23%
orchard academy64%46%32%18%
horse12%35%62%26%
afterschool67%33%0%0%
study skills8%21%72%54%
hebrew21%47%38%18%
winter camp40%45%33%20%
makeup7%34%69%31%
flute24%52%52%18%
vet27%54%41%17%
music theory30%39%30%30%
us history14%29%50%45%
soccer41%54%43%8%
knitting30%58%58%24%
drums35%59%38%11%
cantonese83%8%17%17%
interior design13%38%51%41%
native american51%64%10%5%
time management10%45%50%40%
tutor45%35%32%16%
photoshop13%25%50%56%
sports16%56%47%22%
wordly wise27%73%24%9%
mindfulness21%45%38%21%
lgbtq13%28%53%38%
greek36%50%46%25%
drum45%55%45%7%
art history19%44%44%44%
abacus100%29%14%0%
hindi56%33%11%15%
piano lessons44%38%31%31%
basketball43%68%50%18%
cosplay0%6%67%39%
bookclub35%69%23%12%
calculus7%21%29%64%
adhd club33%100%67%0%
calligraphy17%43%52%17%
martial arts33%56%26%7%
holiday39%48%35%4%
health17%29%42%29%
clubs22%44%56%0%
film14%29%48%62%
investing9%36%45%45%
special education60%27%47%13%
law12%12%58%46%
dog training18%73%59%27%
cello25%60%55%15%
executive functioning13%52%39%35%
acrylic painting36%45%50%27%
comics33%62%33%0%
excel33%27%47%47%
7th grade math0%5%95%32%
middle school science19%23%88%31%
impulse control45%40%20%5%
editing24%35%47%29%
club19%38%43%33%
computer science7%43%14%57%
statistics0%0%26%89%

Insights by day

Search termMon-FriSat-Sun
Jan 202385%55%
pre-k100%2%
cooking & baking92%49%
autism89%56%
photography89%47%
animation83%55%
esl87%75%
sewing90%71%
speech88%62%
roblox coding75%54%
camp96%57%
iew98%55%
video games82%65%
latin96%48%
physics93%43%
zumba89%72%
digital art88%73%
elementary100%3%
full curriculum80%50%
essay95%59%
etiquette92%58%
video editing79%68%
drama95%53%
robotics83%52%
homeschool100%41%
dnd79%61%
table manners100%67%
graphic design95%58%
veterinary100%50%
drawing anime100%54%
programming94%55%
arabic80%87%
engineering96%62%
psychology100%35%
unity88%50%
star wars95%45%
gaming club100%0%
poetry78%89%
finance78%61%
russian93%47%
circle time89%63%
babysitting94%71%
blender90%30%
orchard academy95%42%
horse100%25%
afterschool91%41%
study skills89%58%
hebrew84%42%
winter camp100%44%
makeup90%67%
flute88%59%
vet85%70%
music theory67%67%
us history100%36%
soccer100%53%
knitting100%80%
drums100%27%
cantonese77%46%
interior design93%64%
native american83%67%
time management87%57%
tutor83%100%
photoshop91%55%
sports95%79%
wordly wise71%71%
mindfulness75%69%
lgbtq100%0%
greek91%82%
drum90%40%
art history73%73%
abacus91%55%
hindi86%57%
piano lessons86%61%
basketball78%44%
cosplay100%22%
bookclub100%86%
calculus93%27%
adhd club90%50%
calligraphy100%38%
martial arts93%89%
holiday92%67%
health89%78%
clubs92%33%
film100%55%
investing100%67%
special education100%67%
law100%50%
dog training67%92%
cello100%91%
executive functioning89%67%
acrylic painting77%85%
comics86%57%
excel100%90%
7th grade math100%38%
middle school science83%58%
impulse control100%44%
editing86%57%
club82%64%
computer science100%67%
statistics100%50%

Insights by time (CT – Central Time Zone)

Search term12am-7am7am-12pm12pm-7pm7pm-12am
Jan 202311%58%92%74%
pre-k0%100%100%100%
cooking & baking3%62%97%83%
autism12%65%93%71%
photography11%77%95%79%
animation5%53%92%89%
esl12%48%72%84%
sewing8%83%100%95%
speech5%71%88%81%
roblox coding0%47%85%85%
camp0%77%94%90%
iew5%80%100%80%
video games10%65%94%87%
latin6%62%87%81%
physics13%66%87%74%
zumba5%52%81%100%
digital art0%74%96%93%
elementary1%3%100%100%
full curriculum9%91%95%59%
essay5%61%95%84%
etiquette0%82%100%73%
video editing14%71%100%71%
drama5%65%95%80%
robotics13%56%94%81%
homeschool9%72%91%44%
dnd6%56%94%88%
table manners0%67%100%100%
graphic design8%77%100%77%
veterinary0%43%100%86%
drawing anime7%43%79%79%
programming14%66%93%72%
arabic19%63%88%75%
engineering13%71%92%92%
psychology6%65%94%76%
unity29%57%100%86%
star wars14%64%100%82%
gaming club94%98%100%100%
poetry7%70%89%93%
finance4%52%84%88%
russian18%59%88%82%
circle time4%83%83%70%
babysitting58%91%98%95%
blender15%62%92%54%
orchard academy7%53%73%80%
horse8%75%83%75%
afterschool0%0%100%100%
study skills0%56%81%75%
hebrew24%82%88%76%
winter camp11%67%72%89%
makeup14%86%93%71%
flute5%37%95%100%
vet11%78%94%89%
music theory6%88%100%81%
us history17%83%100%58%
soccer0%55%100%85%
knitting0%81%100%88%
drums6%50%94%88%
cantonese0%40%60%100%
interior design0%87%93%100%
native american4%74%96%67%
time management9%74%96%96%
tutor19%57%86%81%
photoshop25%63%75%100%
sports0%64%100%64%
wordly wise0%44%89%94%
mindfulness13%81%100%81%
lgbtq7%87%93%93%
greek0%62%92%92%
drum7%47%93%93%
art history23%77%100%100%
abacus91%100%100%100%
hindi0%63%88%88%
piano lessons0%57%71%79%
basketball0%83%100%83%
cosplay0%67%100%100%
bookclub10%55%100%95%
calculus0%38%88%63%
adhd club0%100%100%100%
calligraphy0%44%81%69%
martial arts0%60%100%80%
holiday7%73%100%87%
health0%59%100%88%
clubs0%0%50%100%
film0%78%100%56%
investing17%100%100%67%
special education9%64%91%64%
law10%60%90%90%
dog training9%91%100%91%
cello0%62%92%77%
executive functioning8%85%100%92%
acrylic painting0%71%100%93%
comics0%70%70%90%
excel0%50%83%83%
7th grade math7%40%93%67%
middle school science7%57%93%93%
impulse control40%80%60%80%
editing0%57%100%100%
club0%67%83%83%
computer science0%60%100%80%
statistics22%89%100%67%

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