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MachinesFluent

System-level AI-powered dictation, text processing, and image processing for Windows. Multiple speech engines, all major AI providers via BYOK, offline or cloud-based. Free forever.

machinesfluent.com · Added June 16, 2026 · Last analysed June 16, 2026 · via · 80% unique tagline

StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 16 June 2026; the live site may have changed since.

MachinesFluent is largely in shape, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.

Launched on Product Hunt on June 16, 2026. The site is hosted on Cloudflare in the United States, with a domain registered 3 months before launch. The crawl picked up 5 technologies on this site, covering analytics, CDN, DNS providers, and frameworks. The stack includes React, Cloudflare, and Cloudflare DNS.

For context, it's running the same core stack as 218 other launches.

If you own this site, refresh the snapshot and see the full fix list any time →

Vibe Score 25 · Some AI signals
Informational pattern-match signal. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (5)

Infrastructure
CDN Cloudflare
DNS Cloudflare DNS
Protocol HTTP/3
Build & Framework
Framework React
Analytics & Marketing
Analytics PostHog (4)

Infrastructure

Network
AS13335 · US
DNS
Cloudflare DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
SSL Certificate
Google Trust Services
Valid 2 Jun 2026 to 31 Aug 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
3 months
Registered Mar 2026 · Cloudflare, Inc.

Email Security

SPF Not published. Your domain can be spoofed in phishing emails.
?
DKIM Not detected at common selectors. Your provider may use a custom one.
DMARC Not published. Receivers fall back to permissive defaults.
?
MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.
?
TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Storage (4)

Cookies (1)
NameLifetimeDetected as
ph_phc_tihMwG9Wkmhs8GCJYvHrtokBAJGhoaePoXGDjx79tgeg_posthog 1y PostHog
Local storage (1)
KeySizeDetected as
ph_phc_tihMwG9Wkmhs8GCJYvHrtokBAJGhoaePoXGDjx79tgeg_posthog 1.6 KB PostHog
Session storage (2)
KeySizeDetected as
ph_phc_tihMwG9Wkmhs8GCJYvHrtokBAJGhoaePoXGDjx79tgeg_posthog 90 B PostHog
ph_phc_tihMwG9Wkmhs8GCJYvHrtokBAJGhoaePoXGDjx79tgeg_primary_window_exists 4 B PostHog

Readiness Breakdown How?

Custom title and meta description
Open Graph tags (title, image, description)
Twitter card meta tags
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)
Meta description is 181 characters (advisory) Google only shows about 155–160 characters of the description in desktop search results (less on mobile); anything past that won't appear.

Performance How?

166 ms Server response
77% Faster than peers
4676 ms Largest contentful paint
0.00 Cumulative layout shift
1.4 MB Page weight
2 Third-party domains
0 Console errors
0 Failed requests

Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.

Vibe Score Breakdown How?

SignalPoints
AI onboarding signals +5
AI palette signals +5
AI writing signals +5
Default scaffold favicon +10

This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.

AI Stance

Welcomes AI crawlers
llms.txt published
No AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

sitemap.xml (6 URLs)
security.txt
llms.txt
ads.txt
humans.txt
? Privacy Policy not detected
? Consent manager not detected
Analytics detected; tracking fires without visitor opt-in.

Security Headers (2/6)

Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Build

Code splitting
25 JS files
6 CSS files
2 Third-party domains

Brand Colours

App Manifest

FasterOperations - AI & Automation Solutions
display: standalone 2 icons
theme #ffffff
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.