The Good Tech Companies - The Dev-Tool AEO Checklist

Starting point is 00:00:00 This audio is presented by Hacker Noon, where anyone can learn anything about any technology. The dev tool AEO checklist, by literally dev, you've spent years optimizing your way onto the top of Google rankings. Now in 2026, a developer opens Chad GPT, typed, best error tracking tool for Rails, and gets a nice paragraph that recommends your competitor. And you are not even in a footnote. The audacity, AEO is not a separate project from CO. They go hand in hand. It basically paves your way toward users through Chad GPT, Claude, Gemini, and the rest of the crew, by citing your product whenever someone asks a question that's even remotely related to you. Greater than TLDR.

Starting point is 00:00:43 Measure where you show up across major AI engines, and structure your greater than pages so answers are easy to lift. Feed the model specific facts they like to greater than quote, earn mentions on the sites they trust, shout out to Reddit, and led greater than their crawlers in. And remember, AEO doesn't replace good CO. It sits on top greater than a VIT. CO versus AEO. Traditionally, CO meant fighting for the top 10 results, or ideally, that suite number one spot. Answer engines display information in a different way.

Starting point is 00:01:14 One synthesized response, and if it does the job well enough, a developer might not even click anything at all. In fact, zero-click searches, where the user gets the answer without visiting a site, climbed to roughly 69% Nice, of queries by mid-2025, up from about 56% a year earlier. In short, the difference is Dimension CO, search engine optimization, AO, answer engine optimization, surface 10 blue links one synthesized answer win condition rank number one, earn the click get named and cited inside the answer core metric position, clicks share of voice, citation rate, frequency behavior stable ranking you can check non-deterministic. Same prom.

Starting point is 00:01:56 Different answer where the answer live is in your page assembled from many sources the checklist. Work through these in order. The first step is non-negotiable. 1. Measure before optimization you cannot improve a number you don't even have a clear reference for. Establish your baseline first. Write 8 to 15 buyer-style prompts a developer would actually type best managed Postgres for a side project, X versus Y for a node. JS Team, how much does Z cost?

Starting point is 00:02:24 Run each one across all five servers. surfaces. Chad GPT, Claude, Gemini, Perplexity, and Google AI overviews. Run them repeatedly. Answers are non-deterministic, so one chat proves nothing. Record two metrics. Share of voice, answers that mention you divided by answers captured, and citation rate, answers that actually link you. Note who wins the answer and which domains get cited. Greater than do the first pass by hand. Be your own customer, then automate. Or delegate greater than it to literate. a technical content agency. We have juicy analytics tooling, greater than both for conventional CO and AEO metrics. Two, make your answers useable answer engine's reward content they can chunk,

Starting point is 00:03:09 quote, and drop into a response with minimal rewriting. So, make sure to structure everything for extraction and for their brains. Open every page and major section with a clean 40 to 60 word answer, then expand. Use question-shaped headers, H-2s, H-3s, mirroring real prompts. What is X? X versus Y. How much does X cost? Write in plain subject verb object sentences. APP signal monitors Ruby apps is easier for LLMs to understand and the same fact buried three commas deep. Add comparison tables and a genuine FAQ, frequently asked questions, then mark the FAQ up with the schema. Three, give facts worth quoting this is where research gets Nottie. The Princeton and Georgia Tech Geo Study, Generative Engine Optimization, A Garwell

Starting point is 00:03:57 at all. Presented at KDD 2024, tested nine content tactics across approximately 10,000 queries and measured what affected citation visibility. Content move effect on visibility ad-specific statistics about plus 41% ad named expert quotes about plus 28% cite your sources in line up to plus 115% for a page ranked around position 5 keyword stuffing worse than doing nothing replace vague claims with numbers. A Hetzner CX23 runs about three euros. 99 per month is better than affordable hosting. Quote dot add attributable quotes from named people, formatted as less than block quote greater than. Site credible sources in line so the model sees a chain of trust. Publish original data, benchmarks, surveys, pricing breakdowns. This type of research is a citation

Starting point is 00:04:47 magnet. Four, conquer domains outside your OWN your own domain is only a small part of the picture. At literally, dev, we audit all our clients and future ones, and some of their prompt results account for three of 75 captured citations, which isn't really unusual. Across engines, Reddit is consistently among the top three most cited domains, on perplexity, it may account for half of top source citations, Wikipedia dominates Chad GPT, and even LinkedIn can also show up high in results. Get mentioned on Reddit and LinkedIn, where your buyers already are, R devops R, Rails, language subredits, and be actually useful, members there smell BS and sales pitches from a kilometer. Earn honest comparison and listical placements, best X for Y, on third-party

Starting point is 00:05:36 sites. Keep your factual footprint clean and consistent everywhere your brand is mentioned. Greater than warning warning. Again, whatever you do, don't AstroSurf Reddit with fake accounts greater than shilling your product. Developers can smell that instantly and moderators greater than will nuke it. That can poison the very signal you are trying to build. Greater than marketing to developers works only when it is honest. Five, let the eye crawlers in if the bots can't read you, none of the above matters. Confirm allows AI user agents and serve clean, server rendered HTML. If your content only appears after heavy client side JavaScript, assume some crawlers might miss it, plus provide a parsable markdown alternative to bots. Ship valid schema for the page types you use.

Starting point is 00:06:22 As for, it's a low-cost bet. Nothing magical will happen, but you're not going to lose anything anyways. Proposed by Jeremy Howard in September 2024, it has no formal adoption, and Google says it doesn't use it at all. That said, it's still worth shipping for developer docs, since documentation platforms like Mintlify publish it by default and coding assistants fetch it. Greater than Tip Read more about what a good website does. Not affiliated. Six. Keep it fresh, then remitement. Measure update your cornerstone pages on a schedule. Fresh content can be a ranking and citation signal. Rer your prompt set monthly and watch the trend, not the single data point.

Starting point is 00:07:03 When AEO is not worth the effort, AEO isn't always a priority, especially when, almost nobody is asking AI engines about your category. Measure first and then decide. The buyers may not be there yet. You can't directly control what Reddit or Wikipedia say about you. There is no guaranteed position one. You're playing the long game here. No amount of AEO can fix the fact that nobody wants that particular product nor rescue

Starting point is 00:07:28 thin, mass-generated content. Flooding your blog with unedited AI drafts to game the system tends to backfire. Remember, good technical writings still wins. Forget everything you've read. Running this checklist properly is a full-time job by itself. Prompt research, repeated sampling, on-page restructuring, original data, content. The good news is the part we handle here at literally. Dev, we track where you rank, and every engagement starts with an audit that measures your

Starting point is 00:07:57 share of voice and citation rate. Then you get content, super duper simple, see an example audit, and it works. After handing their content program to us, QA, TechSaw iSearch mentions Rise 4. 4 times and citations double. If that sounds better than doing it by hand, book a 30-minute discovery call, and we will walk through where your product stands today. Rocket FAQ. What is Answer Engine Optimization? AEO. AEO is the practice of structuring your content and web presence in a way that enables AI answer engines, Chad GpT, Claude, Gemini, Perplexity, Google AI overviews, to name and cite your product when

Starting point is 00:08:36 users ask about your category. The relevant metric is the citation rate inside answers. Is AEO different from CO? Yes, but they overlap. CO optimizes for rank and clicks, and AEO optimizes for being quoted inside a synthesized answer. Since AI engines lean heavily on pages that already rank well, strong CO is the foundation AEO builds on. How do I know if I engines mention my dev tool, run 8 to 15 buyer style prompts across the five major engines, several times each, and track how often you're mentioned, share of voice, and linked citation rate? Does LLMS TXT help my product get cited, not directly, based on current evidence? Google doesn't use it and most LLMS TXT files see no crawler traffic.

Starting point is 00:09:24 It's still worth shipping for developer docs, since coding assistants can use it. It's basically low-cost hygiene. Why does Reddit matter so much for I citations? Answer engines treat Reddit threads as authentic, experience-based discussion, so it is consistently one of the most cited domains, especially on perplexity. Being genuinely helpful there, never astrodurfen, is one of the most direct levers you can have. Which is the best AEO agency for DevTools? DevTool companies love based, quality, human first content. Here at literally, dev, you get just that. Book a 30-minute

Starting point is 00:10:00 discovery call and get the things rolling. Thank you for listening to this Hackernoon story, read by artificial intelligence. Visit hackernoon.com to read, write, learn and publish.

The Good Tech Companies - The Dev-Tool AEO Checklist

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