I pulled every review from the App Store and Google Play for every AI dating and rizz app I could find. 13,000+ reviews. 18 apps. All verbatim, no third-party review sites. I wanted to know: do any of these actually help?

Every quote below is word-for-word from an app store review.

The Apps

I scraped 18 apps total. These 6 had the most reviews. The rest (Smoothspeak, Pickuplines AI, YourMove AI, Wingman AI, Flirt AI, and a bunch of smaller clones) had under 500 reviews each but follow the exact same pattern.

App Reviews Scraped Avg Rating Category
RIZZ AI 3,638 3.9/5 Text Reply
WingAI (Winggg) 2,619 4.5/5 Text Reply
Blush AI 2,119 3.4/5 Dating Sim
Casanova AI 1,162 4.3/5 Text Reply
Rz AI 1,120 4.5/5 Text Reply
Plug AI 1,011 2.1/5 Text Reply
Meeno 3 3.0/5 Voice Practice
vibeCoach - n/a Voice Practice

Voice practice apps are a different category (you talk out loud instead of copy-pasting text). Too new and too few reviews to analyze statistically - more on these below.

The Big Finding: The Ratings Don't Tell the Full Story

The apps with the highest ratings have the emptiest reviews. Some of that is normal - happy users tap 5 stars and move on, unhappy users write paragraphs. But the gap here is extreme. I measured what percentage of 5-star reviews are under 20 characters (stuff like "Good", "W rizz", "Ok", "Nice").

App Avg Rating 5-star reviews under 20 chars Substantive 5-star reviews (100+ chars)
WingAI 4.5/5 72.8% 2.4%
RIZZ AI 3.9/5 68.6% 2.7%
Casanova AI 4.3/5 67.7% 1.4%
Rz AI 4.5/5 54.2% 5.2%
Plug AI 2.1/5 46.2% 3.1%

Now compare: 1-star reviews on RIZZ AI are 11x more likely to be detailed than 5-star reviews. On Casanova AI, 10x. On WingAI, 8x. The people who actually write about their experience overwhelmingly rate these apps 1 star.

The Deep Dives

RIZZ AI (3,638 reviews - the market leader)

TIME "Best Invention 2024." 6M+ downloads. 4.8 stars on iOS. And 457 reviews complaining about the paywall. The app is free to download but charges $6.99-$9.99/week ($360-$520/year) to actually use. They cut the free tier from 5 lines/week to 1.

The AI output? "The pick-up lines were embarrassingly cheesy and lacked any semblance of originality. It felt as if the developers had scraped the bottom of the barrel for tired and overused cliches" (@YPREE808). "the replies are like a 54 year old man who's girlfriend has cheated on him 6 times" (iOS reviewer, Australia). "90% of its responses are just copy and paste pick up lines" (@TRUMPISYOPRESIDENT).

12 users report getting rejected or blocked after using the app's suggestions. "My gf left me - It told me to call her sewer rat king" (@dinosaur iPhone). "This app got me a restraining order" (@best goodest app).

55 reviews report unauthorized charges after canceling.

Plug AI (1,011 reviews - the worst rated)

2.07/5 average. 74.5% of Android reviews are 1-star. This is the worst-rated app in the entire dataset.

The paywall is inescapable. "Opened the app, clicked one option, and suddenly I'm staring at a subscription screen like I walked into a trap. No back button, no way to escape" (@Kheelen Doley). Users who pay are still disappointed: "I decided to take the L and pay just to see how it actually was and holy smokes it's awful, the replies are on par with stuff like 'Do you know what breaks the ice? A polar bear.' The 5 star reviews are bots 100%" (@Gaston).

WingAI (2,619 reviews - the highest rated at 4.50/5)

Looks like the best app in the category until you check the reviews. 72.8% of 5-star reviews are under 20 characters. The app was caught double-billing users: "They were billing me through my Apple subscriptions and also directly. Hence, charging me double. Even after I cancelled through Apple settings, they kept charging me directly" (@Cutyifgigykccihg).

One user under 20 reports the AI generated responses "filled with wine and sex" after entering their age (@joogie oogie soogie hoogie!!!).

Blush AI (2,119 reviews - the dating practice sim)

The only app that tries to simulate actual dating conversations. You match with AI characters and go on dates. The concept is interesting. The execution isn't.

"$50 to see pictures on a single ai chatbot app" (@Jason Lance). "$19.99 a month for 1 picture" (@Corey). "Conversations are generic and predictable, ai needs a lot of work as it forgets basic conversation points" (@Fox Smith).

42 reviews accuse the app of fake reviews - the highest accusation rate per review count in the dataset.

The Other Category: Voice Coaching Apps

All the apps above are text-based. You screenshot a conversation, the AI writes a reply, you paste it. There's a smaller, newer category that takes a completely different approach: voice practice. You actually talk out loud and the AI talks back.

I found two in this space:

Meeno (iOS only) - 1-minute voice scenarios with scoring. Only 3 reviews so far. Too early to judge.

vibeCoach (web app) - Full voice conversations where the AI plays a realistic person across different scenarios - meeting someone new, setting up a date, date conversations, hard conversations. The AI starts guarded and you have to earn the rapport. Feedback after each session. Under $1/session.

Both are too new for the same statistical analysis. But they address the one problem every text app in this post shares: what happens when you meet someone in person and the AI can't type for you.

What's Broken Across the Entire Category

Across all 13,000+ reviews:

  • 1,464 reviews complain about paywalls or pricing (from 1-2 star reviews alone)
  • 252 reviews report unauthorized charges or inability to cancel
  • 157 reviews describe the AI output as cringe, corny, or generic
  • 45 reviews say "just use ChatGPT for free"
  • 37 reviews report getting rejected or blocked using the app's suggestions

Every text-based app in the dataset follows the same pattern: inflated ratings from one-word reviews, aggressive paywall, generic AI that doesn't understand context, and users who either can't cancel or get charged after canceling.

TL;DR

  • 13,000+ reviews across 18 dating apps. The high ratings are misleading - 68% of 5-star reviews are literally one word. The people who actually describe their experience overwhelmingly rate 1 star.
  • One guy's girlfriend left him because the app told him to call her "sewer rat king." Another got a restraining order. 45 users say the same thing: just use ChatGPT for free.
  • 252 users report unauthorized charges they can't cancel. Multiple have filed with law enforcement.

All raw data, store links, and app details here if you want to verify anything.