Announcing collaboration with Oxford AI, to build the world's most accurate opportunity intelligence platform.

Authority forecast brief

Act on market opportunities first.

Track the signals shaping your market, forecast what changes next, and see where your company ranks in AI answers.

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How it works

Know what's about to happen, and how to act.

Every Authority brief tells you where you stand - your rank in AI answers for your category, 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.

Industry forecast · Real Estate, Dallas

The most undervalued suburb in Dallas by 2028

Our model prices Lancaster roughly 18% below fair value, commute-time gains from the I-35E corridor upgrades and southern-sector job growth haven't reached listing prices yet. Expect the gap to close within 18 months.

% below AI-estimated fair value

Lancaster
18%
Red Oak
14%
Seagoville
11%
Cedar Hill
8%
Forney
5%

Dallas: most undervalued suburbs

Map of the Dallas region with each undervalued suburb marked: Lancaster leads at 18% below fair value, with Red Oak, Seagoville, Cedar Hill and Forney arcing across the southern sector

Expected to close by Q1 2027

Example forecast from the Dallas Real Estate forecast brief

01 · RANK

See where you stand

We track how your company appears when people ask AI, such as ChatGPT, for solutions like yours. See who's ahead of you, by how much and learn how to climb the rankings.

Who appears when searching

“Best real estate agent in Dallas for first-time buyers”

01Compass Dallas
02Keller Williams
03Briggs Freeman
···
Your companyYOU

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 · AI Discovery – 2 July 2026

Zillow, Redfin and Realtor.com have launched home-search apps inside ChatGPT. Dallas buyers are getting neighbourhood guides and agent recommendations from AI before contacting any local agent.

03 · ACT

Know your next move

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.

For a Solo Agent

Recommended action: Publish hyper-local Q&A guides for Highland Park, Lakewood and Bishop Arts, formatted so ChatGPT and Perplexity cite you when buyers ask about Dallas neighbourhoods.

For a Team Lead

Recommended action: Assign each agent a DFW suburb to own. One targeted Q&A page per area helps you appear in AI answers before competitors do.

Pricing

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
Get started free

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
Start free trial

Free trial activates on a quick demo call.

Premium

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
Demo call

Subscribe to your market's forecast brief.

Start free. Get matched to your market forecast brief in seconds.

Act fast, act big

Be first with Authority.

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