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
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