NICHE DATA REFINERY

You're making decisions on data your competitors already know.

Every week, your competitors change prices, launch offers, expand teams and shift promotions. The evidence is public — buried in reviews, job boards, ad libraries and booking engines. But collecting it is tedious, it's scattered across a dozen sources, and by the time someone on your team assembles it, the market has already moved. Gray Shield gathers that data, cleans it and hands you the intelligence you need to act this week, not next quarter.

SCATTERED SIGNALS → CLEAR INTELLIGENCE
ReviewsPricingHiringOffers
COLLECT · NORMALIZE · VERIFY
SignalContextAction
Market pricingRegional
Service gapsCompetitive
Customer needsCategorized
Intelligence for your next decision — not a data dump to interpret.

BUILT FOR REAL WORK

What we deliver

Local Pricing Benchmark Maps

You know what you charge. You don't know what everyone else in your region is charging, bundling or discounting. This gives you the full pricing and packaging matrix for your market — so you can price with confidence instead of guesswork.

01

Competitor Service Gap Reports

Every competitor leaves something on the table. This audits their features and offers to isolate the needs nobody in your market is serving — so you can build what they've overlooked instead of copying what they already do.

02

Review Complaint Summaries

Your competitors' negative reviews are your best market research. This categorizes the complaints across your region, so you know what customers wish were better — and what to fix or advertise before your competitors do.

03

Hiring Signal Audits

What a competitor hires for tells you what they're about to launch. This tracks their open roles to reveal when they're expanding capacity or entering a new service line — so you're not surprised by their next move.

04

THE WAY FORWARD

From messy sources to agent-ready data

01

Collect

Reviews, ad libraries, social posts, job boards, booking engines and public filings — the public evidence your competitors leave behind.

02

Normalize

Cleaned, deduplicated and tagged so the data is consistent and comparable — you get one picture, not five conflicting spreadsheets.

03

Verify

Freshness checked, so what you act on reflects the market as it is today — not a snapshot from six months ago.

04

Deliver

Reports today, with dashboards, feeds and endpoints for AI agents as demand grows — so your team and your tools see the same intelligence.

Med spasRoofing & specialty contractingReal estateE-commerceLegal practice positioning

YOUR NEXT MOVE

Your market is telling you something. Let's make sure you hear it first.

Agencies, consultants and vendors: talk to us about market intelligence for your vertical. Tell us the one decision you keep making on incomplete data — we'll tell you what it would take to know the answer.