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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.
Apollo.io 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 use Apollo with our Sales and BDR team to manage our cold outreach. The strength of the platform is the sequences and cadences that you can set up. Compared to other tools we have used in the past like Salesloft the UI is much easier to navigate. The main limitation is that the quality of data isn't as vast and often I can find prospects on Linkedin but not in Apollo.
Based on our record, Apollo.io seems to be more popular. It has been mentiond 69 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.
Personal email domains destroy this. Clearbit's Enrichment API returns a null company when it hits gmail.com. Apollo routes personal domains straight to a consumer bucket and skips B2B fields entirely. Even PDL's /person/enrich endpoint โ the most permissive of the major providers โ gives you around 32% hit rate on Gmail addresses versus 74% on corporate domains. I measured this across 6,200 signups for a... - Source: dev.to / 3 months ago
A few things worth flagging: PDL beats Clearbit's historical rates for US and Western European companies, but drops to ~52% match rate for Japan and South Korea specifically. Apollo underperforms on raw company matching but returns significantly more contacts per domain in Prospector-style queries than Clearbit's Prospector ever did โ the tradeoff is more stale titles in the result set. Hunter.io is fast and cheap... - Source: dev.to / 3 months ago
One thing comparison guides consistently get wrong: Clay is not an enrichment API. It's a waterfall orchestration tool that calls People Data Labs, Apollo, Clearbit, and others in sequence for you. It's useful, but it adds 2โ8 seconds of latency per row in my runs and costs more per match than going direct. For a CRM webhook flow where you need sub-second enrichment calls, Clay is the wrong layer to hit first. - Source: dev.to / 3 months ago
Last year I ran the same LinkedIn Sales Navigator export through three enrichment APIs. Apollo matched 61% of the emails. Hunter.io matched 54%. An OSINT-first pipeline I'd built in n8n โ pulling from public sources before hitting any paid API โ matched 79% and cost roughly $0.003 per contact. The delta wasn't magic. It was sequence. - Source: dev.to / 4 months ago
Despite having its LinkedIn Page removed in 2025, Apollo remains a functional enrichment and outreach platform with 275M+ contacts. The free tier includes 10,000 credits and the $49/month basic plan is the cheapest entry point for a combined enrichment-plus-sequencing workflow. Apollo's data collection methods have attracted LinkedIn's attention, but the product continues to operate. The risk I'd assign it:... - Source: dev.to / 4 months ago
ZoomInfo - ZoomInfo is a B2B database providing detailed business information on people and companies.
Writesonic - If youโve ever been stuck for words or experienced writerโs block when it comes to coming up with copy, you know how frustrating it is.
Lusha - Search less. Sell more.
Gauge - Gauge is a free and open source test automation framework that takes the pain out of acceptance...
Hunter.io - Find all the email addresses related to a domain
SEMRush - All-in-one Marketing Toolkit for digital marketing professionals.