Escaping the Platform Tax
For the last eight years, I have built automation and AI systems for high-growth companies. Throughout that time, I have watched brilliant Go-To-Market teams repeatedly hit the exact same wall.
The barrier was never the technology, and it certainly was not a lack of hustle. The barrier was the data layer. More specifically, it was the platform tax.
We are in a fundamentally new era of software. AI has completely collapsed the cost of building GTM workflows. Today, a two-person team armed with Claude and an API key can ship sophisticated data pipelines that previously required a dedicated RevOps engineer and a five-figure software contract.
Yet, while the execution layer has been democratized, the data layer has not. Revenue teams are still paying an exorbitant premium to platforms that act as gatekeepers to publicly available information. When you pay $0.05 or more for a single LinkedIn profile lookup on a standard GTM platform, you are not paying for the data. You are paying a platform markup.
That gap is what we set out to destroy.
From Feature to Foundation
Two months ago, we shipped TexAu Enrich based on a simple thesis. Sales teams should not pay a platform markup for data.
The product worked. More than 200 teams immediately integrated it into their workflows. However, as a founder, you have to be honest when your strategic framing misses the mark. The name failed the vision.
"TexAu Enrich" sounded like a feature: a checkbox buried inside someone else's walled garden. But this technology was never meant to be locked to TexAu, or to any platform at all. To be truly valuable, a data layer must be completely agnostic.
Today, we are decoupling it. TexAu Enrich is now RichAPI.
If you are already building on Enrich, your integrations will continue to work seamlessly. This is not a rebuild. It is a realignment of our vision. RichAPI now stands entirely on its own at richapi.ai.
The Architecture Behind the Economics
RichAPI ships with over 55 endpoints behind a single API key, providing comprehensive B2B data, waterfall email sequencing, direct dial phone numbers, and alternative signals from YouTube, Reddit, and Google Maps.
With a bulk commitment, a LinkedIn profile enrichment on RichAPI costs $0.003.
Getting the unit economics down to a fraction of a cent was not achieved by cutting corners. It was achieved through three foundational architectural decisions:
Aggregated Routing, Not Scraping: We do not rely on a single point of failure. RichAPI operates as an intelligent router connected to 50+ specialized data vendors. Every request is evaluated in milliseconds and routed to the vendor possessing the highest-fidelity answer at the most efficient price point.
Zero-Storage Infrastructure. No databases, no caches, no warehouses of stale records quietly rotting over time. Every single response is fetched fresh, in real time, just when you ask for it.
Success Based Pricing: You pay only for results If a lookup returns an empty row, you pay nothing. The era of burning credits for null data is over.
Stress-Testing the Architecture
When you build a product that structurally attacks the primary revenue stream of established platforms, sophisticated operations leaders and enterprise buyers will rightly stress-test the architecture.
Here are the specific counter-arguments the market will raise, and exactly how our infrastructure neutralizes them.
1. The Real-Time Routing Fallacy
Querying 50+ vendors in real-time adds a huge amount of latency. If an enterprise user attempts to enrich a 250,000-row CSV, synchronous API calls will result in timeouts. Furthermore, relying on multiple vendors introduces significant downtime risk.
The Reality: The market has been trained to accept fast, inaccurate data over highly accurate data.
The Cost of Data Decay: An email that bounces, or a message sent to a prospect who left the company three months ago, is vastly more expensive than a few hundred milliseconds of API latency. Real-time routing guarantees the freshest signal.
Asynchronous Enterprise Scale: We do not rely on fragile synchronous calls for massive datasets. RichAPI has a powerful asynchronous queue and webhook integrations designed for scale.
Dynamic Fallback When our highest-fidelity provider for a given data point goes down, our router automatically and silently reroutes traffic to the next highest-fidelity vendor, no downtime to your pipelines
2. The Data Schema Challenge
Having data from 50 different vendors means 50 different data schema. Offloading data normalization to the end-user is an operational nightmare that breaks automated workflows.
The Reality: RichAPI is not a dumb pipe. It is a universal translation layer.
The Unified Schema: Regardless of whether Vendor A outputs "Vice President of Sales" and Vendor B outputs "VP Sales," RichAPI forces all incoming data into a single, strictly typed JSON schema.
Build Once, Run Anywhere: When your RevOps engineer writes a script against RichAPI, they write it exactly once. The $0.003 buys the raw data and the rigorous data engineering required to normalize it.
GTM platforms charge a premium because they provide a user interface, workflow tools, and team collaboration features. Stripping away the platform limits the market strictly to highly technical engineering teams.
The Reality: We are commoditizing the backend, not attacking the orchestration layer. We believe you should use the best UI for your team, but you should not overpay for the data feeding it.
The TexAu Integration Advantage: If your team requires a robust visual platform, RichAPI integrates seamlessly into your current stack. If you plug your RichAPI key into TexAu, the platform orchestration essentially becomes free. You can utilize TexAu's complete automation suite for less than one coffee a week, inviting your entire team to collaborate.
White-Glove Support: You are not left to figure it out alone. If you need to handle large data sets, manage team access, or if you simply prefer not to deal with APIs or MCP directly, reach out to support. We will personally assist in integrating TexAu and RichAPI for your organization.
4. The Razor-Thin Margin Trap
$0.003 / profile pricing data leads to a race to the bottom. Relying on low-margin infrastructure prevents the development of a sustainable, high-growth company.
The Reality: The pricing strategy captures the foundational routing layer before expanding into high-value intelligence.
Nailing the core: Our wedge is best-in-class unit economics on commodity data It makes RichAPI the default infrastructure layer for high-growth companies.
Marketplace Expansion: Once we own the routing layer, the API marketplace will introduce proprietary, high-value endpoints (deep intent signals, complex tech-stack analysis, non-public intelligence) where margins expand significantly.
The True Cost of Your Current Stack
Strategic capital allocation requires looking at the raw math. Run this comparison against your current stack, whether you use Clay, Apollo, or any other credit-based system.
If your current vendor charges $0.02 per enriched profile, the structural disadvantage looks like this:
Monthly Volume | Cost at $0.02 / Profile | Cost with RichAPI ($0.003) |
|---|---|---|
10,000 profiles | $200 | $30 |
50,000 profiles | $1,000 | $150 |
250,000 profiles | $5,000 | $750 |
You receive the exact same data, in real-time, at roughly one-seventh the cost. Keep your current orchestration platforms. Let RichAPI feed them, ensuring the data line item stops being the bottleneck to your scale.
Chat is the New IDE
We are building for where the industry is going. Because natural language interfaces are rapidly becoming the default environment for GTM engineering, RichAPI plugs directly into Claude, Cursor, and VS Code over MCP (Model Context Protocol).
We have also released RichAPI GTM Skills: prebuilt capabilities that allow you to construct complete pipelines inside Claude and other MCP-enabled platforms.
You no longer have to wire a pipeline. You simply describe it. Instructing your AI to "Take this CSV of domains, find the VP of Sales at each, and get verified emails" is now a fluid conversation, not a multi-week engineering sprint.
The Long Game: A B2B Marketplace
These 55+ endpoints are just step one.
Step two is the creation of a definitive B2B API marketplace. We are opening RichAPI for other data companies to list their endpoints. The goal is a unified ecosystem: one API key, one billing relationship, and access to every GTM data source on the market.
In this model, vendors will be forced to compete on pure accuracy and price, rather than hiding their margins behind opaque platform bundles. This is about putting the leverage back where it belongs: in your hands.
The Invitation
I am building this because the GTM data layer should be affordable, real-time, and loyal to no platform, including our own.
You can visit richapi.ai today and make your first call. The pricing is entirely public, and there are no restrictive contracts to sign. Because it is early, and because I am deeply invested in seeing teams build highly efficient growth engines, I am making two standing offers to the founders and operators reading this:
Custom Bulk Economics: If you are operating at high volume, reach out to me directly. I will personally price a bulk commitment that radically improves your unit economics.
Direct Pipeline Architecture: Tell me the exact GTM pipeline you are attempting to build. I will personally help you wire it into Claude, Clay, TexAu, or whatever orchestration tool your team relies on.
This is the first issue of Pipeline Plumbing. Moving forward, expect rigorous teardowns of real GTM pipelines, transparent cost analyses, and updates as we ship new endpoints.
Thank you for reading. Let's build.