Grounding Audit
Is your page citation-ready for ChatGPT, Perplexity & Co.? Audit it URL by URL.
[App Screenshot]
What you get
Async REST Pipeline
Dispatch via 202 + audit_id, then poll or receive webhook — no more 30-90s blockers.
Single, Batch & Sitemap
One URL, many URLs, or a full sitemap.xml in a single call.
Structured Findings
Every finding with id, severity, framework, and fix.type — ready to action.
Tier Thresholds & Score
Score 0-100 plus tier (not-grounded, weak, partial, grounded) for every page.
HMAC Webhooks
Signed callbacks (sha256) with replay protection and 4-step retry backoff.
NDJSON Stream
Stream batch results as NDJSON — drop into pipelines and CI directly.
v1.5 Framework
Lead sentence, entity coverage, heading structure, schema.org and more, rule-based.
Team Scoping & TTL
Isolated per team, automatic 30/90-day TTL, and around-the-clock pruning.
How it works
Dispatch the audit
POST /v1/grounding/analyze (single), /batch, or /sitemap-audit — you get 202 + audit_id immediately.
Poll or webhook
Poll GET /audits/{id} or receive an HMAC-signed webhook — the server keeps working asynchronously.
Action the findings
Pipe score, tier, and structured findings into your reporting, CI, or content tooling.
Also available via MCP Server & REST API
Integrate this feature into Claude Code, ChatGPT or your own workflow
Use Cases
Audit complete sitemaps for LLM citability in a single call
Run a grounding score against production URLs before every release
Wire webhooks into Slack, n8n, or your own CMS for instant finding alerts
Hand off structured fix tasks (schema_org, content_rewrite, heading_structure) to the content team
Pricing & Availability
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Grounding Audit
Is your page citation-ready for ChatGPT, Perplexity & Co.? Audit it URL by URL.