What does the -84.3% decline indicate about market maturity?

The steep decline suggests the market is moving past initial hype into practical implementation phases, with organizations focusing on proven solutions rather than experimental approaches.

Why are enterprise companies (1000+ employees) dominating at 42.4%?

Large enterprises have the technical infrastructure and resources needed to implement complex context protocols, plus greater volumes of data requiring sophisticated context management.

What role do directors play in model context protocol adoption?

Directors represent 24.2% of interest, positioning this as a strategic infrastructure decision requiring mid-level management approval rather than C-suite or individual contributor evaluation.

How does this behavioral data differ from search volume trends?

This data captures actual B2B professional engagement and company evaluation behavior, providing deeper insight into purchase intent versus general awareness measured by search volume.

What does 206 demand signals across 89 companies suggest about market concentration?

An average of 2.3 signals per company indicates multiple stakeholders within organizations are evaluating model context protocol, suggesting coordinated evaluation processes rather than individual research.

model context protocol

Declining

-84.3%

growth in active market interest over 28 days

42.4% of demand comes from 1000+ companies. Entertainment leads across industries.

In graph8, you can filter these companies into a targeted list and launch outreach while they're actively evaluating.

206 demand signals 89 companies Updated Mar 15

Demand Signals

Companies

-84.3%28d

0.4x increase since Feb

Top Segment

42.4%

1000+

Top Industry

9.1%

Entertainment

Top Seniority

24.2%

Director

Top Market

93.9%

United States

Who's Driving This Demand

Use these firmographic breakdowns to target the right segment. In graph8, you can filter in-market companies by any of these dimensions and build a list in seconds.

Company Size

1000+

42.4%

201-1000

30.3%

11-50

21.2%

1-10

6.1%

Industry

Entertainment

9.1%

Market Research

9.1%

Apparel & Fashion

6.1%

Construction

6.1%

Real Estate

6.1%

Public Relations and Communications

6.1%

Seniority Level

Director

24.2%

Entry Level

21.2%

Vice President

21.2%

In Training

15.2%

Experienced Manager

12.1%

Entry Level Manager

6.1%

Department

Sales

27.3%

Operations

15.2%

Legal

12.1%

Engineering

9.1%

Administrative

6.1%

Customer Success and Support

6.1%

Geography

United States

93.9%

France

6.1%

Analyst Take

As of December 2024, model context protocol ranks as a declining B2B topic with -84.3% growth, based on behavioral data from 206 B2B professionals across 89 companies. The sharp decline suggests early adoption fatigue or market consolidation around established solutions.

Enterprise adoption remains concentrated in large organizations (1000+ employees at 42.4%) with director-level stakeholders (24.2%) driving evaluation. Entertainment sector leadership (9.1%) indicates content-heavy industries are prioritizing context management capabilities over traditional tech verticals.

Companies Showing Intent

Companies actively researching model context protocol right now

33 companies showing intent

Company Industry Size Country Signals Last Active

cupertino electric, inc.

cei.com

Construction 1001-5000 United States 9 2026-03-15

bombardier aeropsace

wesenterprises.com

Electronics Manufacturing 11-50 United States 4 2026-03-15

independent:

dkhairtechs.com

Medical Practice 1001-5000 United States 2 2026-03-15

lore

storybylore.com

Public Relations and Communications 11-50 United States 2 2026-03-15

smithgeiger group

smithgeigergroup.com

Market Research 11-50 United States 2 2026-03-15

a.p.c.

apc.fr

Textiles 1001-5000 France 2 2026-03-15

harrison school district

harrison.k12.nj.us

Education Management 201-500 United States 2 2026-03-15

the gardner group, inc.

gardnerdocgroup.com

Entertainment 1-10 United States 2 2026-03-15

inkhouse

inkhouse.com

Public Relations and Communications 201-500 United States 1 2026-03-15

crossmedia usa

xmedia.com

Marketing and Advertising 201-500 United States 1 2026-03-15

euromonitor international

euromonitor.com

Market Research 1001-5000 United States 1 2026-03-15

evergreen real estate

evergreenrealestate.com

Real Estate 201-500 United States 1 2026-03-15

the walt disney company

disneycareers.com

Entertainment 10001+ United States 1 2026-03-15

halling & cayo, s.c.

hallingcayo.com

Law Practice 11-50 United States 1 2026-03-15

hamilton beach

hamiltonbeach.com

Other Manufacturing 201-500 United States 1 2026-03-15

+23 more companies actively researching model context protocol

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Build a list from these companies

Frequently Asked Questions

Entertainment leads at 9.1% of demand signals, likely due to content-heavy workflows requiring sophisticated context management for AI models processing large volumes of creative assets and metadata.

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About this data

This report is based on aggregated, anonymized market demand signals. graph8 measures topic-level interest by analyzing page visit patterns across the public web. No individual-level data is exposed - all metrics represent aggregate cohort behavior. Data refreshes every 6 hours. graph8 customers can filter in-market companies from any trend into targeted lists and launch outreach sequences directly from the platform.