Alchemy Answer Engine Optimization (AEO) Strategy
Key answer
Alchemy's AEO strategy focused on measurable AI search visibility and recommendation quality. 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.
This page summarizes the Answer Engine Optimization strategy behind Anthroly's Alchemy customer story — for marketers researching how Alchemy approached AI answers, citations, and visibility.
Why Alchemy needed an AEO strategy
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.
Alchemy's Answer Engine Optimization focus
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. Anthroly partnered with Alchemy to treat AI answers as a measurable discovery channel — alongside classic SEO.
- •Story chapter: Overview
- •Story chapter: Winning inbound as developers turn to LLMs
- •Story chapter: Finding the right AEO partner
- •Story chapter: Turning AI-powered search into a high-conversion channel
- •Story chapter: Capturing qualified developers with actionable AEO insights
- •Story chapter: Optimizing content for how LLMs think
Strategic pillars reflected in the Alchemy story
While every program is customized, the Alchemy narrative highlights these AEO pillars:
- •Measure how answer engines mention and cite the brand
- •Improve source content and evidence AI systems can trust
- •Build workflows so insights turn into published updates quickly
- •Track outcomes with clear visibility and business metrics
What changed for Alchemy
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.
Execution notes 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.
Outcomes that validated the strategy
Strategy only matters if results move. Alchemy's documented outcomes:
- •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
AEO vs SEO for teams studying Alchemy
SEO improves rankings and clicks. AEO improves how AI systems recommend and cite a brand. Alchemy's story shows both layers reinforcing each other when content, accuracy, and authority are managed together.
Further detail from Alchemy's journey
Max outlined three criteria to guide his evaluation:
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 AEO Strategy
What was Alchemy's AEO strategy?
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. See the full Anthroly case study for the complete strategy narrative.
Did Alchemy use Answer Engine Optimization or only SEO?
The published story centers on AI search / answer engine visibility and related workflows — the core of AEO — while still respecting classic search foundations.
Where can I read Alchemy's full AEO case study?
On Anthroly at /customers/alchemy, including metrics, quotes, and the end-to-end story.
What results did the Alchemy AEO work produce?
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.
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.