AI Brand Truth Infrastructure

Your brand's source of truth —
for every AI agent.

AI agents are writing your product story for millions of consumers. ClaimSentry is the certified registry where your official brand facts live — continuously challenged, scored, and audit-ready.

See how it works

MCP Compatible Agent-Verified Available on-prem

ClaimSentry Monitor — Acme Electronics

Verified Brand Claims

✓

Battery range: 500 km certified

MATCH

✓

IP67 waterproof rating

MATCH

5-year manufacturer warranty

PARTIAL

✗

Carbon-neutral operations by 2027

DRIFT

Agents Tested

GPT-4o

Claude

Gemini

Credibility Score

Overall accuracy 0%

3 confirmed · 1 drifted ↑ +4% vs last week

The Hallucination Crisis

AI agents don't read your press releases.
They fabricate your brand story.

When a consumer asks ChatGPT about your product, the answer is determined by training data, not your marketing team. And it's costing brands more than they know.

Total estimated cost of AI hallucinations to global businesses in 2024, driven by misinformed purchasing decisions and reputational damage.

Source: Cognizant AI Trust Report, 2024

Of consumers now use AI agents — ChatGPT, Gemini, Perplexity — as their primary product research channel, bypassing brand-controlled web properties.

Source: Edelman AI Consumer Trust Survey, 2024

Of the time, AI agents ignore emotional marketing copy and prioritize structured, factual data — meaning unstructured brand messaging is invisible to AI.

Source: Stanford HAI AI Behavior Study, 2024

How It Works

Four steps to brand truth control

ClaimSentry turns your brand facts into a living, machine-readable registry that AI agents can access — and that you continuously monitor.

Brand Deposits Claims

Paste authoritative URLs, PDFs, or text. ClaimSentry's LLM extracts structured, verified claims — battery specs, warranty terms, certifications — with source citations.

MCP Endpoint Exposed

Your verified claims are published via a Model Context Protocol server. Any MCP-compatible AI agent — Claude, GPT-4, Cursor — can now query your official facts in real time.

Agents Are Challenged

ClaimSentry periodically sends your verified claims as natural-language questions to every configured AI agent. An independent judge LLM grades each response — match, omission, contradiction, or drift.

Score · Alerts · PDF Export

Your credibility score updates after every run. Drift alerts fire the moment an agent fails a claim. Export a legally-formatted PDF audit trail — ready for compliance, legal, or board review.

Pricing

Start protecting your brand narrative today

All plans include the MCP endpoint, credibility scoring, and PDF export. Upgrade as your brand portfolio grows.

Starter

^$290/mo

For single-brand teams beginning to monitor AI agent accuracy. Everything you need to get started.

1 brand · 3 authoritative sources
Up to 500 verified claims
5 AI agents tested
Weekly challenge runs
Credibility score dashboard
PDF audit export
Email drift alerts

Questions we get a lot

Which AI agents does ClaimSentry support?

ClaimSentry can test any agent with an HTTP API. Out of the box it supports GPT-4 and GPT-4o (OpenAI), Claude 3 and Claude 4 (Anthropic), Gemini (Google), Grok (xAI), Mistral, and any Groq-hosted model. If your agent speaks the OpenAI-compatible API format — including internal or self-hosted models — it works. Our MCP server is compatible with Claude Desktop, Cursor, and any MCP-capable client, giving those agents read access to your official claims in real time.

How is my brand data protected?

Every customer runs in a fully isolated instance — there is no shared database, no multi-tenant risk. Your API keys for challenged agents never touch the browser; all LLM calls route through our backend. Your MCP endpoint is read-only by design, exposing only the claims you explicitly mark as published. On Brand and Enterprise plans, you can add IP allowlists and ingress rate limiting. Enterprise customers get a dedicated VPC-level deployment with their own encryption keys.

How exactly do agent challenges work?

For each verified claim, ClaimSentry generates a natural-language question — "What is the certified battery range of this vehicle?" — and sends it to the configured AI agent. An independent judge LLM (your own or ours) then grades the agent's response against the ground-truth claim, returning one of six verdicts: match (fully accurate), omission (agent didn't address it), over-engagement (agent asserted more than the truth), under-engagement (partially correct with hedging), wrong-perimeter (answered about a different product or scope), or contradiction (agent denied the claim). Your credibility score counts confirmed vs. contradicted claims — only clear positions affect the score.

Can I bring my own LLM API key (BYOK)?

Yes, BYOK is available on Brand and Enterprise plans. You designate any OpenAI-compatible agent in the UI as the Internal Judge — its API key, endpoint, and model are used for both claim extraction and verdict grading. Supported providers include OpenAI, Anthropic, Groq, Mistral, xAI, and any OpenAI-compatible self-hosted endpoint. When BYOK is configured, your brand data and LLM calls never touch ClaimSentry's model budget.

What happens when an agent fails a claim?

The moment a verdict shifts from match to anything else, a drift alert fires — email on Starter, Slack or webhook on Brand and Enterprise. The failing case is logged with the full agent response, the verdict, and the exact source excerpt that defines the correct claim. On the next challenge run, ClaimSentry tracks whether the agent self-corrected or the drift persists. Enterprise customers receive a legal-grade PDF audit trail that timestamps every verdict change — suitable for compliance reporting, internal audits, or regulatory review.

Your brand's source of truth — for every AI agent.

AI agents don't read your press releases. They fabricate your brand story.