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House Intelligence Labs · Research & Development

Intelligence, engineered — and proven in the field.

A private research laboratory building the analytics that make home-service businesses win — and proven, first, on a real one. The instrument is opening to a select few.

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00 / Signal
Every market is broadcasting its position. Most operators never tune in.

Reviews, rankings, site speed, demographics — the signal that decides who wins the next job is already public. It's just scattered, unread, and easy to ignore. House Intelligence tunes in.

01 / Gather
We pull the raw scan from public instruments.

Three live sources, each measured — never scraped, never invented. This is the sensor array.

SENSOR 01

Website

Measured performance, SEO, and technical health — the same engine Google uses, read for what it costs in booked jobs.

Google PageSpeed · Observed
SENSOR 02

Reputation

Your standing against the real competitor set — ratings, review volume, and rank where jobs are won: the map.

Google Places · Observed
SENSOR 03

Market

The demographic and housing profile of your service area — the signals that say whether the market will pay for premium.

US Census ACS · Observed
02 / Translate
Signal becomes a finding.

A fixed rubric reads across the raw scan and produces findings — each with a severity, a business impact, and a fix. Rule-based, so the same business assessed twice reaches the same conclusion.

  • Rule, not opinion. Severity is assigned by published thresholds.
  • Impact in plain terms. What it costs you, not what the metric reads.
  • The fix. Step-by-step, ranked by priority.
01Far behind the market leader on reviewsHigh
Your reviews
148
Leader
1,362
Gap
9.2×
Why it matters Observed

Reviews are the strongest driver of map ranking. At one-ninth the leader's volume, competitors are seen and chosen first — and the gap widens on its own until it's actively closed.

03 / Decide
Raw data isn't intelligence. The translation is.

The deliverable is the translation: an executive summary with a position score and your single highest-priority move, an itemized action plan, the firm's read on where you stand, and a published methodology. Not a pile of metrics — a decision, on your desk, in minutes.

SYS / The System
One intelligence system, four layers deep.

House Intelligence isn't a single report — it's a stack. Public signal is acquired, analyzed by fixed rule, and translated into a decision. Every module below is a working part of that system.

3
Live data sources
14
Capability modules
5
Severity tiers
100%
Figures labeled
LAYER I

Acquisition — the sensors

Live

The system gathers only accessible public signal — measured, never scraped, never invented. Each sensor pulls from a licensed source and returns observed fact.

01Observed

Website Intelligence

Measured performance, SEO, accessibility, and technical health via Google's Lighthouse engine — read for what it costs in booked jobs.

02Observed

Reputation Mapping

Your rating, review volume, and rank against the real competitor set on the surface where local jobs are won: the Google map.

03Observed

Competitor Resolution

Automatic identification and ranking of the businesses you actually compete with in-market — by review volume and standing.

04Observed

Market Signal

The demographic and housing profile of your service area — income, ownership, and home value from US Census data.

05Estimated

Local Demand Analysis

Search demand terms and the service-page gaps competitors are ranking for — synthesized from live web signal, clearly labeled.

LAYER II

Analysis — the engine

Live

Raw signal is read by a fixed rubric, not a mood. The same business assessed twice reaches the same conclusion — the difference between an opinion and an instrument.

06Deterministic

Findings Engine

A published rubric reads across every signal and produces findings — repeatable, defensible, and traceable to the data that triggered them.

07Rule-based

Severity Classification

Critical, High, Medium, Low, or Opportunity — assigned by published thresholds, scaled to the size of the real gap. Never guessed.

08Modeled

House Intelligence Index™

A single weighted composite of competitive strength, renormalized to the components the engine could actually measure. Versioned and open.

09Analytical

Cross-Signal Correlation

The insight no single number shows — website, reputation, and market read together into one strategic position.

10Modeled

Position Scoring

An overall position score with coverage-aware confidence — the report never fakes a clean bill of health for signal it couldn't gather.

LAYER III

Translation — the deliverable

Live

The translation is the product. Anyone can pull the data; the value is knowing what it means. This layer turns findings into a decision an owner can act on before lunch.

11Deliverable

Executive Summary

The verdict, the position score, and your single highest-priority move — the ninety-second read for the person who signs the checks.

12Deliverable

Action Plan

Each finding with its business impact, a step-by-step fix, priority, and effort — ordered so you always know what to do first.

13Estimated

Analyst Assessment

The firm's written interpretation of your position, plus a signed note from the team — the judgment layer no tool can replicate.

14Method

Published Methodology

Every finding traced to a source and a rule, every figure labeled Observed, Modeled, or Estimated. Nothing invented to fill the page.

LAYER IV

Continuum — the watch

On the roadmap

A single report is a photograph. The Continuum layer makes it a film — the accumulating record of your market that becomes an asset competitors can't replicate. In development.

15Roadmap

Continuous Monitoring

Re-run the full scan on a schedule and catch shifts in your position as they happen — not a quarter too late.

16Roadmap

Change Tracking

Since-last-month deltas on reviews, ranking, and market signal — the moves your competitors made while you were working.

17Roadmap

Trend Detection

The direction of travel on your competitive position over time — early warning, not hindsight.

◇ Hours → Minutes
BM / Benchmark
The same intelligence, by hand, is a half-day. The system runs it in minutes.

Assembling this yourself means tab-switching across Google, PageSpeed, Census, and a spreadsheet — then the genuinely hard part: turning the numbers into a decision. The system runs the whole chain and hands you the conclusion.

Minutes
Time to a report
~6 hrs
Same work, by hand
3 → 1
Sources into one report
100%
Figures labeled
TaskEffort savedBy handSystemFaster
Website auditPerformance, SEO, technical health
~30 min
~30s
60×
Competitor mappingFind & rank the real rivals
~2 hrs
~20s
360×
Market & demographicsIncome, ownership, home value
~45 min
~15s
180×
Reputation analysisRating, review volume, rank
~1 hr
~20s
180×
Findings & severityRule-based classification
~1 hr
instant
Report writingExecutive summary + action plan
~2 hrs
~1 min
120×
Illustrative — by-hand times are estimates of equivalent manual effort, not measured benchmarks.
◇ Real pipeline trace
TR / One scan, traced
What a single scan looks like from the inside.

The stage sequence the engine reports as it gathers and reasons — no mockup. Source resolution, cross-referencing, rule evaluation, and the finding that falls out. This is a real run.

House Intelligence :: scan trace — one real run
input: "House of Osmar · Round Rock, TX"
·pagespeed: houseofosmar.com · mobile · composite 97/100
·places: "house cleaning · round rock" → 8 competitors resolved
·places: subject matched · 4.8★ · 148 reviews
·places: market leader · 1,362 reviews
·census: zip 78634 · median income $114,426 · ownership 81%
·model: market lean STRONG · index composite 84
·rubric: review gap 9.2× → severity HIGH
·position: MODERATE · 1 actionable finding
·report: executive summary + action plan ready ✓
04 / Method
Every figure is labeled by how we know it.

Only accessible public data — never private systems or unverifiable claims. And never a blurred line between what's measured and what's inferred.

Observed

Measured

Pulled directly from a licensed public source — a score, a rating, a Census figure. Fact, not estimate.

Modeled

Derived

Computed from observed values by a defined, published formula. Transparent by rule.

Estimated

Interpreted

The analyst's written read, synthesized from the findings. Judgment, clearly marked — never sold as fact.

05 / Behind the lab
MG
"The data is available to anyone. What people pay for is knowing what it means — and what to do about it."
Manuel Grado · Founder, House Intelligence Labs
06 / Begin
Point the instrument at your market.

Reports and live analysis are currently reserved. House Intelligence Labs is opening to a select few — request early access below.

Living proof

Proven where it matters — across two real businesses.

House Intelligence Labs is not theory. Its intelligence runs two operating companies — each a proving ground, each measured, each shipped only when it wins.

Residential
House of Osmar

Luxury home care across Central Texas. Pricing, market moves, and live experiments — the instrument tuned in a premium consumer market.

Facilities · Federal, State & Corporate
MMA Cleaning Solutions & Co

Facilities management for government and enterprise clients — the same intelligence proven in a demanding institutional arena.

Two very different arenas, one engine. That range is the evidence: the analytics that win in a luxury home also win in a federal facility. What we learn in the field, we engineer into the Lab.

Manuel GradoFounder & Principal
House Intelligence Labs · House of Osmar · MMA Cleaning Solutions & Co
Invitation only · opening soon

The instrument is opening to a select few.

Live analysis and full reports are currently reserved while we prove and refine the engine. Request early access — we're admitting a small group first.

A small group is admitted first · no spam, ever.
You're on the list.

Thank you — your request is in. We're admitting a select group first, and we'll be in touch when your place opens.

Casa de Osmar — Live Widget (preview)