Instagram Owned-Audience VOC — Ga Instagram
51 relevant customer comments across the captured brand accounts · generated 2026-06-25
⚠ Owned-audience, separate bucket. This is the sentiment of each brand's OWN Instagram audience (comments on the brand's own posts) — a different genre from ambient Reddit and from solicited reviews; it is never ranked against them. Brand promo posts and the brands' own customer-service replies are excluded (customer voice only). This is sentiment, not Share-of-Voice — which accounts were captured is an artifact, so it is not a conversation-share contest.
Owned-audience sentiment — how this brand's own followers feel
+40% net sentiment (60% positive, 1 negative of 5 recent comments) on Graduation Alliance's own Instagram — #2 of 3 in the set.
By brand — owned-audience mood
Each brand's comments on its OWN posts, as a positive / neutral / negative mix (■ positive ■ neutral ■ negative). Owned-audience, not Share-of-Voice — which accounts were captured is an artifact, so brands are NOT ranked against each other as a conversation share.
Learn4Life
net +23% · n=26 recent · 26 all-time · pos CI 11%–42% · instagram
Grad Solutions
net +45% · n=20 recent · 20 all-time · pos CI 26%–66% · instagram
Graduation Alliance ← CLIENT
net +40% · n=5 recent · 5 all-time · pos CI 23%–88% · instagram
What the audience actually mentions (thin layer)
Only 4% of IG comments carry a substantive taxonomy aspect — owned-audience comments are sentiment-dense but aspect-sparse (reactions/affirmations more than product discussion). Shown for color; not defended per-aspect metrics.
Academic Test Wall
2.0% · n=1
Read the comments
Most-liked positive and negative comments per brand's owned audience.
Learn4Life n=26
Top positive
- I’ve seen this film thanks to my school (L4L) and I would HIGHLY recommend watching! Just take some tissues. It’s so eye opening and inspiring and something I think every high school teen should watch, no matter the demographic.
r/DYNRYWmKn2R · 11 pts · thread - @its.just.ashley._ Thank you so much for this 😭🙏 Hearing that from an L4L student means everything — you are exactly who this film was made for. Please share it with every friend you have ❤️ Free on Tubi, Plex, Xumo and more — link in bio 🎬
r/DYNRYWmKn2R · 3 pts · thread - This film is a treasure. Thanks to each young person. We are all cheering you on with full hearts.💪 (And Bryan, you're what is called a "therapeutic personality." As a therapist myself, the world could really use you in that role. If you've ever considered it, I hope you boldly pursue it as a career…
r/DYNRYWmKn2R · 3 pts · thread
Grad Solutions n=20
Top positive
- thank you grad solutions !
r/DYSclczAW8y · 5 pts · thread - So proud of you
r/DYSclczAW8y · 2 pts · thread - Way to go Audra!!! ❤️❤️❤️
r/DXQENLZD6Wg · 2 pts · thread
Graduation Alliance n=5
Top positive
- I graduated 🎓🎉
r/DLsL9T_sYW1 · 0 pts · thread - @graduationalliance thank you! 🎓🎉
r/DLsL9T_sYW1 · 0 pts · thread - I graduate soon 🙏🏾
r/DI_quespuyx · 0 pts · thread
Top negative
- I been trying to enroll for 2 months now and haven’t been able to get in touch with anyone can yall please help me!
r/DXE5858EgnZ · 0 pts · thread