Slop Detection SaaS
Stop publishing confident nonsense.
Get a slop score instantly—before your readers do. slop.fit pinpoints vague claims, filler density, and logical drift so your team ships content that actually says something.
Mostly slop
- Coherence breaks around paragraph 4
- Topic drift triggered by “visionary synergy”
- 3 unverifiable claims need sources
- Filler density above 28%
What You Get
Instant Slop Scan
Paste text and get a Slop Score in seconds with the diagnostics that make edits obvious.
Slop Score (0–100)
Track “Meaningful” to “Mostly slop” on a single scale.
Coherence map
See where logic breaks, topic drift starts, and contradictions appear.
Filler + buzzword density
Highlights phrases that add style, not meaning.
Claim spotting
Flags unverifiable or vague claims that need sources.
Rewrite suggestions
Optional toggle that turns fuzzy text into concrete prose.
“Stop publishing confident nonsense. Get a slop score instantly—before your readers do.”
Real-Time Tools
Real-time editor & browser tools
Write with slop alerts
- Chrome extension scores Google Docs, Notion, and CMS editors.
- Google Docs add-on for teams that live in Docs.
- CMS plugins for WordPress, Webflow, and Shopify blog editors.
Batch & workflow tools
- Bulk upload docs, URLs, or CSVs.
- Website scanning for full domains or curated page lists.
- Queue + triage to sort by worst slop first.
- Team review links with shareable slop report PDFs.
For Platforms & Publishers
API for moderation and publishing pipelines
REST API with webhooks to block, warn, or require edits based on your slop thresholds.
Pre-publish checks
Run scans before content goes live, at scale.
Moderation pipelines
Plug into queues to route high-slop content for review.
Marketplace quality control
Screen UGC, reviews, and listings automatically.
Webhooks
Trigger “block / warn / require edit” actions instantly.
Guardrails
Upsell modes for editorial standards
Brand voice + quality policy
Define what “acceptable” looks like and enforce it everywhere.
Industry templates
SEO blog, medical content, education, product descriptions.
Custom calibration
Tune slop scoring to your editorial standards.
Packaging
Simple, familiar plans
Start today, then scale from solo creators to enterprise teams.
Creator
$15 / month
- Unlimited single scans (fair use)
- Full highlights + rewrite suggestions
- Browser extension
- Export share links
Pro
$39 / month
- Batch scanning + file upload + URL scans
- 3–5 team seats
- Version history of reports
- Basic API access (rate-limited)
Team
$149 / month
- 10–50 seats + pooled usage
- Advanced dashboards for slop trends
- SSO, roles, permissions
- Higher API limits + SLA
Enterprise
Custom
- Dedicated instance or VPC
- Custom calibration + policy enforcement
- On-prem or regional hosting
- Contract + procurement-friendly terms
Ready to ship real content?