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%.

September 30, 2022

Insights by age group

Search termAges 3-7Ages 8-10Ages 11-13Ages 14-18
entrepreneur31%55%43%19%
autism44%31%28%22%
piano50%47%31%9%
acting25%43%45%23%
book club38%57%41%13%
sketching25%57%47%15%
hispanic35%44%25%19%
esl71%39%18%10%
cooking & baking27%46%46%19%
youtube24%58%37%18%
table manners40%30%40%10%
sewing27%52%43%25%
python13%56%51%21%
preschool97%10%8%6%
montessori89%21%11%5%
korean45%43%31%19%
zumba55%45%25%20%
gaming club15%8%46%54%
afterschool57%7%29%7%
iew20%61%61%25%
roblox coding26%55%45%11%
singapore math57%64%22%3%
etiquette44%56%35%13%
crochet17%38%57%19%
drama23%40%43%17%
babysitting3%23%77%23%
drawing anime20%36%36%24%
veterinary4%27%35%54%
robotics30%58%45%13%
italian41%44%38%23%
architecture9%34%59%29%
arabic64%40%18%9%
keyboarding typing50%25%25%25%
makeup13%29%63%37%
programming20%46%35%23%
psychology7%19%54%71%
engineering21%44%46%23%
cursive38%61%34%17%
fitness32%55%43%18%
cantonese69%44%16%13%
executive function17%43%46%25%
digital art8%38%56%34%
business17%38%67%40%
graphic design7%35%53%40%
literature12%15%48%53%
tutoring37%51%31%22%
soccer41%59%33%17%
portuguese51%45%38%21%
anatomy25%31%44%40%
hebrew53%51%26%14%
finance16%38%51%44%
hindi62%38%28%13%
fashion design14%44%60%36%
time management5%27%54%52%
film12%20%49%49%
gifted60%37%27%8%
photoshop13%50%63%35%
puberty14%68%57%9%
drums38%54%38%8%
java9%25%61%36%
wordly wise28%59%36%15%
knitting36%55%33%21%
ssat10%55%60%20%
trumpet5%52%60%26%
drum43%45%36%11%
cello18%57%43%25%
basketball15%50%41%29%
3rd grade47%86%9%5%
story writing13%88%13%13%
music theory26%51%36%38%
piano lessons43%40%31%17%
excel5%40%45%40%
theater50%50%26%12%
first grade100%12%0%7%
science experiment67%22%22%0%
economics16%32%37%55%
horses39%50%53%19%
computer15%36%45%33%
3d printing3%28%62%31%
law6%39%65%42%
food science27%27%64%18%
calligraphy19%35%68%32%
philosophy4%22%56%44%
internet safety25%50%64%25%
origami41%50%23%5%
special education66%55%38%17%
computer science21%42%39%48%
us history19%47%47%47%
bookclub45%67%27%3%
social club28%52%52%24%
saxophone8%54%69%27%
life skills10%29%32%45%
stress3%3%29%77%
cars50%33%33%7%
cheer39%50%29%7%
sat prep4%8%19%96%
brick building engineering33%33%67%0%
prealgebra17%33%75%21%
communication17%48%35%26%
tagalog59%56%41%11%

Insights by day

Search termMon-FriSat-Sun
entrepreneur82%36%
autism81%49%
piano87%51%
acting98%85%
book club90%54%
sketching97%90%
hispanic95%54%
esl87%51%
cooking & baking84%51%
youtube91%56%
table manners85%85%
sewing87%55%
python83%71%
preschool92%35%
montessori81%44%
korean85%61%
zumba91%36%
gaming club83%33%
afterschool100%17%
iew97%45%
roblox coding83%67%
singapore math93%57%
etiquette86%57%
crochet86%61%
drama93%60%
babysitting92%75%
drawing anime91%36%
veterinary90%60%
robotics86%76%
italian89%67%
architecture91%63%
arabic97%59%
keyboarding typing100%50%
makeup100%59%
programming67%71%
psychology92%50%
engineering91%58%
cursive88%63%
fitness88%38%
cantonese86%36%
executive function90%67%
digital art79%63%
business90%60%
graphic design85%85%
literature95%63%
tutoring96%43%
soccer96%65%
portuguese91%45%
anatomy95%40%
hebrew85%65%
finance95%40%
hindi68%79%
fashion design100%37%
time management80%60%
film87%53%
gifted84%56%
photoshop100%43%
puberty94%76%
drums100%60%
java70%85%
wordly wise87%74%
knitting100%56%
ssat94%94%
trumpet89%78%
drum100%38%
cello78%78%
basketball100%62%
3rd grade100%30%
story writing100%57%
music theory93%67%
piano lessons81%52%
excel100%50%
theater92%62%
first grade100%36%
science experiment100%40%
economics95%40%
horses100%60%
computer78%67%
3d printing64%55%
law87%60%
food science100%0%
calligraphy100%42%
philosophy93%47%
internet safety92%83%
origami85%62%
special education100%25%
computer science93%67%
us history100%23%
bookclub89%67%
social club100%44%
saxophone100%38%
life skills88%69%
stress100%96%
cars92%33%
cheer92%69%
sat prep70%60%
brick building engineering100%33%
prealgebra90%60%
communication81%69%
tagalog100%36%

Insights by time (CT – Central Time Zone)

Search term12am-7am7am-12pm12pm-7pm7pm-12am
entrepreneur0%80%93%60%
autism4%49%92%81%
piano5%47%87%82%
acting68%80%95%98%
book club7%63%90%85%
sketching13%60%87%62%
hispanic6%59%92%79%
esl3%39%72%91%
cooking & baking9%51%85%86%
youtube8%62%91%89%
table manners50%50%100%100%
sewing10%68%97%78%
python13%51%88%88%
preschool19%79%88%69%
montessori9%68%91%77%
korean5%52%93%80%
zumba0%90%90%40%
gaming club98%99%100%100%
afterschool0%0%100%100%
iew18%82%97%72%
roblox coding0%52%96%85%
singapore math10%60%90%82%
etiquette6%78%94%78%
crochet13%58%100%82%
drama21%74%89%84%
babysitting88%96%100%97%
drawing anime0%60%80%70%
veterinary0%91%91%73%
robotics12%74%94%85%
italian9%69%93%82%
architecture21%64%91%91%
arabic0%50%80%83%
keyboarding typing99%100%100%100%
makeup5%63%95%89%
programming11%64%93%75%
psychology14%69%93%79%
engineering14%54%91%83%
cursive0%57%90%87%
fitness4%50%96%75%
cantonese7%27%93%87%
executive function13%65%84%94%
digital art0%46%96%88%
business18%61%95%89%
graphic design6%88%100%88%
literature8%60%88%76%
tutoring8%56%92%92%
soccer9%52%91%83%
portuguese6%61%94%78%
anatomy12%77%92%77%
hebrew0%47%100%84%
finance6%69%81%69%
hindi6%29%76%82%
fashion design21%58%89%74%
time management8%67%92%92%
film7%50%100%79%
gifted14%77%91%86%
photoshop6%56%100%78%
puberty15%85%92%85%
drums4%52%91%87%
java6%65%82%88%
wordly wise0%65%100%95%
knitting13%73%93%93%
ssat13%70%96%91%
trumpet13%50%75%88%
drum11%44%89%83%
cello20%30%90%90%
basketball0%80%90%90%
3rd grade4%71%88%63%
story writing43%71%86%57%
music theory0%67%94%100%
piano lessons0%42%92%67%
excel38%75%63%75%
theater7%29%79%100%
first grade5%59%86%68%
science experiment17%83%100%83%
economics0%60%90%85%
horses0%77%100%77%
computer10%80%90%70%
3d printing0%63%100%100%
law8%42%92%75%
food science0%50%100%50%
calligraphy9%82%91%82%
philosophy0%71%100%71%
internet safety0%62%92%85%
origami0%82%94%76%
special education9%55%82%73%
computer science0%69%94%75%
us history0%73%93%80%
bookclub9%55%86%95%
social club8%83%100%92%
saxophone11%33%89%67%
life skills17%67%83%75%
stress0%50%100%50%
cars5%63%84%79%
cheer0%67%100%78%
sat prep0%50%75%83%
brick building engineering7%71%93%79%
prealgebra11%44%89%89%
communication14%71%93%86%
tagalog9%73%100%73%

Teach on your terms

Set learning free