Public Sample · Methodology Demonstration
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Free Market Snapshot · Report № BOT-SNAP-2026-SAMPLE

A Houston, TX Residential Operator
Houston Metro, TX

Prepared for Public Sample
Market Houston Metro, TX
Generated 2026-04-29
Data window Trailing 90 days
Executive verdict
Green · Diagnostic recommended Est. gap · $5,000+ / mo addressable

Full Market Diagnostic recommended.

Based on the three signals above, the full diagnostic will surface 3–5 gaps worth at least $5,000/month combined for your operation. Phone audit, conversion surface scan, and the 30-day action plan are not included in this snapshot — they are the highest-dollar findings in every paid report.

The three measurements

What the data shows

Pulled from public sources on the report generation date. Each block compares A Houston, TX Residential Operator against the top 7 HVAC operators on file for Houston Metro, TX.

Block 01 · Map Pack Visibility

Local search rank · "ac repair near me"

CRITICAL
#14
Map pack rank · 29.7604°N, 95.3698°W (downtown center, 5-mile radius)
Your rank #14
City top-7 median #4
Delta vs. median +10 vs. median
Interpretation

Single coordinate, single query. The full Market Diagnostic samples 9 coordinates × 3 queries.

Block 02 · Google Business Profile

Review Velocity · Trailing 90 Days

CRITICAL
6
New reviews · last 90 days · vs. city top-7
Your reviews (trailing 90)
6 vs. 87 median
Delta vs. city median -93%
Interpretation

New Google reviews added in the trailing 90 days (count from public GBP "Newest" sort).

Block 03 · Named Gap

GBP Services list contains 4 categories — city benchmark median is 11.

MATERIAL

Your Google Business Profile lists AC repair, AC install, furnace repair, and emergency service. The top 7 Houston operators on file list an average of 11 categories — including heat pump install, ductless, IAQ, duct cleaning, maintenance plans, and financing. Categories you do not list are categories you cannot rank for in map pack queries.

What we measured · What we didn't

This snapshot is a directional read, not a full diagnostic.

Three measurements were pulled from public sources on the report generation date. The full methodology document details data sources, scoring rubrics, and statistical confidence ranges.

Map pack share of voice for primary service keyword in metro area
GBP review velocity: new reviews trailing 90 days vs. top-7 median
One named gap — the single most visible revenue leak, publicly observable
Phone intake mystery shop — paid diagnostic only
Marketing spend translation — paid diagnostic only
Per-gap revenue modeling against your revenue band — paid diagnostic only
Data sources · this report
  1. Map Pack Rank — Local Falcon scan at one center coordinate using one high-intent query. Captured on the date stamped above. Off-map (rank 0) means the business did not appear in the top 20 results.
  2. Review Velocity — Manual count of Google reviews dated in the trailing 90 days from public GBP "Newest" sort. City benchmark median is the median of the top 7 operators on file for the metro.
  3. Gap — One named finding from a quick visual audit of the Google Business Profile and homepage. The full Market Diagnostic surfaces 3–5 such gaps with dollar impact, severity grade, and a 30-day action plan.
Recommended next step

The full Market Diagnostic
is a fit for this market.

The snapshot identified gaps. The diagnostic translates each gap into a revenue estimate, adds the phone intake mystery shop, and benchmarks your marketing spend against the top operator in Houston Metro, TX. Delivered as a written PDF in 7 business days.

3-Location Bundle For multi-shop operators
$3,997 ≈ $1,333 / location
5-Location Bundle Regional operators
$5,997 ≈ $1,199 / location
$5,000 gap floor guarantee · 14-day remedy window · 3 remedies in writing
Secure checkout via Gumroad · No retainer · No agency pitch