INDEX SCORECARDS / V1.0

Industry AI Visibility Index Scorecards

The CBI Industry Index Scorecards specify how presence, recommendation, framing, citations and stability would be weighted in 12 future industry studies. These are predeclared methods, not observed rankings.

Enterprise team reviewing an AI visibility benchmark and evidence-led research

INDEX SCORECARDS / V1.0

Scorecard Coverage

12industry scorecards

5index dimensions

100points per weighting model

0company scores

INDEX SCORECARDS / V1.0

How Weights Change

IndustryPresenceRecommendationFramingCitationsStability
B2B SaaS2025202015
Cybersecurity1520252515
Data & AI Platforms1520202520
Professional Services2020202515

INDEX SCORECARDS / V1.0

No Scores Without Observations

Methodological evidence

The numbers above are proposed dimension weights that sum to 100. They do not measure any company, category or model. Observed index releases require the full 30-field protocol and sample disclosure.

INDEX SCORECARDS / V1.0

Complete Industry Index Scorecards

All 12 predeclared industry weighting models and rationales are published below. The weights are methodological inputs, not observed company scores.

12 records published online. Browse The Complete Resource

No observed scores published

B2B SaaS

Presence Weight: 20

Recommendation Weight: 25

Framing Weight: 20

Citation Weight: 20

Stability Weight: 15

Weight Total: 100

Industry Rationale: Use-case fit, implementation and competitive shortlisting

Evidence Class: Methodological

Version: v1.0

No observed scores published

Cybersecurity

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Technical trust, risk framing and independent evidence

Evidence Class: Methodological

Version: v1.0

No observed scores published

Fintech

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Compliance, operational risk and source quality

Evidence Class: Methodological

Version: v1.0

No observed scores published

Healthcare Technology

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Workflow, privacy and clinical or operational context

Evidence Class: Methodological

Version: v1.0

No observed scores published

MarTech

Presence Weight: 20

Recommendation Weight: 25

Framing Weight: 20

Citation Weight: 20

Stability Weight: 15

Weight Total: 100

Industry Rationale: Use-case differentiation and stack integration

Evidence Class: Methodological

Version: v1.0

No observed scores published

Sales Technology

Presence Weight: 20

Recommendation Weight: 25

Framing Weight: 20

Citation Weight: 20

Stability Weight: 15

Weight Total: 100

Industry Rationale: Workflow fit, adoption and recommendation context

Evidence Class: Methodological

Version: v1.0

No observed scores published

HR Technology

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Privacy, change management and policy evidence

Evidence Class: Methodological

Version: v1.0

No observed scores published

Legal Technology

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Accuracy, confidentiality and practitioner trust

Evidence Class: Methodological

Version: v1.0

No observed scores published

Data & AI Platforms

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 20

Citation Weight: 25

Stability Weight: 20

Weight Total: 100

Industry Rationale: Architecture, governance, benchmarks and stability

Evidence Class: Methodological

Version: v1.0

No observed scores published

Professional Services

Presence Weight: 20

Recommendation Weight: 20

Framing Weight: 20

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Specialization, expert authority and verifiable method

Evidence Class: Methodological

Version: v1.0

No observed scores published

Enterprise Services

Presence Weight: 15

Recommendation Weight: 20

Framing Weight: 25

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Delivery confidence, governance and proof

Evidence Class: Methodological

Version: v1.0

No observed scores published

Research-Intensive B2B

Presence Weight: 20

Recommendation Weight: 20

Framing Weight: 20

Citation Weight: 25

Stability Weight: 15

Weight Total: 100

Industry Rationale: Balanced decision coverage across a complex buying committee

Evidence Class: Methodological

Version: v1.0

Next Useful Step

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