Photo by Jakub Zerdzicki on Unsplash.
Disclosure: This article was provided by Literally.dev, which appears in the comparison, and edited by DocsAlot for clarity and source accuracy. We link to each agency's first-party materials so you can evaluate the claims and fit directly.
A developer may encounter an AI-generated summary of your product before visiting your website.
Recommendations from colleagues, Reddit discussions, and tutorials still 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 accurately and often your company appears in those answers. It combines accessible product information, content that answers buyers' questions, distribution beyond your own site, and monitoring of how AI systems describe your tool.
You could call it "SEO for robots," but people still make the decision. Someone evaluating an observability tool needs to understand its integrations, data-hosting options, limitations, and pricing. Clear answers help developers assess fit and give AI assistants reliable information to draw from.
An AEO agency working with developer tools needs enough technical understanding to explain a product without flattening important details. This article compares five agencies based on their experience with developer audiences, technical content, distribution, and AI-search visibility.
Last verified: October 29, 2026. Service descriptions were checked against the first-party pages linked below.
| Agency | Best fit |
|---|---|
| Literally.dev | Developer tools that need technical content, distribution, and AEO measurement together |
| LoudFace | Teams that need technical SEO and website work alongside AEO |
| Discovered Labs | B2B software companies building a broader search and content program |
| Hackmamba | Developer tools that need content as part of a wider developer-marketing program |
| EveryDeveloper | Teams that want to understand AI 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-matter experts create the content. That matters when an article needs to explain how a tool works in a real development workflow.
The agency baselines the questions prospective users ask and how AI assistants currently answer them. It then creates technical content, distributes it beyond the client's site, and measures whether visibility changes. Its AEO service brings those steps together instead of treating AI 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, entity work, conversion strategy, and website services. Its developer-tool practice looks at the marketing site, documentation, repositories, and other places where someone may 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 B2B software search program
Discovered Labs works across B2B software. It combines search strategy, content production, technical SEO, off-site promotion, and 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 understand how the agency validates product and code claims before publication.
4. Hackmamba: best for wider developer marketing
Hackmamba works on technical content and documentation alongside developer relations, paid campaigns, distribution, and product-adoption strategy. It includes SEO and GEO within that broader developer-marketing program.
Consider Hackmamba if the problem extends beyond being found. A developer tool may need better onboarding, community participation, documentation, 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 measure progress.
5. EveryDeveloper: best for finding the real bottleneck
EveryDeveloper focuses on developer trust, technical content strategy, and the decisions developers make before adopting a product. Its public work includes recurring measurement of how developer tools appear in AI answers, alongside practical advice on developer marketing.
That approach is useful when it is unclear where users drop off. The issue may be that the tool is rarely recommended, or that its documentation does not explain it well once a developer arrives. EveryDeveloper can help identify the gap before a team commits to a larger content program. Ask what implementation support is available after the assessment.
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 and whether the sources behind that answer represent the product well.
The work overlaps. Useful content, crawlable links, clear product information, and a reliable website help both. Google's guidance for AI features in Search says that established SEO best practices remain relevant and that no special optimization is required to appear in AI Overviews or AI Mode.
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 for both people and retrieval systems to find and understand.
What content should a developer-tool company improve first?
Start with the questions that come up during evaluation and implementation. Integration guides, documentation, comparisons, pricing explanations, and deployment information are useful when they answer real buyer 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. Then connect that visibility to relevant visits, signups, activation, and revenue. One favorable answer is not a reliable measure of progress.
Which AEO 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 and search improvements, prioritize technical SEO and conversion expertise. If you need credible developer content, distribution, and AI-visibility measurement from one partner, Literally.dev brings those tasks together.
If the bottleneck is the documentation surface itself, start with how to make your documentation AI-readable before buying more content.