FM FactMatrix
Accuracy research · B2B SaaS

What AI says about you may already be wrong.

Buyers ask ChatGPT, Claude, Gemini, and Perplexity what you charge — before they open your site. FactMatrix scores those answers against your signed truth pack and delivers a risk PDF plus a canonical /ai-facts page.

No system access required · Public models only · Delivery in 5 business days · Full refund if we miss the window

ChatGPT Claude Gemini Perplexity Truth-pack scoring

Why this matters now

Visibility tools tell you whether you were mentioned. They do not tell you whether the answer was correct — or costing you deals you will never see in analytics.

Buyers start in chatbots

A majority of B2B software buyers now begin research in an AI assistant (G2). Wrong price or geo in that first answer ends the conversation silently.

Mention ≠ accuracy

Share-of-voice dashboards optimize for being named. FactMatrix optimizes for being right against the facts you sign — price, plans, region, features you do and do not offer.

One chat is not proof

A single ChatGPT transcript cannot give a CEO a four-model matrix, a risk register, or a machine-readable page models can cite next week.

Who it’s for

B2B SaaS, agencies, and high-ticket services with public pricing and a real sales cycle — founders, CMOs, and growth leads who need an evidence pack, not another dashboard seat.

Methodology

Four steps. Same prompts. Your ground truth. Timestamped evidence.

Truth pack You confirm current pricing, plans, geo/availability, key features, and claims you do not make (≈15 minutes).
Multi-model run 20 buyer-style prompts × ChatGPT, Claude, Gemini, Perplexity — same day, logged with timestamps.
Score & prioritize Every cell scored Correct / Partial / Wrong / Invented, then ranked by revenue risk (P0–P2).
Fix artifacts Risk PDF + hosted /ai-facts (plain English + JSON-LD) + an actionable fix queue for pages models already scrape.

Sample excerpt (fictional client)

From a demo Accuracy Audit. Shows the matrix format you receive — not a live company.

Prompt ChatGPT Claude Gemini Perplexity
How much does Principal Pulse Pro cost? Wrong “~$49” Partial Partial Wrong stale $49
Available in the EU / GDPR? Correct Correct Wrong “US only” Partial
Native iOS app? (truth: no) Invented Correct Invented Correct

Truth pack: Pro $129 · EU live since Mar 2026 · no native mobile. Full sample report available on request after free check.

Pricing

Card via Lemon Squeezy · crypto via NOWPayments · Gumroad backup. Manual Base USDC accepted if you prefer.

$497 one-time

Accuracy Audit

  • 20 prompts × 4 models (80 cells)
  • Risk-ranked PDF + evidence pack
  • Hosted /ai-facts page
  • 5 business days after intake
  • 30-day email support on findings

Lemon & NOWPayments links activate after product setup (see PAYMENTS.md). Until then use Gumroad or Base USDC.

Base USDC: 0x87e322e8829a915b44708e7bb0a0c377055b4281 · amount 497 USDC · email tx hash to ops.

$97 / month

Watch (optional)

  • Monthly re-scan of your prompt bank
  • Drift alerts when an answer flips
  • Updated risk note by email
  • Cancel anytime

Create after first audit buyer asks — not required for day-one sales.

Refund: full refund if we miss the 5-business-day delivery window for the first audit, unless intake was delayed by the client.

Privacy: we only query public AI interfaces with your consented facts. We do not scrape private systems or sell your truth pack.

Free 5-prompt check

Confirm three public facts. We run five buyer prompts and email a one-page teaser (Europe/Rome, within one business day). No obligation.

Or email the same fields

Form posts via FormSubmit to hello@getfactmatrix.com. First use may require a one-time FormSubmit confirmation email.

FAQ

Do you need access to our systems?

No. We use public AI interfaces, your public website, and the truth pack you submit.

Can you force ChatGPT to change its answer?

No vendor can guarantee that. We make correct facts easy to cite, show you what to fix, and give you evidence for internal decisions.

How is this different from Peec or Evidra?

Peec-class tools optimize visibility (were you mentioned?). Evidra sells a similar audit shape. FactMatrix’s wedge is accuracy against your signed truth pack, a CEO-ready evidence PDF, and a hosted facts page — at a mid-market $497 ticket.

What if FormSubmit is blocked?

Email the same fields to hello@getfactmatrix.com. We treat that as an equivalent free-check request.

Is this legal advice?

No. FactMatrix is research and operations reporting only.