Investigación en inglés. La investigación de esta página (título, briefing, fuentes) está escrita en inglés y no se traduce automáticamente. Solo se traduce la interfaz.

Negocio existenteConsumer software

Bouncer-style AI-slop feed filter

One click removes AI-generated images, videos and text from your feeds: a Bouncer-style filter for Portuguese and Spanish speakers that covers YouTube, Instagram and Pinterest on the web, not just X.

hace 3 semanas · Evaluada el 23 oct 2026 · ID HBV-261023-01

Título provisional: Bouncer-style AI-slop feed filter for Portuguese and Spanish users across YouTube, Instagram and Pinterest web (working name)

Resumen

BriefingVerificadoAutodeclaradoHipótesis

Existing business benchmark. Bouncer – Filter your feed (Imbue, Inc., San Francisco) (https://chromewebstore.google.com/detail/bouncer-filter-your-feed/bkijmhafoocfloemhancbgadknkgdkcm). Launch: X account @BouncerForFeed created 5 Feb 2026; open-source repo imbue-ai/bouncer created 10 Apr 2026; "Bouncer 2.0" AI-slop de…

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tection published 17 Jul 2026; viral post "I can't stand AI art, so I made a plugin that removes it from your feed" on 15 Oct 2026 09:08 UTC. Age: About 8.5 months since the first public trace (Feb 2026); the viral wave is 8 days old (as of 23 Oct 2026). Verified (X API, 23 Oct 2026): viral post https://x.com/BouncerForFeed/status/2110659040573559048 — 14,285,183 impressions, 17,148 likes, 3,052 bookmarks, 2,084 reposts. Verified (Chrome Web Store page, read 23 Oct 2026): 10,000 users, 4.6 stars from 42 ratings, version 2.8.4 updated 22 Oct 2026. Self-reported/third-party: a quoting post claims "10,000 users in 4 days". Revenue: none (free product). Repo imbue-ai/bouncer 403 stars (Verified, GitHub API; browser-confirmed on github.com). X: 737 posts/7d (Up 14% Sat→Thu (full UTC days: Sat 17 98 → Thu 22 112); peak Wed 21 133; Thu 22 is 16% below peak; window 2026-10-16 10:05–10:20 UTC (start varies by query) → 2026-10-23 10:00 UTC (X API 7-day limit; Fri 16 and Fri 23 are partial UTC days; full days Sat 17 → Thu 22)). Revenue hypothesis: ~$500–$3K/month at month 6 (HYPOTHESIS: 20K–60K installs × 1–2% paying × ~US$3). Low because the leader is free.

DescripciónHipótesis

One click removes AI-generated images, videos and text from your feeds: a Bouncer-style filter for Portuguese and Spanish speakers that covers YouTube, Instagram and Pinterest on the web, not just X. What the benchmark does: Bouncer is a Chrome extension and iOS app that filters an X feed by open-ended phrases ("arroga…

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nce", "AI slop") using an LLM, with a dedicated AI-text and AI-image detector (fine-tuned Qwen 3 4B / Gemma 4 E2B LoRA for text, DINOv3 for images). It shows every removed post with a reason, has an on-device mode, and is free and open source (AGPL-3.0). Why replicable: The demand (people actively asking to remove AI content) is global and rising, and the detection models and code are open source. Bouncer is X-only and English-only on Chrome. A copy for YouTube, Instagram and Pinterest on the web, in Portuguese and Spanish, is technically simple as an extension. But several such extensions already exist and the leader is free. Monetization: Freemium extension: free basic filter; Pro around US$3/month for video/voice detection and more sites (hypothesis); labeled sponsor slot for human-made art marketplaces on the filtered-posts page. Build: 1–2 agent-weeks per site (content script per feed, detection API call, review screen, Pro checkout); stack: Chrome/Firefox MV3 extension; Vercel serverless detection proxy; open-source AI-image detector or a paid detection API; Stripe. GTM: Before/after feed screenshots; artists' communities in PT/ES; Chrome Web Store SEO ("bloquear IA no YouTube"); faceless demo GIFs.

Cliente objetivo

Portuguese and Spanish speakers 18–40 who browse YouTube, Instagram and Pinterest on desktop; artists and illustrators pushing back on AI content.

Problema

The demand (people actively asking to remove AI content) is global and rising, and the detection models and code are open source. Bouncer is X-only and English-only on Chrome. A copy for YouTube, Instagram and Pinterest on the web, in Portuguese and Spanish, is technically simple as an extension. But several such extensions already exist and the leader is free.

Por qué esta puntuación

Por qué obtuvo una puntuación menor: Free, open-source, well-funded leader plus six look-alike extensions; detection accuracy on short video is weak.

Ventaja defensivaHipótesis

Little moat: Detection models are open source and the leader is free. Only language and site coverage differ, and both are easy to copy. Status: Hypothesis.

Señales de demanda

Publicaciones en X (7 días)

737

Tendencia de la señal

Up 14% Sat→Thu (full UTC days: Sat 17 98 → Thu 22 112); peak Wed 21 133; Thu 22 is 16% below peak

Demanda en la webVerificado

Bouncer viral post 14.3M impressions (Verified). Explicit "block/filter AI slop" requests on X: 534 posts/7d, peak Tue 20 (122), Thu 22 is 50% below peak (Verified X API). X news (22–23 Oct 2026): artists running a "removing AI from your feed" campaign and growing frustration about AI flooding social media.…

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Other X counts (same window, Verified X API): 534 posts: ("AI slop" (block OR filter OR remove OR hide OR "get rid" OR "turn off")) -is:retweet

Mercado y competidores

TAM

Not sized this run — Scope: Feed-filter and AI-detection extensions, global excl. China. Method: No third-party report fetched. (Basis: n/a)

SAMHipótesis

~$0.3M–$1M / yr (hypothesis) — Scope: PT/ES paid AI-filter extension users. Method: HBV assumption. (Basis: Hypothesis)

SOMHipótesis

~$6K–$36K ARR (hypothesis) — Scope: Month-6 run-rate. Method: From revenue hypothesis ×12. (Basis: Hypothesis)

Competidores

Bouncer (free, X only, Chrome + iOS); AI Slop Blocker (YouTube Shorts, Chrome); Clarity: Hide AI Videos on YouTube; AI Content Shield (YouTube + Instagram, Pro tier); ScrollSafe (flags AI Shorts/Reels); SlopMute and Orislop (YouTube); Pinterest's own "see fewer AI Pins" control.

Negocio existente

https://chromewebstore.google.com/detail/bouncer-filter-your-feed/bkijmhafoocfloemhancbgadknkgdkcm

Modelo de negocio

MonetizaciónHipótesis

Freemium extension: free basic filter; Pro around US$3/month for video/voice detection and more sites (hypothesis); labeled sponsor slot for human-made art marketplaces on the filtered-posts page.

Hipótesis de ingresos (mensual)Hipótesis

~$500–$3K/month at month 6 (HYPOTHESIS: 20K–60K installs × 1–2% paying × ~US$3). Low because the leader is free.

Tracción e ingresosVerificadoAutodeclarado

Launch: X account @BouncerForFeed created 5 Feb 2026; open-source repo imbue-ai/bouncer created 10 Apr 2026; "Bouncer 2.0" AI-slop detection published 17 Jul 2026; viral post "I can't stand AI art, so I made a plugin that removes it from your feed" on 15 Oct 2026 09:08 UTC. Age: About 8.5 months since the first public trace (Feb 2026); the viral wave is 8 days old (as of 23 Oct 2026).…

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Verified (X API, 23 Oct 2026): viral post https://x.com/BouncerForFeed/status/2110659040573559048 — 14,285,183 impressions, 17,148 likes, 3,052 bookmarks, 2,084 reposts. Verified (Chrome Web Store page, read 23 Oct 2026): 10,000 users, 4.6 stars from 42 ratings, version 2.8.4 updated 22 Oct 2026. Self-reported/third-party: a quoting post claims "10,000 users in 4 days". Revenue: none (free product). Repo imbue-ai/bouncer 403 stars (Verified, GitHub API; browser-confirmed on github.com).

Jobs to be done

When my feeds fill with AI images and videos, I want to hide AI content automatically on the sites I use, so I can see real people's work again.

HXC

Lia, 26, illustrator in Curitiba (illustrative) · Spends hours on Pinterest and Instagram for references; angry that AI images bury human artists. Buying signal: Shares anti-AI posts; would install a free filter, unlikely to pay more than a few reais.

Construcción y go-to-market

Stack tecnológico

Chrome/Firefox MV3 extension; Vercel serverless detection proxy; open-source AI-image detector or a paid detection API; Stripe

Canales de GTM

Before/after feed screenshots; artists' communities in PT/ES; Chrome Web Store SEO ("bloquear IA no YouTube"); faceless demo GIFs

Riesgos

Riesgo principal

Free, open-source, well-funded leader plus six look-alike extensions; detection accuracy on short video is weak.

Todos los riesgosVerificado

Value: Supported — 14.3M-impression post (Verified) | Usability: Attention — Detection errors on video | Feasibility: High — Crowded field and free leader | Business Viability: High — Weak willingness to pay

Siguiente paso de validación

Do not build now. If Cesar wants it, test a one-page PT landing with a waitlist for "remover IA do YouTube" and kill if under 500 signups in 7 days.

Fuentes

existingcopycatai-slopcontent-filterbrowser-extensionai-detectionb2cbrazillatam

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La puntuación, las fuentes, los riesgos y el siguiente paso, por correo.

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# Briefing: Bouncer-style AI-slop feed filter for Portuguese and Spanish users across YouTube, Instagram and Pinterest web (working name)

Source: Startup Ideas HQ (HB Ventures), found 2026-10-23. ProductBots Opportunity Score: 54/100, evidence confidence 54%.
Evidence labels (Verified, Self-reported, Hypothesis) are kept as written by the researcher.

## Goal for ProductBots.ai
Turn this idea into a validated MVP plan and a first build. Start from the next validation step; do not assume unlabelled numbers are verified.

## What it is
One click removes AI-generated images, videos and text from your feeds: a Bouncer-style filter for Portuguese and Spanish speakers that covers YouTube, Instagram and Pinterest on the web, not just X.

Existing business benchmark. Bouncer – Filter your feed (Imbue, Inc., San Francisco) (https://chromewebstore.google.com/detail/bouncer-filter-your-feed/bkijmhafoocfloemhancbgadknkgdkcm). Launch: X account @BouncerForFeed created 5 Feb 2026; open-source repo imbue-ai/bouncer created 10 Apr 2026; "Bouncer 2.0" AI-slop detection published 17 Jul 2026; viral post "I can't stand AI art, so I made a plugin that removes it from your feed" on 15 Oct 2026 09:08 UTC. Age: About 8.5 months since the first public trace (Feb 2026); the viral wave is 8 days old (as of 23 Oct 2026). Verified (X API, 23 Oct 2026): viral post https://x.com/BouncerForFeed/status/2110659040573559048 — 14,285,183 impressions, 17,148 likes, 3,052 bookmarks, 2,084 reposts. Verified (Chrome Web Store page, read 23 Oct 2026): 10,000 users, 4.6 stars from 42 ratings, version 2.8.4 updated 22 Oct 2026. Self-reported/third-party: a quoting post claims "10,000 users in 4 days". Revenue: none (free product). Repo imbue-ai/bouncer 403 stars (Verified, GitHub API; browser-confirmed on github.com). X: 737 posts/7d (Up 14% Sat→Thu (full UTC days: Sat 17 98 → Thu 22 112); peak Wed 21 133; Thu 22 is 16% below peak; window 2026-10-16 10:05–10:20 UTC (start varies by query) → 2026-10-23 10:00 UTC (X API 7-day limit; Fri 16 and Fri 23 are partial UTC days; full days Sat 17 → Thu 22)). Revenue hypothesis: ~$500–$3K/month at month 6 (HYPOTHESIS: 20K–60K installs × 1–2% paying × ~US$3). Low because the leader is free.

## Customer and pain
Target customer: Portuguese and Spanish speakers 18–40 who browse YouTube, Instagram and Pinterest on desktop; artists and illustrators pushing back on AI content.
Pain: The demand (people actively asking to remove AI content) is global and rising, and the detection models and code are open source. Bouncer is X-only and English-only on Chrome. A copy for YouTube, Instagram and Pinterest on the web, in Portuguese and Spanish, is technically simple as an extension. But several such extensions already exist and the leader is free.

## Market and competitors
TAM: Not sized this run — Scope: Feed-filter and AI-detection extensions, global excl. China. Method: No third-party report fetched. (Basis: n/a)
SAM: ~$0.3M–$1M / yr (hypothesis) — Scope: PT/ES paid AI-filter extension users. Method: HBV assumption. (Basis: Hypothesis)
SOM: ~$6K–$36K ARR (hypothesis) — Scope: Month-6 run-rate. Method: From revenue hypothesis ×12. (Basis: Hypothesis)
Competitors: Bouncer (free, X only, Chrome + iOS); AI Slop Blocker (YouTube Shorts, Chrome); Clarity: Hide AI Videos on YouTube; AI Content Shield (YouTube + Instagram, Pro tier); ScrollSafe (flags AI Shorts/Reels); SlopMute and Orislop (YouTube); Pinterest's own "see fewer AI Pins" control.
Geography: Brazil, Mexico, Spain, Argentina, Colombia first; global English later

## Business model
Monetization: Freemium extension: free basic filter; Pro around US$3/month for video/voice detection and more sites (hypothesis); labeled sponsor slot for human-made art marketplaces on the filtered-posts page.
Revenue hypothesis (monthly): ~$500–$3K/month at month 6 (HYPOTHESIS: 20K–60K installs × 1–2% paying × ~US$3). Low because the leader is free.

## Build and go-to-market
Build effort (agent-weeks): 1–2 agent-weeks per site (content script per feed, detection API call, review screen, Pro checkout)
Time to first revenue: ~3–6 weeks
Tech stack: Chrome/Firefox MV3 extension; Vercel serverless detection proxy; open-source AI-image detector or a paid detection API; Stripe
GTM channels: Before/after feed screenshots; artists' communities in PT/ES; Chrome Web Store SEO ("bloquear IA no YouTube"); faceless demo GIFs

## Risks and next step
Main risk: Free, open-source, well-funded leader plus six look-alike extensions; detection accuracy on short video is weak.
Next validation action: Do not build now. If Cesar wants it, test a one-page PT landing with a waitlist for "remover IA do YouTube" and kill if under 500 signups in 7 days.

## Sources
https://x.com/BouncerForFeed/status/2110659040573559048; https://chromewebstore.google.com/detail/bouncer-filter-your-feed/bkijmhafoocfloemhancbgadknkgdkcm; https://imbue.com/blog/bouncer-leveraging-local-compute-to-detect-ai-slop; https://github.com/imbue-ai/bouncer; https://chromewebstore.google.com/detail/ai-slop-blocker/jlkgdflbbmajejkhdnoghekpkclnaelc; https://www.aicontentshield.app/; https://www.slopmute.com/; X API counts (window above)

Idea nuevaConsumer software· hace 3 semanas
DigUp-powered Find-It
"Describe it, find it" for normal people: a Portuguese/Spanish/English desktop app that indexes WhatsApp Desktop media, Downloads and screenshots on-device, so "the boleto from the school" or "mom's audio with the address" is one sentence away.
61/100
confianza 48%
Por qué obtuvo una puntuación menor: Desktop installs are heavier than web; Apple/Google may ship similar on-device search; WhatsApp Desktop folder formats may change.
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Investigación, no asesoría de inversión. Los números conservan la etiqueta con la que se publicaron.

Resumen

Briefing✓Verificado◐Autodeclarado○Hipótesis

Descripción○Hipótesis

Cliente objetivo

Problema

Por qué esta puntuación

Ventaja defensiva○Hipótesis

Señales de demanda

Publicaciones en X (7 días)

Tendencia de la señal

Demanda en la web✓Verificado

Mercado y competidores

TAM

SAM○Hipótesis

SOM○Hipótesis

Competidores

Negocio existente

Modelo de negocio

Monetización○Hipótesis

Hipótesis de ingresos (mensual)○Hipótesis

Tracción e ingresos✓Verificado◐Autodeclarado

Jobs to be done

HXC

Construcción y go-to-market

Stack tecnológico

Canales de GTM

Riesgos

Todos los riesgos✓Verificado

Siguiente paso de validación

Fuentes

Ideas relacionadas

DigUp-powered Find-It

BriefingVerificadoAutodeclaradoHipótesis

DescripciónHipótesis

Ventaja defensivaHipótesis

Demanda en la webVerificado

SAMHipótesis

SOMHipótesis

MonetizaciónHipótesis

Hipótesis de ingresos (mensual)Hipótesis

Tracción e ingresosVerificadoAutodeclarado

Todos los riesgosVerificado