Authority forecast brief
Industry intelligence, powered by experts.
Track the signals shaping your market and forecast what changes next.
Start free. Get matched to your market forecast brief in seconds. See how it works →
Trusted by investors and industry partners
Expert review loop
AI finds the signal. Experts challenge the call.
Experienced operators critique what the forecast weighted, what it missed, and when the recommended action should change.
Forecast
Lancaster is priced below fair value
Our Dallas model estimates an 18% price gap and forecasts it narrowing to 2% by Q3 2027.
Expert critique
Land development principal
“Give completed infrastructure more weight than announced upgrades. That is when buyer behaviour starts to change.”
Residential acquisitions director
“Closed sales and inventory absorption should carry more weight than listing prices alone.”
Example commentary
AI agent delivery
Fine-tuned forecasts and actions
Updated forecasts and recommended actions are sent to your team and AI agents through the Authority API, ready to use in their next decision.
Delivered through the Authority API
How it works
Know what's about to happen, and how to act.
Every Authority brief tells you the signals shaping your market as they happen, and exactly what to do next. Not just for your industry, but for your company and your role.
01 · Industry forecast · Real Estate, Dallas
Niche forecasts that impact your bottom line.
Lancaster is our leading Dallas opportunity: roughly 18% below estimated fair value, with most of the gap forecast to close within 18 months.
% below AI-estimated fair value
Expected to close by Q1 2027
Example forecast from the Dallas Real Estate forecast brief
02 · SIGNAL
Track what's moving
We monitor the signals shaping your market as they happen: competitor launches, funding, regulation, platform shifts and more. Sourced and dated, not guessed.
Signal · Lancaster, Dallas · Updated quarterly
Lancaster is currently 18% below estimated fair value. We forecast the gap narrowing to 2% by Q3 2027.
Lancaster price gap to estimated fair value
Illustrative model estimate
Forecast gap
-2%
03 · ACT
Generate recommended actions for your AI agents and team members
Every signal comes with a recommended action - written for your industry, your company, and specifically for your role. A CFO and a marketing manager get different advice from the same signal.
ChatGPT
ClaudePricing
Simple plans, priced for how you act.
Free
$0/mo
Your market's opportunity brief, delivered weekly.
- Weekly opportunity brief
- Track 5 key signals
- Your ChatGPT visibility
Pro
Free trial$19/mo/seat
For operators who act on every signal.
- Daily opportunity brief
- Track 10 key signals
- Your ChatGPT visibility
- Custom prediction tracking in your industry
Free trial activates on a quick demo call.
Premium
$199/mo/seat
White-glove opportunity intelligence for teams.
- 24/7 opportunity monitoring
- Track 50 signals
- Full team access
- Custom prediction tracking in your industry
- Mobile alerts on high-value opportunity signals
Subscribe to your market's forecast brief.
Start free. Get matched to your market forecast brief in seconds.