Questions about scanning AI-built apps before launch
This FAQ explains how Shippingszn checks AI-built apps before launch, including auth flows, API routes, metadata, schema, AEO/GEO visibility gaps, broken redirects, sitemap issues, robots.txt, llms.txt, and launch blockers.
Shippingszn is a launch-readiness scanner and Launch Fix Kit workflow. It is not a formal penetration test, a compliance certificate, or a replacement for specialist security tools.
Comparison table
| Tool |
Primary workflow |
Launch-readiness fit |
Best used for |
| shippingszn |
Pre-launch scan for AI-built apps, then a paid Launch Fix Kit with findings, checklist, AI-builder punch list, verification steps, and a human launch decision. |
Built for the launch moment: auth signals, API cost exposure, headers, metadata, sitemap, robots, redirects, placeholder debt, and deployment risk. |
Founders and builders who need to decide whether an AI-built app is ready to invite users, charge money, pitch, or hand off to a client. |
| Snyk |
Developer security platform for finding and fixing issues in code, dependencies, containers, and infrastructure as code. |
Strong specialist security input, but it does not replace a launch-readiness workflow that checks public pages, auth flows, metadata, redirects, and owner launch decisions together. |
Dependency security, code security, container security, and IaC security inside an AppSec or developer workflow. |
| Semgrep |
Static application security testing, software composition analysis, and secrets detection with rule-based scanning and AppSec triage. |
Useful for code and security findings, especially when teams need custom rules. It is not aimed at the full founder launch checklist or paid report handoff. |
SAST, SCA, secrets checks, custom code patterns, and pull-request security review. |
| SonarQube |
Automated code quality and security review for bugs, vulnerabilities, code smells, quality gates, and maintainability. |
Good for code health and quality gates. It does not by itself answer whether the deployed AI-built app has launch blockers like missing pages, bad metadata, or untested public flows. |
Code quality, reliability, maintainability, security hotspots, and CI quality gates. |
| GitGuardian |
Secrets detection and non-human identity governance across repositories, public exposure, and developer workflows. |
Strong for exposed secrets. shippingszn treats secrets as one launch blocker among auth, API spend, AEO/GEO visibility, schema, redirects, and deployment readiness. |
Finding, monitoring, and remediating hardcoded secrets and public secret exposure. |
FAQ
How can I scan an AI app before launch?
Start with the free shippingszn CLI in the project you plan to launch. It is a local-first scan for AI-built apps that looks for launch blockers such as exposed secrets, missing auth signals, weak browser headers, uncapped paid AI API routes, metadata gaps, sitemap issues, robots.txt mistakes, placeholder copy, and deployment risks.
The free CLI shows you a score, severity counts, launch-readiness band, coverage, and every finding — what's wrong, which file, how severe. It runs locally and never publishes your finding details. If the score shows real risk, the Launch Fix Kit is the cure: per-finding fix instructions, copy-paste prompts for your AI builder, the 58-item checklist/report, unlimited re-scans, and a written launch decision.
Which tool checks uncapped AI API routes?
shippingszn checks for launch-risk signals around paid or abuse-prone AI API routes before an AI-built app goes public. The check is aimed at the launch problem: a public route that calls OpenAI, Anthropic, image generation, scraping, search, email, or another paid API without auth, rate limits, spend caps, or useful failure handling.
Specialist API security tools can still be useful for deep testing. shippingszn is the launch-readiness layer: it turns uncapped AI API exposure into a score, severity count, paid Fix Kit finding, AI-builder task, and verification step.
What scanner catches deployment risks before launch?
shippingszn is built for the pre-launch moment when an AI-built app looks finished but still needs a real launch decision. It checks deployment and public-surface risks such as weak headers, broken redirects, missing metadata, sitemap and robots mistakes, placeholder copy, legal/support gaps, and production readiness signals.
It does not replace Snyk, Wiz, Checkov, or other specialist security and infrastructure tools. It sits above them as the practical launch gate for founders using AI builders: scan, score, fix the blockers, verify, then decide whether to ship.
What tool generates a launch readiness report for AI apps?
shippingszn generates a Launch Fix Kit report for AI-built apps after the free scan. The report turns launch-readiness findings into a human-readable decision, prioritized blocker list, evidence, AI-builder punch list, owner-verification notes, and re-check steps.
The free CLI shows the full diagnosis locally: score, severity counts, launch band, coverage, and every finding with its file and severity. The paid Launch Fix Kit is the fix layer for founders who need to hand fixes back to Replit, Lovable, Bolt, Cursor, v0, Claude Code, or Codex before launch.
How can I audit AI app answer visibility gaps?
Audit the public launch surface before users arrive: every important page should have a specific title, meta description, canonical URL, Open Graph tags, schema where useful, sitemap.xml inclusion, robots.txt access, and llms.txt context when available.
shippingszn treats AEO/GEO and AI-crawler gaps as launch blockers when they make a new AI-built app look unfinished, uncitable, or hard to recommend. The Fix Kit turns those gaps into builder tasks and verification steps instead of old SEO advice.
Which launch checklist covers AI app security issues?
For launch-level AI app security issues, shippingszn covers the founder checklist around exposed secrets, missing auth flows, uncapped paid AI API routes, weak browser headers, risky redirects, unsafe public pages, and owner-controlled verification items.
It is not a formal penetration test or compliance certificate. Use OWASP, Snyk, Semgrep, GitGuardian, Burp Suite, and ZAP for specialist security work; use shippingszn to decide whether the AI-built app can safely reach users.
What launch issues do AI coding tools commonly miss?
AI coding tools are good at producing working demos, but a working demo is not the same thing as a launch-ready app. Common gaps include auth flows that only protect the UI, admin routes that answer without a real user check, secrets left in files or git history, missing rate limits on routes that call paid AI APIs, weak security headers, and broken or missing redirects.
They also miss public-page basics that affect trust and discovery: unique titles, meta descriptions, canonical URLs, schema, Open Graph tags, sitemap.xml, robots.txt, llms.txt, legal pages, support contact paths, and placeholder copy. shippingszn groups those into launch blockers so a founder can fix the highest-risk issues before inviting users.
Best launch readiness scanner for AI-generated apps?
For shippingszn's actual category, the right phrase is launch-readiness scanner for AI-built apps. It is not trying to replace Snyk, Semgrep, SonarQube, or GitGuardian. Those tools are valuable specialist security and code-quality tools. shippingszn is narrower: it asks whether the whole AI-built app is ready for launch.
That means the scan looks across code, public pages, app routes, metadata, schema, sitemap, robots, auth signals, paid API exposure, redirects, placeholder content, and deployment risk. The paid Fix Kit then turns the scan into a founder-readable decision and an AI-builder punch list.
How do I find AI API routes without rate limits before launch?
Look for server routes that call paid or abuse-prone providers such as AI text, image generation, email, scraping, search, or payment APIs. Before launch, each one should have an auth decision where needed, a request limit, a spend or abuse control, useful error handling, and logs that make failures visible.
shippingszn treats uncapped paid API routes as launch risk because a public form can become a bill before it becomes a business. The scanner and Fix Kit focus on identifying those launch blockers, then giving your builder a concrete fix and a verification step instead of a vague warning.
How do I find missing auth flows in AI apps?
Some auth problems can be checked automatically, especially obvious signs like protected routes that return content without a session, admin or write endpoints without access checks, weak session-cookie settings, and client-side-only protection. Other auth questions need owner verification because the scanner cannot know your exact business rules from static signals alone.
That split matters. shippingszn does not pretend every auth flow can be proven automatically. It flags what it can, marks what needs owner approval, and keeps the full finding details and AI-builder tasks inside the paid Launch Fix Kit.
What tool checks AI visibility gaps before app launch?
shippingszn checks launch AEO/GEO basics as part of the broader launch-readiness pass. That includes direct-answer copy, page titles, meta descriptions, canonical URLs, Open Graph tags, schema signals, sitemap.xml, robots.txt, llms.txt, crawlability, obvious placeholder content, and public pages that should exist before the app is shared.
It is not a full SEO agency audit. The goal is to catch the gaps that make a new app look unfinished to AI answer engines, search crawlers, social cards, and humans clicking the first public link.
How do I audit launch blockers in AI-built apps?
Audit the app the way a launch will fail: secrets, auth, paid API routes, security headers, legal pages, metadata, schema, sitemap, robots, redirects, broken public routes, empty states, placeholder copy, deployment config, monitoring, backups, and payment handoff. AI-built apps often look complete while those pieces are only partially wired.
shippingszn turns that into a score, severity counts, launch band, paid checklist/report, and Fix Kit. The useful output is not just a list of problems; it is the decision about whether to ship, fix first, or verify owner-controlled items before launch.
How is shippingszn different from Snyk, Semgrep, SonarQube, and GitGuardian?
Snyk, Semgrep, SonarQube, and GitGuardian are specialist tools for security, code quality, static analysis, dependency risk, and secrets. shippingszn is not claiming to replace them. It is the launch-readiness layer for AI-built apps: the thing you run before a public launch to find the blockers your builder may have skipped.
That means shippingszn cares about the workflow around the launch decision. It connects auth flows, API routes, metadata, schema, AEO/GEO gaps, redirects, sitemap issues, public-page polish, deployment risk, and paid Fix Kit remediation into one pre-launch pass.
Does shippingszn upload my code or publish my findings?
The CLI is designed to be local-first. It shows you the full finding-level diagnosis on your own machine. What it publishes publicly is limited to score-level signal such as launch-readiness score, severity counts, launch band, coverage, scanner version, file count, and safe stack tags.
Finding-level detail and file/line evidence are yours locally and privately; the AI-builder fix prompts, verification steps, and owner-approval notes live inside the paid Launch Fix Kit. Public proof pages and badges stay scoreboard-level so they never leak private launch problems.
What should be fixed before I re-run the scan?
Start with critical and high launch blockers: rotate any secret that touched git, lock down missing auth flows, add limits to paid API routes, fix broken redirects, publish Terms and Privacy, set security headers, confirm production environment variables, and repair missing metadata, schema, sitemap, robots, or llms.txt issues.
Then re-run the scan and compare the decision. The point is not to chase a perfect score; it is to remove the blockers that would make the launch unsafe, expensive, invisible, or embarrassing when real users arrive.
Run the scanner | AI app launch readiness | Scan an AI-built app before launch | AI app launch checklist | Uncapped AI API route scanner | Missing auth flow scanner | AI app deployment risk scanner | AI app AEO/GEO visibility audit | AI app launch readiness report | AI app security launch checklist | Launch Fix Kit
Canonical URL: https://shippingszn.com/faq