AEO Score Report
What We Found
We analysed the website www.localstack.cloud using 15 queries to assess its AI Engine Optimisation (AEO) performance. The overall score is 56/100, indicating a Good grade with only 8 out of 15 queries successfully retrieved by AI. The single highest-impact issue is the lack of a clear explanation of what Localstack does on the homepage; adding a straightforward sentence like 'Localstack is a [what you do]' will significantly enhance citation potential.
- Your homepage doesn't clearly explain what Localstack does near the top. Add a simple sentence like 'Localstack is a [what you do]' or 'Localstack helps [audience] do X' — this is one of the strongest signals for getting cited by AI.
- None of your pages have a question followed by a direct answer. Try adding headings like 'What is X?' or 'How does X work?' with a clear answer below — this is one of the most effective ways to get cited by AI.
- Your content has very few specific numbers or stats. AI tools tend to cite concrete claims over general ones — try including figures like percentages, counts, or comparisons where relevant.
- No matching content for 6 queries: "best tools for validate security and quality of applications before cloud deployment", "best tools for reduce cloud costs by eliminating idle non-production environments", "best tools for debug applications interactively without remote infrastructure delays" and more
- 8/15 queries are citation-ready
- Brand present in most retrieved chunks (avg B: 1.00)
- No FAQ structured data found — adding this helps Google display your answers prominently in search results
- Your blog or article pages aren't marked up for search engines — this is a quick win for Google visibility
Query Alignment — 15 Queries
| Query | Retrieval | Brand | Status |
|---|---|---|---|
| best tools for emulate AWS services locally for development | 0.65 | 1.00 | Content Present |
| best tools for create safe local environments for testing and development | 0.62 | 1.00 | Content Present |
| best tools for validate security and quality of applications before cloud deployment content not found — no page answers this query | 0.45 | 1.00 | Gap |
| best tools for reduce cloud costs by eliminating idle non-production environments content not found — no page answers this query | 0.50 | 1.00 | Gap |
| best tools for debug applications interactively without remote infrastructure delays content not found — no page answers this query | 0.47 | 1.00 | Gap |
| how to create safe local environments for testing and development | 0.59 | 1.00 | Content Present |
| leading tools for replicating aws services locally during development | 0.63 | 1.00 | Content Present |
| local cloud development emulation tool for cloud engineers | 0.63 | 1.00 | Content Present |
| best local cloud development emulator weak combined signal — improve both content match and brand presence | 0.56 | 1.00 | Gap |
| top resources for establishing secure local environments for testing and development | 0.59 | 1.00 | Content Present |
| how to validate security and quality of applications before cloud deployment content not found — no page answers this query | 0.43 | 1.00 | Gap |
| best local cloud development emulator tools for 2026 content not found — no page answers this query | 0.55 | 1.00 | Gap |
| top local cloud development simulation tool | 0.57 | 1.00 | Content Present |
| top resources for ensuring the security and quality of applications before they go to the cloud content not found — no page answers this query | 0.47 | 1.00 | Gap |
| local cloud development emulator for DevOps teams | 0.66 | 1.00 | Content Present |
Frequently Asked Questions
Run a diagnosis. Flozi AI Visibility Diagnosis audits your site and shows you exactly where AI is skipping you - and what to fix first.
Flozi is built specifically for Webflow SaaS companies. If you run a Webflow site and your buyers research products using AI, Flozi is built for you.
Flozi AI Visibility Diagnosis audits your site against the four signals AI uses to decide who to cite. You'll know exactly where you're failing - and why.
Yes. Ranking on Google doesn't mean AI cites you. AI systems evaluate content extractability, entity clarity, and answer structure - signals SEO tools don't check. You can rank and still be invisible to AI.
SEO tells you where you rank in search. Flozi tells you if AI recommends you. Different signals, different system, different outcome.
When someone asks ChatGPT or Perplexity to recommend a tool, AI decides who to cite based on your content structure - not your rankings. AI visibility is whether you show up in those answers. If you don't, your competitors do.
