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Before & After: Consulting Firm Goes From Entity Score 21 to 88 — Knowledge Panel Triggered

Management Consulting Firm — entity-building programme documentation  ·  10 weeks

21→88
Brand entity score transformation — Knowledge Panel triggered week 7
KP Week 7
Knowledge Panel Triggered
58%
AI Citation Rate (was 6%)
7 interventions
Documented with impact
⚠️ The Challenge

A well-established management consulting firm with 20 years of history had an entity score of 21 — "Low" Knowledge Graph likelihood. Despite strong offline reputation, the firm was invisible to AI engines and had no Knowledge Panel. Seven entity-building interventions were made and documented in sequence, with entity score measured after each to isolate the impact of each signal type.

💡 The Solution

Seven entity interventions made over 10 weeks, each tracked against the Brand Authority Engine entity score. Each intervention was made in isolation where possible, with a minimum of 5 days between major changes. This documents the exact sequence and impact of entity-building activities — providing a repeatable framework for any professional services firm.

📈 The Result

Entity score: 21→88 in 10 weeks. Google Knowledge Panel triggered in week 7. AI citation rate: 6%→58%.

Step-by-Step Breakdown

Each intervention documented with the measurable impact it produced.

1️⃣
Intervention 1: Organization Schema — +14 pts (21→35)

Added complete Organization JSON-LD: name, URL, description, logo, sameAs LinkedIn/Companies House, founding date, number of employees, address. Before: zero schema. After: complete entity description in structured form. Entity score: 21→35. Organization schema is the entity foundation — nothing else works reliably without it.

2️⃣
Intervention 2: Principal Person Schema — +11 pts (35→46)

Added Person schema for 6 senior partners with qualifications, publications, speaking history, and LinkedIn sameAs. Before: team page with names and photos only. After: structured expert profiles. Entity score: 35→46. Professional services firms are judged by the individuals in them — structured profiles signal collective authority.

3️⃣
Intervention 3: Wikipedia Article — +18 pts (46→64)

Published Wikipedia article covering the firm's history, notable engagements, and industry recognition. Before: no Wikipedia presence. After: Wikipedia article with 8 references. Entity score: 46→64. Wikipedia is the highest-weight single entity signal — the 18-point jump was the largest single change. Knowledge Graph likelihood: Low→Medium.

4️⃣
Intervention 4: Wikidata Entity — +8 pts (64→72)

Created Wikidata entity with P31 (instance of: business), P856 (official website), P17 (country), P571 (inception date), P112 (founded by). Before: no Wikidata entry. After: entity with 12 properties. Entity score: 64→72. Wikidata and Wikipedia together are required for Knowledge Panel — neither alone is sufficient.

5️⃣
Intervention 5: Directory Citations — +5 pts (72→77)

Verified Companies House listing, added entries to 4 management consulting directories. Before: basic Companies House entry only. After: verified registrations with consistent NAP. Entity score: 72→77. Directory citations confirm entity authenticity to Google's entity resolution systems.

6️⃣
Intervention 6: Google Business Profile (Complete) — +6 pts (77→83)

Completed GBP with all fields: services, description, photos, opening hours, service areas. Before: basic listing. After: fully completed. Entity score: 77→83. GBP completion triggers Knowledge Panel faster than any other single off-page action for service businesses.

7️⃣
Intervention 7: Press Coverage — 4 Publications — +5 pts (83→88)

Secured coverage in FT, Management Today, and 2 sector publications. Before: zero press coverage. After: 4 authoritative citations. Entity score: 83→88. Third-party citations in authoritative publications are the final signal required for Knowledge Panel stability over time.

The Full Results

Week 1: Organization + Person schema. Score 21→46. Week 3: Wikipedia article published. Score 46→64. Knowledge Graph: Low→Medium. Week 5: Wikidata + directory citations. Score 64→77. Week 7: GBP completed. Knowledge Panel triggered. Score 77→83. Week 10: Press coverage. Score 83→88. AI citation rate: 6%→58%. Firm now appears in AI answers for management consulting, digital transformation, and change management queries.

“We had been in business 20 years and had no Google Knowledge Panel. SEOGEO360 showed us exactly why and gave us a 7-step plan to build it. Week 7 the panel appeared. That was the moment the team understood what entity SEO actually meant.”

— Business Development Director, Management Consulting Firm

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