OA9 OppAlerts AI Search Visibility & Ranking Factors
oppalerts.com →
Colleges Universities

Career Changer Adult

Research: Suggested Links
Dominant · SE Outbound Links ρ=0.496

AI recommendation signal analysis across 192 domains for the Career Changer Adult persona in Colleges Universities.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
192Domains Tracked
14.4MReddit Posts
188KWikipedia Articles
4.1MOpen Web Matches
Career Changer Adult_persona.report
DomainScore
reddit.com
1.0
lincs.ed.gov
0.4
ed.psu.edu
0.2
seedsofliteracy.org
0.1
cael.org
0.1
Domains rankedn = 25
Want a custom AI visibility audit for Colleges Universities?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch →
About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Mine link prospects

Pages surfacing for suggested-link queries: resource pages and roundups that could plausibly link to you. Work them as a link-building prospect list.

How It's Calculated

Where the numbers come from

We run suggested links queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Suggested Links

Domains appearing in Google results for Career Changer Adult's Research: Suggested Links queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Career Changer Adult's Research: Suggested Links queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Are there any free apps/websites for learning as an adult? What are the best online resources for learning to adult?https://www.reddit.com/r/selfimprovement/comments/19amwax/are_there_any_free_appswebsites_for_learning_as/272976496
Learning Resources for Adults Returning to School: Math andhttps://www.thinkacademy.ca/blog/blog/2025/08/21/adult-learning-resources-math-science-guide/2595294
Self-Study Guide for Evidence-Based Practices in Adult ...https://www.youtube.com/watch?v=1jdh4j3tcLA291997597
Effective Strategies for Adult Learninghttps://www.adultlearningsolutions.com/adult-learning-strategies2----
Adult Education and Literacy Resources - LINCShttps://lincs.ed.gov/resource-collection/topic-areas156972395
Adult Education Resources and Websiteshttps://ed.psu.edu/research-grants/centers-institutes/goodling-institute/goal-2-professional-development/AE_Resources_Websites157971495
Free Online Resources for Adult Learnershttps://seedsofliteracy.org/free-online-resources-for-adult-learners/11395694
Adult Learner Resource Pagehttps://www.cael.org/adult-learner-resources12395094
Best Resources for Adult Learners - College credithttps://study.com/college/adult-learners.html143973796
Adult Education Open Community of Resourceshttps://oercommons.org/groups/adult-education-open-community-of-resources/45/134962195
20 Essential Internet Learning Resources for Adultshttps://www.broadbandsearch.net/blog/adult-online-learning-resources138961094
At-Home Toolkit for Adult Learnershttps://www.barbarabush.org/at-home-toolkit-for-adult-learners/12195495
9 Tips for adult learners headed back to schoolhttps://www.readandspell.com/articles/tips-for-adult-learners11895093
Top 18 ESL Websites and Resources for Adult Learnershttps://www.primotutoring.com.au/post/top-18-esl-websites-and-resources-for-adult-learners-improve-english-at-any-level1----
The Best Online Learning Strategies for Adult Learnershttps://www.sophia.org/blog/student-success/best-online-learning-strategies-for-adult-learners/12195294
4 Proven Strategies for Supporting Adult Learnershttps://www.instructure.com/resources/webinars/4-proven-strategies-supporting-adult-learners-what-works-and-why151972995
Your Guide to Digital Resources for Adult Learnershttps://kosciuskoconnect.com/blog/digital-resources-for-adult-learners/11295894
Educator Free Resource Library - Essential Educationhttps://go.essentialed.com/educator-resources11595393
150+ Educational Websites For Lifelong Learnershttps://medium.com/@imaginetta/150-educational-websites-for-lifelong-learners-71c1d8e94843174976897
Resource Guide for New Instructorshttps://valrc.org/new-instructors/1995894
EdAssist | 7 Study Tips for Busy Adult Learnershttps://www.brighthorizons.com/article/career/7-study-tips-for-busy-adult-learners13996594
Adult Education & Literacy Resource Collection - LINCShttps://lincs.ed.gov/resource-collection156972395
RESOURCEShttps://www.adultliteracyleague.org/resources/1595093
https://scetv.pbslearningmedia.org/search/?q=adult...https://scetv.pbslearningmedia.org/search/?q=adult%20education13896595
Adult Learning Resourceshttps://www.ala.org/pla/resources/tools/programming-instruction/adult-learning-resources145961495
Best Learning Resources for Adults - Storylunehttps://storylune.com/best-learning-resources-for-adults/1----
Best Digital Learning Tools for Adult Learnershttps://www.linkedin.com/advice/0/what-best-digital-learning-tools-adult-learners-oewaf190987397
Resources Archivehttps://www.proliteracy.org/resources/12596894
Study Tips for Adult Learnershttps://www.24houranswers.com/blog/56/Top-Five-Study-Tips-for-Adult-Learners1695094
The Best Online Learning Strategies for Adult Learnershttps://www.straighterline.com/blog/degreecompletion-the-best-online-learning-strategies-for-adult-learners12195494
Adult Learning: Building Paths to a Better Futurehttps://edsurge.com/collections/adult-learning-building-paths-to-a-better-future13996394
10 Free Underrated Resources for Adults Returning to Schoolhttps://cloveragencyinc.com/10-free-underrated-resources-for-adults-going-back-to-school/1093093
15 Best Learning Resources for Adults (2026 Guide)https://blog.mylifenote.ai/what-are-the-best-online-resources-for-continuing-adult-education/1--294
What are the best online resources for learning to adult?https://www.reddit.com/r/Adulting/comments/1aka2mp/what_are_the_best_online_resources_for_learning/172976496
Effective Practices that Support Adult Learnershttps://www.acenet.edu/Research-Insights/Pages/Student-Support/Effective-Practices-Adult-Learners.aspx13996794
5 Tech Tools to Try With Adult Learnershttps://otan.us/Resources/WebBasedClassActivity/Details/188?catId=0117951595
Educational Apps For Adult Learners - Oak Innovationhttps://www.oakinnovation.com/blog/free-elearning-advice/educational-apps-for-adult-learners1794093
Adult Online Learning - Galehttps://www.gale.com/public/adult-online-learning145962395
Resources And Tools For Studentshttps://collegeinfogeek.com/resources/124951895
10 Tips to Help You Succeed as an Adult Learnerhttps://pe.gatech.edu/blog/working-learning/adult-learning-success149972095
100+ Online Resources For Self-Education and Lifelong ...https://www.diygenius.com/100-self-education-resources-for-lifelong-learners/11795093
Effective Adult Learninghttps://tillamookbaycc.edu/wp-content/uploads/2017/04/Adult_Education_Toolkit.pdf1895494
Tutorials for Adult Learners: Strategies and Resourceshttps://tutorialauthority.com/tutorials-for-adult-learners/1192192
Adult Literacy Resourceshttps://study.com/academy/popular/adult-literacy-resources.html143973796
Adult Education Open Community of Resources Group ...https://oercommons.org/groups/adult-education-open-community-of-resources/45/505/134962195
General Adult Literacy Websites | CSAL - sites@gsuhttps://sites.gsu.edu/csal/general-adult-literacy-websites/143961595
Adult Learning Handouthttps://www.parentcenterhub.org/wp-content/uploads/repo_items/adult-learning-handout.pdf13596694
Free Resources for Adult Learners l The LEARN Programhttps://abclifeliteracy.ca/programs/learn/120961395
Free Adult Education Lesson Plans & Resourceshttps://sharemylesson.com/grade/adult-education130962195
Tools for Adult Learninghttps://toolkit4adultlearning.wordpress.com/2021/02/27/top-learning-tools/18097093
Study Tips Alternatives For Adult Learnershttps://vcl.ischool.umd.edu/study-tips-alternatives-for-adult-learners15397092
A Comprehensive Guide to Adult Learning Theories l 5 ...https://www.youtube.com/watch?v=0il2cHSlrO8191997597
The Best Resources for Adult Learners Returning to School -https://pactoporteruel.com/the-best-resources-for-adult-learners-returning-to-school/1093093
The Free Learning Listhttps://freelearninglist.org/1495294
Best Adult Learning Resources | How to Learnhttps://www.howtolearn.com/best-learning-resources-adult-learning/11795094
Back to School is Not Just for Kids: 18 Sites for Adult ...https://www.techlifeunity.com/best-sites-for-adult-learning11195092
Helpful Links | VRABE Adult Based Educationhttps://www.vrabe.com/resources/helpful-links/11941295
Presenters: Tips to Support Adult Learnershttps://www.msae.org/presenters-tips-to-support-adult-learners11295093
10 Free Adult Education Courses & Certificates 2026 - Learn.orghttps://learn.org/affordable-degrees/free-adult-education-courses-certifications125951995
Leveraging Technology in Adult Learning Knowledge ...https://www.youtube.com/watch?v=1BNR_u7qg_c191997597
Adult Programs | U.S. Department of Educationhttp://www.ed.gov/adult-programs156972495
Adult Education: Find Bookshttps://stfx.libguides.com/c.php?g=101566&p=6584861--294
The Adult Learner's Guide to Effective Studyinghttps://reupeducation.com/blog/the-adult-learners-guide-to-effective-studying/11295894
Improve Your Skills For Work & Life l Free Adult Learning ...https://abcactivatelearning.ca/resources/employability-and-life-skills/1295194
Free Online Courses for Adult Basic Skills Learnershttps://www.pci-nsn.gov/wmlib/pdf/16/1017_free_online_basic_courses.pdf121951894
15 Free online courses for adults to learn new skillshttps://training.safetyculture.com/course-collection/free-online-courses-for-adults/138961995
Learning hubhttps://adultlearnersweek.org/learning-hub/1494294
9 Killer Resources For Online Self-Educationhttps://elearningindustry.com/9-killer-resources-for-online-self-education146963695
At-Home Learning Toolkit for Adultshttps://www.barbarabush.org/toolkit-for-adult-learners/12195495
25 Free Online Resources and Web Apps for Lifelong ...https://www.missiontolearn.com/lifelong-learner-free-resources/1695095
Top 10 Adult Education Platforms for Lifelong Learning 2026https://www.tipsfortomorrow.com/best-education-platforms/adult-education-platforms1094093
Evidence-Based Literacy Instruction for Adult Learnershttps://www.youtube.com/watch?v=vcydzSXkiSc191997597
Navigating Local Educational Resources for Adult Learninghttps://nexuscoaching.net/navigating-local-educational-resources-for-adult-learning/1093091
Our 9 Favorite Free Online Classes for Adults in 2026https://www.lifewire.com/free-online-classes-for-adults-299697714897594
20 Essential Internet Learning Resources for Adultshttps://www.rsinc.com/essential-internet-learning-resources-for-adults.php13495094
Educate Yourself: Free & Low-Cost Resources for Adultshttps://healthnetwork.com/blog/educate-yourself-free-low-cost-resources-for-adults/1895794
50 Free Online Resources for Self-Motivated Learnershttps://www.lifehack.org/599957/50-free-online-resources-for-self-motivated-learners14396794
The Top 10 Online Resources for Adult Learnershttps://www.assessmentoption.com/the-top-10-online-resources-for-adult-learners/1093092
The 12 Best Online Learning Platforms for Busy Adultshttps://partnersinfire.com/lifestyle/adult-learning-online/11495794
How to Learn Faster as an Adult (Effective Learning ...https://www.youtube.com/shorts/6OsaRwm-c48191997597
10 Websites for Life-long Learnershttps://collectivehub.com/2015/10/10-websites-for-life-long-learners/119951395
Adult Education Collection Resourceshttps://oercommons.org/curated-collections/583134962195
Adult Learning Resourceshttps://study.com/academy/popular/adult-learning-resources.html143973796
LINCS | Adult Education and Literacy | U.S. Department of ...https://lincs.ed.gov/156972395
Exploring the Best Resources for Adult Continuing Educationhttps://www.streamquill.com/education/exploring-the-best-resources-for-adult-continuing-education/1----
Adult Learninghttps://www.edsurge.com/coverage-areas/adult-learning13996394
Learning Strategies for Adult Learnershttps://problemory.com/wo/blog/learning-strategies-adult-learners1----
Tools and Techniques for Adult Learninghttps://osg.ca/products/adult-learning/111951394
What are the best free learning ressources for adults?https://www.reddit.com/r/AskReddit/comments/ubzud4/what_are_the_best_free_learning_ressources_for/172976496
Adult Learning Fundamentals Workshophttps://www.youtube.com/watch?v=0r62_Ne7AjU191997597
Resources for Supporting Beginning EL Learners in Their ...https://www.youtube.com/watch?v=sYYakzwePEw191997597
Learning Strategies for Adult Learnershttps://problemory.com/ga/blog/learning-strategies-adult-learners1----
Best Adult Student Resources for Continuing Educationhttps://back2college.com/online-courses/best-adult-student-resources-for-continuing-education/11696994
Creating a Sustainable Adult Learning Toolbox for LEND ...https://www.youtube.com/watch?v=YnSxwnspDTM191997597
94 resultsAll results shown
Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

27for adult
24resources for
24adult learners
17adult learning
12for adults
11adult education
9learning resources
7the best
7online resources
7strategies for
6free online
6to school
5best online
4websites for
4for learning
4as an
4an adult
4online learning
4learning strategies
4returning to
3what are
3are the
3to adult
3education and
3resources and

3-grams

19for adult learners
9resources for adult
8resources for adults
6online resources for
6learning resources for
6strategies for adult
5for adult learning
4as an adult
4the best online
4learning strategies for
4returning to school
3what are the
3are the best
3free online resources
3best resources for
3best online learning
3for adults returning
3adults returning to
3adult learning resources
2are there any
2there any free
2any free apps
2free apps websites
2apps websites for
2websites for learning

4-grams

7resources for adult learners
6learning resources for adults
4learning strategies for adult
4strategies for adult learners
3what are the best
3best resources for adult
3resources for adults returning
3for adults returning to
3adults returning to school
2are there any free
2there any free apps
2any free apps websites
2free apps websites for
2apps websites for learning
2websites for learning as
2for learning as an
2learning as an adult
2are the best online
2the best online resources
2best online resources for
2online resources for learning
2resources for learning to
2for learning to adult
2adult education and literacy
2free online resources for

5-grams

4learning strategies for adult learners
3resources for adults returning to
3for adults returning to school
2are there any free apps
2there any free apps websites
2any free apps websites for
2free apps websites for learning
2apps websites for learning as
2websites for learning as an
2for learning as an adult
2what are the best online
2are the best online resources
2the best online resources for
2best online resources for learning
2online resources for learning to
2resources for learning to adult
2online resources for adult learners
2best resources for adult learners
2adult education open community of
2education open community of resources
220 essential internet learning resources
2essential internet learning resources for
2internet learning resources for adults
2the best online learning strategies
2best online learning strategies for

6-grams

3resources for adults returning to school
2are there any free apps websites
2there any free apps websites for
2any free apps websites for learning
2free apps websites for learning as
2apps websites for learning as an
2websites for learning as an adult
2what are the best online resources
2are the best online resources for
2the best online resources for learning
2best online resources for learning to
2online resources for learning to adult
2adult education open community of resources
220 essential internet learning resources for
2essential internet learning resources for adults
2the best online learning strategies for
2best online learning strategies for adult
2online learning strategies for adult learners
2learning resources for adults returning to
2for adults returning to school math
2adults returning to school math and
2self study guide for evidence based
2study guide for evidence based practices
2guide for evidence based practices in
2for evidence based practices in adult

7-grams

2are there any free apps websites for
2there any free apps websites for learning
2any free apps websites for learning as
2free apps websites for learning as an
2apps websites for learning as an adult
2what are the best online resources for
2are the best online resources for learning
2the best online resources for learning to
2best online resources for learning to adult
220 essential internet learning resources for adults
2the best online learning strategies for adult
2best online learning strategies for adult learners
2learning resources for adults returning to school
2resources for adults returning to school math
2for adults returning to school math and
2self study guide for evidence based practices
2study guide for evidence based practices in
2guide for evidence based practices in adult
1websites for learning as an adult what
1for learning as an adult what are
1learning as an adult what are the
1as an adult what are the best
1an adult what are the best online
1adult what are the best online resources
1best resources for adult learners college credit