Bright Data
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Scribble is an AI visibility platform that helps brands understand and improve how they show up in AI search.
We analyze a brand's AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) score to show where they are visible across AI tools like ChatGPT, Perplexity, and Gemini.
We then identify content gaps that impact citability and turn them into creator-led campaigns designed to improve real AI discoverability across platforms like X, Instagram, Medium, Substack, YouTube, and Reddit.
So far, Scribble has worked with 100+ brands and a global network of creators to drive measurable AI visibility.
Bright Data
Scribble NetworkScribble Network's answer:
Some of our biggest customers include RocketX, BOB, Base, Fuel, Mantle
Scribble Network's answer:
Scribble is not just an analytics tool. Itโs an AI visibility + execution platform.
Most GEO tools can tell you whether youโre visible. Scribble tells you why youโre not and also helps fix it.
We:
measure AEO/GEO visibility across AI tools
identify content gaps that impact citability
activate creator-led campaigns to fill those gaps
Scribble Network's answer:
Scribble is built for people who are both navigating the same shift from traditional search to AI-generated answers.
For brands and teams:Tech companies who want to show up in AI answers, not just Google results.
Marketing and growth teams getting ahead of AI search before competitors do
Founders who want to know exactly how and whether their brand is being cited by AI
Scribble Network's answer:
ScribbleAI is built on a modern and scalable tech stack designed for performance, reliability, and seamless web3 integrations.
Frontend: Next.js, React, and Tailwind CSS for a fast, responsive, and polished user experience.
Backend: NestJS and TypeScript powering a scalable and maintainable backend architecture.
Database & Infrastructure: Supabase (Postgres) for database management and backend infrastructure, with Redis for caching and performance optimization.
Web3 Infrastructure: Integrated multichain wallet support powered by Alchemy and Web3Auth, enabling seamless blockchain interactions and secure wallet recovery.
Authentication & External Services: Google and Twitter social logins, along with Resend for transactional email delivery.
Payments: Stripe for secure global payment processing and subscription management.
Analytics & Product Insights: PostHog for product analytics and user behavior tracking.
We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.
Based on our record, Bright Data seems to be more popular. It has been mentiond 45 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Happy to offer a counter of some great products for anti-bot defeat: https://brightdata.com/ https://www.zenrows.com/ https://www.capsolver.com/ https://scrapfly.io/ hundreds of millions of residential ips, human browser fingerprints, custom browser binaries, auto solve of turnstyle, recaptcha v3, kasada, datadome, AWS WAF, etc if they come up. - Source: Hacker News / 29 days ago
The best web scraping tools 2026 leaderboard hasn't changed; the gap has narrowed. Bright Data remains the safest bet for any team that wants to spend time on the data, not on the scraping. The 660-scraper library, 400M-IP network, pay-per-success pricing and unlimited concurrency are still uncontested at the high end. - Source: dev.to / 3 months ago
Infrastructure Pass-Through (OpEx) Data extraction at scale is infrastructure-heavy. Bypassing modern Web Application Firewalls (WAFs) requires high-quality residential proxies, CAPTCHA solvers, and substantial browser-automation compute resources. Services like Bright Data charge significantly by the gigabyte for premium residential IPs. These variable infrastructure costs must be passed directly to the client,... - Source: dev.to / 4 months ago
Bright Data has successfully defended web scraping in U.S. Courts and offers LinkedIn datasets pre-collected and ready to download. LinkedIn profile data on their dataset marketplace runs around $250 per 100,000 records. The freshness caveat is real: bulk datasets are snapshots, not real-time. If you need current job titles on a rolling basis, you're better with an enrichment API than a one-time dataset pull.... - Source: dev.to / 4 months ago
Bright Data built an open-source demo that solves this. It's called the Signal Terminal, a financial research tool built around that problem. - Source: dev.to / 5 months ago
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