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Ads refreshed September 7, 2026 Meta Ad Library

ChatGPT app icon

Productivity · by OpenAI OpCo, LLC

ChatGPT Meta Ads & Creative Strategy

View on the App Store ↗

Every long-running ad ChatGPT runs on Facebook & Instagram — pulled from the public Meta Ad Library, x-rayed by the same system that runs ad accounts autonomously.

Active ads

4194

Winning set

4

30+ days live

Longest live

48d

App rating

4.83★

10M ratings

Brand palette

The short version

Key facts

  • As of September 7, 2026, ChatGPT runs 4,194 active ads in Meta's Ad Library across Facebook and Instagram; 4 of them have survived 30 or more days of continuous delivery.
  • Its longest-running ad has been live for 48 days.
  • The winning set splits 100% video.
  • The most common message angle is ai capability showcase, carried by 75% of the winning set.
  • All winning copy runs in English.
  • In App Store reviews, the loudest praise goes to productivity & daily utility (13% of mentions) and the loudest complaint is reliability & bugs (14%).
  • The App Store listing holds 4.83 stars across 9,974,155 ratings.

The winning set

Live Meta ads gallery

4 ads have survived 30+ days of continuous delivery, out of 4194 currently active. Below: 4 creatives picked to span every angle and buyer the account runs; the ×N badge counts the ads running each one. Tap any card for its Meta Ad Library record. Sorted by longest live: the account's most proven creatives lead, podium first.

The x-ray — every winner analyzed frame by frame

What the winning set is actually doing

Language distribution — where the winning set actually runs

Share of the winning set per copy language. Translation is a deliberate spend decision: a language earning survivors is a market the money already believes in.

English

100% · 4 ads

English English — 100% (4 ads)

Format split — statics vs video in the winning set

What survives 30+ days by medium.

video 4 ads · 100%

Angle mix — what the money says works

Every winner tagged with the message angle it leads with, and the languages it runs in — longevity under spend is the only public vote that counts.

ai capability showcase

75% · 3 ads

ai capability showcase ai capability showcase — 75% (3 ads) EN

time freedom workload

25% · 1 ads

time freedom workload time freedom workload — 25% (1 ads) EN

The winning set, read from the creatives themselves — the top 4 analyzed winners, hook by hook.

Days live Ads Lang Angle Persona Opening hook On-screen headline Length
×3 en ai capability showcase ai_early_adopter What would it take to change an empty plot into a community garden? Turn a thought into a thing with ChatGPT 14s
×3 en ai capability showcase growth_stage_entrepreneur Can you map us out a 90-day launch plan? 14s
×2 en ai capability showcase ai_early_adopter How can I start an affordable football league? Turn a thought into a thing with ChatGPT 14s
×4 en time freedom workload overloaded_knowledge_worker If you're working on a big product launch at work, this is how we use ChatGPT as a Program Manager and a Product Marketer to pull it off in time. Idea -> Product Launch with ChatGPT Work 71s

Creative strategy

The dissection

The winning set holds steady at 9 ads, every one English, every one casting a female 18-24 presenter, but the format story underneath is new: image ads are just 44% of the x-rayed creatives, dco quietly holds 22%, video takes 33%. Zero new winners emerged this week while 21 ads retired since 2026-07-27.

Free-Image Selfie Ad Still Wins

Free image generation cta drives 6 of 9 surviving ads (67%) across 4 creatives: a static image, a female 18-24 presenter on-camera, text overlay reading 'Try ChatGPT Images for free' or 'Try ChatGPT Images.' Across all 9 x-rayed creatives the format mix runs image 44%, video 33%, dco 22%, with an on-camera presenter appearing in 67% of them, the rest pure product or app-footage. Two of six tagged hooks use the text-based value-proposition mechanic.

Hairstyle Hook Runs Longest

Hairstyle transformation holds just 3 of 9 ads across 2 creatives but owns the account's longevity: 'Enter your new hair era with ChatGPT Images for free' has run 50, 45, and 44 days, the three longest-lived creatives in the set. It's the only surviving video angle, ~15 seconds, sitting in the 15-30s bucket (3 of 3 x-rayed videos), same female 18-24 casting, built on the text-prompt-overlay mechanic (2 of 6 tagged hooks).

One Persona Owns Every Ad

Playful Self-Image Creator claims all 9 surviving ads (100%). Home Design Visualizer, Small Business Content Maker, Everyday Search Replacer, Job-Search Headshot Seeker, DIY Maker and Builder, and Family Life Admin Helper each sit at 0 ads, six of seven tracked personas now untouched gaps. Every ad also runs in English (9 of 9), zero coverage elsewhere despite a 3,377-ad active library.

Ads Sell Fun, Reviews Flag Edits

Image generation draws the most reviewer mentions (36 of 21,715 reviews), ahead of usage limits and pricing (30) and reliability and bugs (25). One recurring objection: 'image editing often regenerates a new image instead of modifying the original.' The ads never touch it, instead promising 'Turn yourself into your own caricature with ChatGPT Images' (3 ads) and 'Put a twist on your selfies' (3 ads). Lifetime rating holds at 4.83 stars.

21 Retired, Zero New Winners

This week added zero new winners while 21 ads retired since 2026-07-27, holding the survivor set at 9. The longest runner still caps at 50 days, unique primary text stays limited to 3 distinct bodies, and every remaining ad runs in English. That's a thin foothold across a library of 3,377 active ChatGPT ads, of which the x-ray covers the top 2,064 by impressions.

What we'd test next

  • Produce a static image, female 18-24 on-camera, using the text-based value-proposition hook mechanic behind 'Try ChatGPT Images for free,' applying the free image generation cta angle to a pet-portrait caricature variation for Playful Self-Image Creator, the persona already holding all 9 winning ads.
  • Produce a ~15s video, female 18-24 on-camera, using the text-prompt-overlay mechanic that carried 'Enter your new hair era' to 50 days, applying an outfit-swap transformation angle for Playful Self-Image Creator in Spanish, since all 9 current winners run English only.
  • Produce a video using a swipe-style before/after split-screen reveal, a mechanic absent from the account's four tagged hooks (text-prompt-overlay, text-based value proposition, text-overlay-prompt, text-prompt-demo), applying the free image generation cta angle to Playful Self-Image Creator.
  • Produce a static image, female 18-24 on-camera, using the text-based value-proposition hook mechanic, applying a professional-headshot angle for Job-Search Headshot Seeker, a persona still at 0 of 9 ads.

The HyperScale batch

New ad concepts, generated for ChatGPT

HyperScale agents are producing an original round of ad concepts for ChatGPT, built from the winning angles above, the brand's real App Store assets, and what reviewers actually say. This page updates when the batch drops.

This analysis lives in a ready-made HyperScale workspace. If you work on ChatGPT, it's yours: we hand it over personally, usually within a day.

Customer voice — 6226 recent reviews analyzed

What reviewers actually say

Objections the ads must pre-empt

  • Image generation often blocked by content violations or ignores exact edit instructions
  • App frequently freezes, crashes, or loses chat history, especially after updates
  • Free/basic tier feels increasingly restricted, pushing users to upgrade to Plus
  • Environmental cost (water/energy use) is a recurring ethical concern
  • Newer models seen as less accurate, more restrictive, or 'disagreeable' than before

Review-theme mix

Share of analyzed review mentions per theme — + praise, − complaint, ~ mixed. Themes, not individual reviews.

~ image generation

21% · 38

image generation image generation — 21% (38 mentions): Users love creating and editing images but hit frequent errors, low daily limits, and edits that regenerate instead of modifying.

− reliability & bugs

14% · 25

reliability & bugs reliability & bugs — 14% (25 mentions): Frequent crashes, freezing, looping wrong answers, and glitches especially after updates frustrate paying users.

+ productivity & daily utility

13% · 24

productivity & daily utility productivity & daily utility — 13% (24 mentions): Customers use ChatGPT daily for work, school, and life admin, calling it indispensable and a huge time-saver.

~ accuracy

13% · 23

accuracy accuracy — 13% (23 mentions): Many praise its knowledge and reliability, but others report misinformation, confusion, and errors needing double-checking.

− pricing & limits

12% · 22

pricing & limits pricing & limits — 12% (22 mentions): Free plan limits on images and messages annoy users, who feel pushed to pay for more usage.

+ emotional support & companionship

11% · 20

emotional support & companionship emotional support & companionship — 11% (20 mentions): Users describe ChatGPT as a best friend, therapist, or father figure that listens without judgment.

~ speed & performance

10% · 17

speed & performance speed & performance — 10% (17 mentions): Fast, agile responses save time, though some sessions slow down or get paused unexpectedly.

− environmental impact

5% · 9

environmental impact environmental impact — 5% (9 mentions): Some users worry about water/energy usage of AI generation, hoping for greener AI.

“Like a Father that I never had. The best go-to app”

5★ · App Store review · AE

“Like a Father that I never had. The best go-to app”

5★ · App Store review · AE

“ChatGPT is my favourite and my best friend”

5★ · App Store review · AE

“ChatGPT is my favourite and my best friend”

5★ · App Store review · AE

“I got a friend who doesn't judge and listens all my non senses”

5★ · App Store review · AE

“This is literally my ai therapist”

5★ · App Store review · AE

“Perfeito! Meu melhor amigo tudo que eu preciso eu converso com ele é maravilhoso”

5★ · App Store review · BR

“Perfeito! Meu melhor amigo tudo que eu preciso eu converso com ele é maravilhoso”

5★ · App Store review · BR

“This is literally my ai therapist”

5★ · App Store review · AE

“I got a friend who doesn't judge and listens all my non senses”

5★ · App Store review · AE

“I use ChatGPT in my everyday life, it is now my go to tool for any general knowledge, support and is my work side assistant”

5★ · App Store review · AU

“This app has helped me through a lot, it's the smart helpful and always cheerful friend”

5★ · App Store review · AU

“Work smarter not harder is the new way of living and chatGPT helps me achieve this so I can focus on the other things I love in life”

5★ · App Store review · AU

“This is the most important app on my phone”

5★ · App Store review · AU

“O ChatGPT já me ajudou no trabalho, nos estudos, na organização da minha rotina, em momentos difíceis da vida pessoal e até em pequenas dúvidas do dia a dia”

5★ · App Store review · BR

“I use ChatGPT in my everyday life, it is now my go to tool for any general knowledge, support and is my work side assistant”

5★ · App Store review · AU

“Solución a mi vida en todos los sentidos”

5★ · App Store review · AR

“O ChatGPT já me ajudou no trabalho, nos estudos, na organização da minha rotina, em momentos difíceis da vida pessoal e até em pequenas dúvidas do dia a dia”

5★ · App Store review · BR

“mudou minha dinâmica no trabalho e na vida pessoal”

5★ · App Store review · BR

“Solución a mi vida en todos los sentidos”

5★ · App Store review · AR

“I like her when she creates the best images”

5★ · App Store review · AU

“Work smarter not harder is the new way of living and chatGPT helps me achieve this so I can focus on the other things I love in life”

5★ · App Store review · AU

“As imagens que tem desenvolvido estão surpreendentes!!”

5★ · App Store review · BR

“mudou minha dinâmica no trabalho e na vida pessoal”

5★ · App Store review · BR

“especially the transformation of images are so realistic”

5★ · App Store review · AE

“it's information has been up to date and reliable about 98% of the time”

★ · App Store review · AE

“Me gustaría que se puedan generar más imágenes por día”

5★ · App Store review · AR

“Very intelligent and very knowledgeable and understanding”

5★ · App Store review · AU

“O gerador de imagens é cheio de falhas, não compreende os comandos”

1★ · App Store review · BR

“it gives a lot of misinformation and sometimes it's just very stupid and you have to double check any info it gives you”

3★ · App Store review · AE

“it's information has been up to date and reliable about 98% of the time”

★ · App Store review · AE

“se confunde en todo y después vuelve a repetir en lo q se equivocó”

1★ · App Store review · AR

“gpt the more reliable one in appstore”

5★ · App Store review · AT

“especially the transformation of images are so realistic”

5★ · App Store review · AE

“O app está cada dia pior. Fica em um looping de respostas erradas”

1★ · App Store review · BR

“As imagens que tem desenvolvido estão surpreendentes!!”

5★ · App Store review · BR

“Pago caro pra literalmente o chat falhar o tempo inteiro”

1★ · App Store review · BR

“O aplicativo não está melhorando a imagem ele simplesmente gera uma nova imagem do nada”

1★ · App Store review · BR

“I have paid the extra $30 per month for this app and it keeps shutting down on me every few minutes”

★ · App Store review · AU

“Images that use to take one go no waste valuable time and credit now I have to do ot 5-19 times to get it right”

★ · App Store review · AU

“supere el límite y debo esperar 6 Hs y 21 m. Pues pasaron 49 Hs y sigue la misma respuesta”

1★ · App Store review · AR

“de uns tempos pra cá tem tido muitas instabilidades e ficou fora de ar mais de 4 vezes em menos de 15 dias”

1★ · App Store review · BR

“O limite de imagens é baixa para o plano grátis, poderiam colocar pelo menos 15”

5★ · App Store review · BR

“O app está cada dia pior. Fica em um looping de respostas erradas”

1★ · App Store review · BR

“Gosto muito só acho que a assinatura é muito cara”

5★ · App Store review · BR

“I have paid the extra $30 per month for this app and it keeps shutting down on me every few minutes”

★ · App Store review · AU

“App cancelado, pagar para receber anúncio?”

2★ · App Store review · BR

“supere el límite y debo esperar 6 Hs y 21 m. Pues pasaron 49 Hs y sigue la misma respuesta”

1★ · App Store review · AR

“Gemini consegue ser mais preciso no plano gratuito”

2★ · App Store review · BR

“O limite de imagens é baixa para o plano grátis, poderiam colocar pelo menos 15”

5★ · App Store review · BR

“I use Claude AI or Grok if I want to direct, factual answers”

4★ · App Store review · AU

“Gemini consegue ser mais preciso no plano gratuito”

2★ · App Store review · BR

“it polished up everything and is very helpful and especially quick - time saver”

5★ · App Store review · AU

“AI generated content that actually needs TONS OF WATER which means that any living thing won't have water to survive”

5★ · App Store review · AE

“Se ha convertido en una herramienta indispensable para mí”

5★ · App Store review · AR

“sessions start at a decent length then shorten to 20 or 30 minutes”

2★ · App Store review · AU

The market around it

Keep exploring the radar

More Meta ads teardowns

Browse all 87 apps on the radar · All Productivity teardowns

Quick answers

FAQ

How many ads is ChatGPT running on Meta, and how many are winning?

ChatGPT has 3,377 active ads in Meta Ad Library (x-ray covers the top 2,064 by impressions), but only 9 have survived 30+ days. Zero new winners emerged this week while 21 ads retired since 2026-07-27.

Which languages and angles dominate the winning set?

All 9 winning ads run in English. Free image generation cta covers 6 ads, hairstyle transformation reveal covers 3 ads, and just 3 unique primary text bodies exist across the entire winning set.

What creative pattern is actually working right now?

Static image ads with a female 18-24 presenter on-camera drive 6 of 9 wins, with on-camera talent in 67% of x-rayed creatives. Format mix skews image 44%, video 33%, dco 22%, and the longest-running ad has held for 50 days.

What do reviewers say versus what the ads promise?

Reviewers mention image generation most (36 of 21,715 reviews), then usage limits and pricing (30) and reliability bugs (25), including that 'image editing often regenerates a new image instead of modifying the original.' Ads promise fun instead: caricatures and selfie twists. Lifetime rating: 4.83 stars.

Sources: Meta Ad Library (ad creatives, start dates, active status; each ad links to its Library record), Apple's public App Store listing and customer-reviews feeds, and company-reported figures where noted. Review quotes are verbatim from public App Store reviews.

This is an independent editorial analysis by HyperScale, published for informational and commentary purposes. HyperScale is not affiliated with, endorsed by, or connected to OpenAI OpCo, LLC. The ad concepts in “The HyperScale batch” are AI-generated by HyperScale and are not the work of OpenAI OpCo, LLC. Trademarks belong to their owners. Rights holders can request changes or removal via hyperscale.net.