Alchemy AI Search Results & Metrics
Key answer
Alchemy achieved 7x — Higher signup rate from AI-referred visitors compared to other traffic sources; 3x — Increase in AI's share of self-attested signups in one year; AI — Is the single largest acquisition channel; 23% — Increase in AI visibility through a human-led Answer Engine Optimization program with Anthroly. Alchemy needed a way to track and shape how their blockchain development platform appeared in AI-generated answers. They partnered with Anthroly to build an AEO strategy that drives a 7x higher signup rate than other inbound channels.
Searching for Alchemy AI search results? This page isolates the documented metrics and outcomes from Anthroly's Alchemy case study so marketers can evaluate the impact of AEO quickly.
Alchemy AI search results at a glance
These are the documented outcomes from the Alchemy customer story published by Anthroly. Every figure below comes from the full case study — not estimates.
- •7x — Higher signup rate from AI-referred visitors compared to other traffic sources
- •3x — Increase in AI's share of self-attested signups in one year
- •AI — Is the single largest acquisition channel
- •23% — Increase in AI visibility
What “winning” looked like for Alchemy
Alchemy needed a way to track and shape how their blockchain development platform appeared in AI-generated answers. They partnered with Anthroly to build an AEO strategy that drives a 7x higher signup rate than other inbound channels.
Context behind the Alchemy numbers
Alchemy is the leading developer platform for crypto, powering blockchain applications for builders at every scale, from solo developers to companies like Robinhood, Stripe, Visa, Coinbase, and Polymarket. Their product suite spans blockchain infrastructure, data APIs, and transaction tooling across 100+ chains. As agentic applications increasingly run on top of crypto rails, Alchemy is building the infrastructure and tooling these applications depend on.
Additional detail from the Alchemy program
With Alchemy's dozens of tools and new ones shipping constantly, mapping LLM performance was no small task. Unlike web traffic, where a homepage serves as a reliable proxy for brand awareness, AI tools link developers to the pages that answer their questions, such as docs, blog posts, and product pages. Max needed to understand how each product showed up in AI-generated responses across Alchemy's entire content surface, and where to sharpen its positioning to win qualified leads.
Supporting narrative from the case study
He knew that building an AEO practice from scratch would depend on sustained focus and deep expertise. But that level of commitment would have quickly consumed his team's bandwidth. Instead, Max looked for a partner who could deliver both the technology and the playbook.
How the results compounded
Max Crawford, Growth Marketing Manager at Alchemy, was increasingly seeing blockchain developers turn to AI tools like Claude and ChatGPT to build crypto applications. It was a clear signal that LLMs could become a key inbound driver for the company. To capture the full potential of this high-conversion channel, however, required AI visibility insights.
Why these metrics matter for AI search
For brands in competitive categories, AI answer visibility influences shortlists before a sales conversation starts. Alchemy's reported 7x (Higher signup rate from AI-referred visitors compared to other traffic sources) shows why teams treat Answer Engine Optimization as a growth channel — not a side project.
- •Buyers ask ChatGPT, Claude, Perplexity, and Google AI Overviews before visiting vendor sites
- •Citation share and accuracy affect whether your brand is recommended or skipped
- •Documented results help marketers justify AEO investment internally
Who searches for Alchemy AI search results
This page is written for marketers, founders, and operators comparing AEO vendors or studying Alchemy's AI visibility gains. If you need product docs or pricing for Alchemy, use their official site — Anthroly publishes the customer-story angle only.
Read the full Alchemy story
This results page is a focused metrics hub. For the complete problem → approach → outcome narrative, quotes, and timeline, see the full Alchemy case study on Anthroly.
From the Alchemy story
“Developers increasingly begin their research in Claude, ChatGPT, and Gemini. Anthroly enables us to track where we win in those conversations, and where to push next.”
“AI-referred traffic to Alchemy was climbing every quarter. We needed to get ahead of that channel rather than chase it.”
FAQ: Alchemy AI Search Results
What results did Alchemy achieve with Anthroly?
Alchemy reported: 7x — Higher signup rate from AI-referred visitors compared to other traffic sources; 3x — Increase in AI's share of self-attested signups in one year; AI — Is the single largest acquisition channel; 23% — Increase in AI visibility. Full context is in the Alchemy case study.
Where do the Alchemy AI search metrics come from?
They are taken from Anthroly's published Alchemy customer story (2026-05-15). This page restates those documented outcomes for searchers looking specifically for results.
Can my company get similar AI search results to Alchemy?
Results vary by category, starting visibility, and execution speed. Anthroly runs the same class of human-led AEO work — visibility monitoring, content, citations, and iteration — tailored to your brand.
Is this an official Alchemy page?
No. This is an Anthroly customer story page about Alchemy's AI search / AEO results. For product information, visit Alchemy's own website.
This is an Anthroly customer story page about Alchemy's AI search / AEO results. It is not the official Alchemy website. For product information, visit alchemy.com.