[ VALUATION LOGIC ]
The rules, comparables and scoring that turn raw input into a number or a verdict you can stand behind, encoded so it runs consistently every time.
< REPORT + VALUATION ENGINES / NEW ZEALAND >UNIT / INT-03NZ-AKLA LUCID MEDIA COMPANY
A REPORT ENGINETHAT SELLS ITSELF.
A valuation, an assessment, an estimate: most businesses have a report at the centre of what they sell, and most of those reports are still built by a person, by hand, one at a time. That is a business capped by headcount.
Lucid AI builds report and valuation engines that take structured or messy input and return a properly formatted, defensible report in seconds: market position, pricing, scoring, recommendation. Free version to drive volume, paid unlock to drive revenue, the way we built it for our own platform.
CAPABILITIES.
[ WHAT WE DELIVER ]
[ STRUCTURED REPORT GENERATION ]
Output formatted as a real report: sections, figures, guidance and narrative, not a wall of AI prose the reader has to work to parse.
[ DATA GROUNDING ]
Reports built on your own pricing, market or comparables data, not the model's general knowledge, so figures are defensible.
[ FREE-TO-PAID FUNNEL ]
A free or teaser report that proves the value, with a paid unlock for the full detail: the model we built and run ourselves for AutoAppraise.
[ PAYMENTS + DELIVERY ]
Payment flow, PDF or web delivery and email handling built in, so the report engine is a complete revenue system, not a demo.
[ HOSTING + SCALE ]
Deployed on infrastructure that holds up when a report goes viral or a busy season hits, with monitoring on generation cost and accuracy.
USE CASES.
[ WHERE IT PAYS FOR ITSELF ]
- USE/01
CONSUMER VALUATIONS
Vehicles, property, equipment or assets: a user enters details and gets an instant, structured valuation instead of booking an appraisal.
- USE/02
LEAD-GENERATING FREE REPORTS
A free summary report captures the enquiry and proves the value, with the full detailed report behind a paywall or a booked call.
- USE/03
PROFESSIONAL ASSESSMENT TOOLS
Internal or client-facing assessment reports generated in seconds instead of the hours a specialist currently spends per report.
- USE/04
SCORING + RECOMMENDATION ENGINES
Anything with a defensible score behind it, suitability, risk, fit, delivered as a clear report a customer or team member can act on.
CASE STUDIES.
[ LIVE SYSTEMS / REAL-WORLD APPLICATION ]
AUTOAPPRAISE
CONSUMER AI PLATFORM
Our own live valuation platform for the New Zealand vehicle market. A driver enters their car's details and receives a structured AI-generated report: market position, price range and selling guidance. Free report to paid unlock, with the report engine, payment flow and hosting built and operated end to end by Lucid AI. This is the flagship proof point for everything on this page.
LUCIDSEO
SEO INTELLIGENCE PLATFORM
A production SEO intelligence platform on dedicated cloud infrastructure that scores and reports on site health, keywords and competitor movement, structured for a marketing team to act on every morning, not just read.
[ FREQUENTLY ASKED ]
Q/01HOW IS THIS DIFFERENT FROM A STATIC CALCULATOR?+
A calculator applies a fixed formula. A report engine reasons over the specific input, pulls in relevant comparables or context, and writes a structured narrative around the numbers: the difference between a spreadsheet output and something that reads like an expert wrote it.
Q/02CAN WE SEE THIS WORKING BEFORE WE COMMIT?+
Yes. AutoAppraise is a live, public platform built and run by Lucid AI on exactly this model: free report, paid unlock, structured AI valuation. It is the clearest demonstration of what we are proposing to build for you.
Q/03WILL THE VALUATIONS BE ACCURATE AND DEFENSIBLE?+
The engine is grounded in your data and comparables, not general model knowledge, and tested against known-correct cases before launch. Where a figure needs to be defensible, we build in the sourcing and reasoning trail behind it, not just a bare number.
Q/04DO WE NEED EXISTING DATA TO BUILD THIS?+
Some data or a defined ruleset for the valuation logic is needed, but it does not need to be clean or complete. Part of the build is working out what data will actually drive an accurate result and sourcing or structuring it.
[ START HERE ]
WE BUILT AUTOAPPRAISE.
WE CAN BUILD YOURS.
30 minutes, no pitch deck, no obligation. Tell us what's eating your team's time and we'll tell you straight whether AI is the answer, and roughly what it would take.
WHAT YOU GET
A straight answer on whether AI pays off in your business, and what it would take.
RESPONSE TIME
Within one working day