Your Developer Go-to-Market Is Optimized for the Wrong Words
- Tom Williams
- 6 minutes ago
- 4 min read
Tom Williams, CEO
Every few months, a new category emerges in developer tooling. A term gets coined, press coverage follows, and within weeks it appears in analyst reports, conference keynotes, and LinkedIn posts. The category-building playbook is working.
Then we look at Reddit.
The developers who will actually build on the infrastructure, evaluate the tools, and recommend them internally are having a completely different conversation. They’re using a completely different language on totally different channels. That carefully crafted category term? Nowhere to be seen.
We see this pattern repeatedly. A company invests months positioning a new category term.
Analysts adopt it; press repeats it; competitors follow. Success, or so it seems. But when we pull developer conversational data across Reddit, Discord, Stack Overflow, and GitHub discussions, there are barely any mentions of the category term. Instead, thousands of developers are talking about the exact same problem. Just not in your language.
The product isn’t wrong. The language being used to position it is.
The Data: Two Conversations, Two Rooms
This isn’t a one-off. Across multiple developer markets, the same pattern appears: category language lives in press, analyst reports, and LinkedIn; practitioner language lives in Reddit, forums, and technical communities. These aren’t overlapping audiences using slightly different words. They’re entirely separate ecosystems. Here’s how that shows up across a few different categories.
AI Payments
“Agentic commerce” is primarily discussed in editorial channels and on LinkedIn, with little traction in developer-native communities like Reddit. In contrast, more technical terms like “x402,” “agentic stablecoin,” or “agent wallets” surface richer conversations across developer-centric communities, including Reddit, Discord, and specialized forums.
Term | News | Pattern | |
Agentic Commerce | ~82k | Minimal | Press-driven |
X402 protocol | ~3k | 2,056 | Community-driven |
Edge Computing
"Serverless at edge” is the marketing-friendly category term. “CDN workers” is what developers call the actual implementation.
“Serverless at edge” appears in product announcements and vendor positioning. Developers troubleshooting performance or comparing solutions talk about “CDN workers,” “edge functions,” and specific implementation patterns.
Term | News | Pattern | |
Serveless at edge | ~25k | 942 | 26:1 press driven |
CDN workers | ~8.2k | 5,971 | ~1:1 community driven |
Same space. Totally different visibility to developers.
The Analysis Why This Happens
Category terms are designed for analysts, buyers, and positioning. They work extremely well for those audiences. The problem is that developers don’t adopt them. Developers don’t use category language. They break concepts down into what they actually need to build. They talk about tools, workflows, protocols, and implementation details.
“Platform engineering” becomes “setting up dev environments.” “Agentic commerce” becomes “agent wallets” and “HTTP payment APIs.”
This creates two entirely separate conversations. Upstream (press, analysts, LinkedIn), the focus is on category definitions and market narratives. Downstream (Reddit, Discord, Stack Overflow), the focus is on implementation, tradeoffs, and real usage. Most companies optimize entirely for the upstream conversation. Meanwhile, the downstream conversation, the one that actually drives adoption, happens without them.
Developers aren’t silent. They’re just not using your language.
The consequences are more structural than they first appear. Documentation is written in category language, blog content is built around invented terminology, and SEO and GEO strategies are optimized for branded terms that practitioners rarely search for.
As a result, when a developer searches Reddit, asks in Discord, or turns to ChatGPT with “how do I solve this problem,” none of that carefully crafted content surfaces. Developers are not searching for the category. They are searching for the problem itself.
This is not just a language issue, but a distribution failure driven by language. The outcome is a go-to-market that performs well against upstream metrics such as press mentions, analyst coverage, and LinkedIn engagement, while remaining effectively invisible to those making build decisions. The real test is simple: when a developer searches for a solution in their own words, do you appear?
What Developer Marketing Teams Need to Do Now
Closing that gap requires treating vocabulary as a strategic asset, not an afterthought. In practice, that means:
Use social listening to map practitioner language. Analyze Reddit, Stack Overflow, GitHub, and Discord before finalizing positioning. Look for how developers actually describe the problem, not just the exact terms, but synonyms and related phrases. This gives you the language that already exists, instead of inventing your own.
Audit your content through practitioner language. Take your last 10 blog posts, your docs homepage, and your SEO strategy. Search Reddit and Stack Overflow using those exact terms. If nothing shows up, you’re invisible to practitioners.
Build a vocabulary system, not a slogan. Use category language for press and analysts. Use practitioner language everywhere developers encounter you: docs, tutorials, SEO, GEO prompts, community engagement.
Optimize for how developers actually search. SEO should target “how to set up dev environments,” not just “platform engineering solutions.” GEO strategy should anticipate “best tools for agent payments,” not “agentic commerce platforms.”
Make your docs discoverable in their language. When someone pastes an error into ChatGPT or searches Stack Overflow for help, your documentation should surface. That only happens if it matches how they describe the problem.
Measure presence, not just visibility. Track the things that matter: When someone asks “what should I use for [problem],” does your product get mentioned? When someone searches Reddit for implementation help, do your docs appear? When someone prompts ChatGPT, are you in the response?
The press war is relatively easy to win: hire the right agency, brief the right analysts, and get your executives on the right conference stages.
The practitioner war is far harder. It requires accepting that the language you spent months building isn’t necessarily the language your users speak and being willing to change your blog, your docs, your search strategy, and your GEO optimization to match the vocabulary of your users, not your press room.
You can dominate your category and still be invisible to the people who matter. Not because your product isn’t good, but because when developers search for solutions, you’re not speaking their language.
