AI tool comparison
Attie vs Brila
Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.
Social Media Tools
Attie
Build custom Bluesky feeds with plain English — no code, no algorithm-wrangling
75%
Panel ship
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Community
Free
Entry
Attie is Bluesky's first AI product — a standalone app built on the AT Protocol and powered by Anthropic's Claude that lets users create custom social media feeds in natural language without any coding. Built by Jay Graber (Bluesky's founder) and a new internal "Exploration team", it was unveiled at the ATmosphere conference in late March 2026. The core use case: instead of accepting the algorithm Bluesky gives you, you describe the feed you want in natural language ("show me posts from indie hackers about AI tools, no politics, ranked by engagement") and Attie builds it. Because it runs on AT Protocol, it has access to the full social graph and content signals across all ATProto apps, not just Bluesky. Attie is currently invite-only for ATmosphere attendees, with a public waitlist open. It's already become the most-blocked account on Bluesky other than J.D. Vance — a sign that AI-mediated social feeds are contentious even among the decentralized-web crowd. Future versions will let users vibe-code entire ATProto apps.
Marketing
Brila
Your website, written in your customers' own words
75%
Panel ship
—
Community
Free
Entry
Brila generates one-page websites by mining your Google Maps reviews rather than asking you to fill in templates or describe your business. It extracts the language real customers use — what they valued, the problems you solved, the phrases that converted them — and builds a landing page written in that voice, structured around Jobs to Be Done methodology. The resulting pages avoid the generic AI marketing tone because they're anchored in authentic customer language. Brila identifies which benefits get mentioned most, surfaces quotes that function as social proof, and organizes the page structure around the actual reasons customers chose you. The generation takes about 90 seconds from a Google Maps URL. Launched as Product Hunt's #1 product of the day, Brila is aimed at local businesses, service providers, and solo operators who have real customer reviews but don't have the time or budget for a proper website. A free tier generates one site; paid plans allow custom domains, multiple sites, and editing.
Reviewer scorecard
“Using an AI to write your own feed algorithm, on open protocol rails, is fundamentally different from accepting a black-box recommendation system. The AT Protocol data access is the real moat — it gives Claude context no other AI social assistant has. This is the most interesting social AI product in years.”
“Using customer reviews as structured training data for copywriting is genuinely smart — it's information-theoretically richer than any prompt about the business. The JTBD framing of the output is a nice touch that puts this above generic website generators.”
“Most-blocked account on Bluesky before public beta — the decentralized/open-web community is deeply skeptical of AI-mediated content, and they're not wrong to be. Natural language feed algorithms also sound better than they work; niche interest filtering is still inconsistent. Wait for the waitlist to open and test it yourself.”
“Businesses with bad or thin review profiles will get bad or thin websites. And if your reviews skew toward outlier experiences — the loudest 1-star and 5-star voices — the page might not reflect the average customer relationship accurately. The garbage-in problem applies here.”
“When users can describe their own feed filters in natural language on open protocol data, the algorithmic chokehold that Twitter and Meta have wielded for years becomes technically obsolete. Attie is early and rough, but it's pointing at the end of platform-controlled content distribution.”
“Using existing customer feedback as the primary training signal for marketing content is a pattern that will spread far beyond websites. Brila is a narrow implementation of a principle — let the market tell you what to say — that will reshape how marketing content gets made.”
“Every creator hates algorithmic feeds. Attie gives actual control — intent-based filtering instead of opaque engagement optimization. If it works, building a 'show me everything from the 50 creators I care about plus viral design content' feed in five minutes changes social media for creators entirely.”
“For local businesses and freelancers without a marketing budget, this is the most practical AI product I've seen this year. The output reads human because it IS human — it's your actual customers talking. That's a completely different quality ceiling than a template.”
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