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Engine

The Intelligence Engine™

From Raw Local Signals to One Clear Growth Decision.

Local Search Intelligence™ continuously scans, normalizes, scores, compares, and prioritizes the signals shaping local visibility—then turns them into an executive-ready Visibility Score™ and Growth Roadmap™.

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Live Market Intelligence

Scanning
1 2 6 14 8 3 1 7 18 21 9 2 6
Business Location
Signals Scanned1,284
Competitors12
Priority Actions3
How the Engine Works

Scan. Normalize. Score. Compare. Recommend.

The engine transforms thousands of disconnected local signals into one consistent, explainable intelligence workflow.

01

Scan

Collect Maps, search, reviews, website, AI, authority, and competitor signals.

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02

Normalize

Standardize inconsistent source data into comparable quality-controlled signals.

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03

Score

Apply the Visibility Score™ model across weighted intelligence categories.

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04

Compare

Benchmark performance against competitors, locations, and prior scan history.

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05

Recommend

Generate prioritized actions based on impact, urgency, effort, and confidence.

Signal Intelligence

The engine sees what traditional reports miss.

Each intelligence layer answers a different question about how customers discover, evaluate, and choose a local business.

Maps

GeoRank™ Signals

Grid rankings, service-area coverage, proximity, local pack movement, and neighborhood opportunity zones.

AI Search

AI Visibility™ Signals

Mentions, recommendations, citations, prompt coverage, answer-engine visibility, and trust language.

Reputation

Trust Signals

Review velocity, sentiment, recency, response activity, rating strength, and reputation gaps.

Website

Authority Signals

Page relevance, content depth, technical quality, local intent, internal links, and organic performance.

Competition

Pressure Signals

Competitor rankings, reviews, content expansion, GBP activity, authority, and local market momentum.

Growth

Opportunity Signals

Ranking gaps, low-effort wins, high-value keywords, unmet search demand, and likely visibility lift.

Visibility Score™

A score designed to explain—not hide—the market.

The engine combines multiple intelligence categories into a 0–100 score while preserving the category detail needed to understand exactly why the score moved.

Request a Visibility Audit
Google Business ProfileCompleteness, activity, relevance, engagement, and local trust.
25%
Google Maps VisibilityGrid coverage, rank strength, service areas, and proximity performance.
20%
Organic Search AuthorityContent, technical quality, local intent, rankings, and search demand.
20%
AI VisibilityMentions, recommendations, citations, and answer-engine presence.
15%
Reviews & TrustRating, velocity, sentiment, response activity, and recency.
10%
Competitive PositionPressure, movement, visibility gaps, and local market momentum.
10%
Data Quality & Explainability

Reliable intelligence starts with disciplined normalization.

Raw source data is inconsistent. The engine standardizes, validates, timestamps, and confidence-scores every signal before it affects the Visibility Score™.

Before Normalization

Different sources use different scales, timeframes, labels, and confidence levels.

×Missing or partial source data
×Different geographic scopes
×Inconsistent update frequency
×Duplicate or stale observations
×Metrics that cannot be compared directly

After Normalization

Every signal enters the scoring engine with consistent definitions and traceable quality controls.

✓Standardized 0–100 category values
✓Freshness and confidence weighting
✓Geographic and keyword context preserved
✓Source provenance and timestamps retained
✓Every score movement is explainable
From Intelligence to Action

The engine does not stop at reporting.

It identifies the strongest opportunities, explains why they matter, and produces a focused monthly roadmap.

AI Executive Brief™

Visibility is trending upward across Maps and branded search. The largest remaining opportunity is AI recommendation coverage, while competitor review velocity is increasing in two high-value service areas.

Growth Roadmap™

1
Create localized service FAQ pageClose AI and comparison-intent gaps.
High
2
Launch review request campaignImprove trust and review velocity.
High
3
Upload fresh GBP mediaStrengthen local engagement signals.
Medium
Built for Production

Fast, traceable, resilient, and ready to scale.

The Intelligence Engine™ is designed to support repeatable scans, historical comparisons, partner portfolios, and automated executive reporting.

TraceableEvery score can be traced to its category, metric, observation, source, and timestamp.
VersionedScoring models and weights are version-controlled so historical results remain explainable.
ResilientRetries, degraded-data rules, freshness checks, and confidence scoring protect report quality.
ScalableThe same engine can score one business, hundreds of locations, or an agency portfolio.
See the Engine in Action

Turn your local market into a clear growth plan.

Request a Visibility Score™ and see how the Intelligence Engine™ transforms Maps, AI search, reviews, authority, competitors, and market opportunity into one executive-ready decision system.

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