A developer might (and if you did some right steps probably will) encounter an AI-generated summary of your product before they visit your website.
Recommendations from colleagues, Reddit discussions, and tutorials help developers discover tools. AI search adds another route: developers can describe their stack, budget, and requirements, then ask an assistant for a shortlist.
Answer engine optimization (AEO) aims to improve how your company appears in those answers. It combines accessible product information, content that answers buyers’ questions, and monitoring of how AI systems describe your tool.
You could call it “SEO for robots,” but the carbon-based life forms still make the decision. Someone evaluating an observability tool needs to understand its integrations, data hosting options, and pricing. Clear answers help developers assess fit and give AI assistants information to draw on.
An AEO agency working with developer tools needs enough technical understanding to explain your product and its limitations. This article compares five agencies based on their experience with developer audiences, technical content, and AI search visibility.
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Agency |
Best fit |
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Developer tools that need technical content, distribution, and AEO measurement together |
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Teams that need technical SEO and website work alongside AEO |
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B2B software companies building a wider search and content program |
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Developer tools that need content as part of a broader marketing program |
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Teams that want to understand their visibility and developer adoption before investing in more content |
1. Literally.dev — best for technical content with AEO built in
Literally.dev works with developer tools, infrastructure companies, and other technical products. Its core team handles strategy and editing, while engineers and subject experts create the content. That matters when an article needs to explain how a tool works in a real development workflow.
The agency examines the questions prospective users ask and how AI assistants currently answer them. It then creates technical content, distributes it beyond the client's own site, and checks whether the answers change. Its AEO service brings those steps together rather than treating visibility as a final check after publication.
Literally.dev is the strongest fit on this list for a developer tool company that wants one partner to handle technical writing, distribution, and measurement. The value is in connecting those tasks: the content must help a developer assess the product, while the agency checks whether that explanation reaches people through search and AI answers.
2. LoudFace — best when the site needs work too
LoudFace combines AEO with technical SEO and website services. Its developer tool work looks at the marketing site, documentation, and other places where someone might evaluate a product. It also develops comparison pages and addresses problems that make content hard to find or interpret.
This makes LoudFace a good option when the site itself is holding the product back. If important pages need restructuring or the documentation is difficult to discover, ask what the agency would change in addition to producing new content.
3. Discovered Labs — best for a broader software search program
Discovered Labs works across B2B software. It combines search strategy, content production, technical SEO, and off-site promotion with AI visibility measurement.
Its scope suits a company that wants to build a larger organic search program, with AEO included in the work. Its positioning is broader than developer tools, so a technical product team should ask for relevant examples and see how the agency checks product and code claims before publication.
4. Hackmamba — best for wider developer marketing
Hackmamba works on technical content and documentation alongside developer community programs, events, and paid campaigns. It also includes AEO and AI search in its content services.
Consider Hackmamba if the problem extends beyond being found. A developer tool may need better onboarding, community participation, or campaigns to support adoption. If AEO is the main goal, ask how much of the proposed work will focus on it and how the agency will assess progress.
5. EveryDeveloper — best for finding the real bottleneck
EveryDeveloper focuses on technical content strategy and developer experience. Its visibility assessment looks at whether a tool appears when developers ask relevant questions. It also considers what happens when a developer tries to use the product.
That approach is useful when it is unclear where users drop off. The issue might be that the tool is rarely recommended, that its documentation does not explain it well. EveryDeveloper can help identify the gap before a team commits to a content program. Ask what support is available to carry out the recommendations.
Frequently asked questions
How is AEO different from SEO?
SEO helps people find pages through search. AEO also considers whether a product appears accurately in an AI-generated answer. The work overlaps: useful content and a clear, accessible website help both. Google says its existing SEO practices still apply to its AI search features. Google Search Central
Does AEO mean writing for AI instead of developers?
No. A comparison that hides limitations or a tutorial that does not work will not help someone choose a tool. Start with the information a developer needs, then make it easy to find and understand.
What content should a developer tool improve first?
Look at the questions that come up during evaluation. Integration guides, documentation, comparisons, and deployment information are useful places to start when they answer those questions. Update incorrect or missing details before adding more pages.
How can we tell whether AEO is working?
Test the same buyer questions over time. Check whether your product appears, whether the description is accurate, and which sources an assistant uses. Also watch what happens after discovery, such as relevant visits and product signups. One favorable answer is not a reliable measure of progress.
Which agency should a developer tool company choose?
Choose according to the work your team cannot cover. If you already have technical writers but need site improvements, look for search and website expertise. If you need someone to create credible developer content, get it in front of the right audience, and check how your product appears in AI answers, Literally.dev brings those tasks together.
Disclaimer: This article is paid content. HackerNoon’s editorial team has reviewed it for clarity and quality standards, but the views, claims, benchmarks, and comparisons expressed are solely those of the sponsor, and HackerNoon assumes no responsibility for third-party assertions contained in sponsored content.