Trivia: No Matter How I Look at It, It's You Guys' Fault I'm Not Popular
- Actor Allusion: In chapter 56, Tomoko gets to school late after she catches an episode of My Little Pony: Friendship Is Magic on TV and gets drawn in. ("Who shows a cartoon like that at this time of the morning? Do they WANT to make people late for school?!") The show isn't named, but Tomoko's TV shows an image of Rainbow Dash — who is voiced in the dub by Tomoko's actress, Izumi Kitta.
- Fan Nickname:
- /v/'s nickname for Tomoko is "Spaghetti-tan", because of their meme about spaghetti leaking out of their pockets during socially awkward situations, seemingly for no other reason than to make the situation even more awkward and embarrassing for them. Turns into an Ascended Meme when, as a thank-you to foreign audiences, Tanigawa drew a picture of Tomoko actually eating spaghetti.
- World Three, the primary scanlation group for the series, affectionately gave the manga the project title "loser girl."
- "Slut-chan" for Yuu, because in Tomoko's eyes girls more socially adept than she is are "bitches" or "sluts".
- Portmanteau Series Nickname: The title is often contracted to WataMote.
- What Could Have Been: According to the Japanese Wikipedia at least, the authors originally planned Tomoko not to have a single friend. The editor found this premise too depressing and asked the authors to introduce a friend for Tomoko, which is why Yuu was created.
- Write Who You Know: The series is based on the authors' own experiences, so much so that one of them decided not to have Tomako be bullied because it would have made the whole thing too personal.