SECTOR INTELLIGENCE

Models, API, MCP, and Infrastructure

Models, API, MCP, and Infrastructure tracks 248 AI products (241 domains with monthly data), reaching 495.85M monthly visits (+1.2% MoM) with 85.3% CR3 concentration (highly concentrated).

2026-09MONTHLY EDITION

01 / Models, API, MCP, and Infrastructure Market Pulse

MONTHLY ESTIMATE

Sector monthly visits: 495.85M
Tracked products: 248

Concentration · CR385.3%Highly concentrated

Top 3 share of tracked-domain trafficCR5 88.7%

02 / Models, API, MCP, and Infrastructure Category Leader

DeepSeek

deepseek.com

357.4M+1% MoM

Share of tracked traffic: 72.1%

03 / Models, API, MCP, and Infrastructure Top Challenger

Token Harbor

tokenharbor.ai

567.13K+256.4% MoM

Growth leader with ≥100K visits and a ≥1K baseline

Estimated worldwide Web visits of tracked domains · Broader platforms use whole-site visits · Not feature market share

Methodology

Scope: published products in this sector and its children. The directory sector shares the submission collection. Domains are deduplicated; parent and child totals are not additive.

Size and concentration use all valid current-month domains. MoM uses domains with valid data in both months and a positive baseline. Missing values remain unknown, never zero.

CR3 above 60% is highly concentrated; 30–60% is moderate; below 30% is distributed. This is not a monopoly or investment assessment. New entrants are domains registered in the three months ending with the observation month, not verified product launches.

Comparison: 2026-08 → 2026-09 · Comparable domains 204 · Snapshot 2026-11-03

Models, API, MCP, and Infrastructure Competitive Traffic & Channel Matrix

248 / 248 products

Filters affect the table only; rank and shares use the full sector. Leaders: top 10% by size. Movers: ≥20% MoM. New entrants: domains registered in the last 3 months.

Scroll horizontally for every metric. Select a product to open its brief; use the icons for details, sharing, watching or its website.

#	Visit share	Visits / 6M	MoM growth	Primary channel	AI referrals	DR
176	<0.1%	2.72K	+87.1%+1.27K	Starter	Starter	Starter
177	<0.1%	2.7K	+238%+1.9K	Starter	Starter	Starter
178	<0.1%	2.64K	-42.8%-1.98K	Starter	Starter	Starter
179	<0.1%	2.46K	+45.9%+773	Starter	Starter	Starter
180	<0.1%	2.35K	-0.4%-10	Starter	Starter	Starter
181	<0.1%	2.06K	-7%-154	Starter	Starter	Starter
182	<0.1%	1.95K	—Zero baseline	Starter	Starter	Starter
183	<0.1%	1.78K	-7.3%-139	Starter	Starter	Starter
184	<0.1%	1.73K	-41.7%-1.24K	Starter	Starter	Starter
185	<0.1%	1.67K	-46.3%-1.44K	Starter	Starter	Starter
186	<0.1%	1.51K	-84.7%-8.37K	Starter	Starter	Starter
187	<0.1%	1.47K	+75.4%+632	Starter	Starter	Starter
188	<0.1%	1.38K	-57.2%-1.85K	Starter	Starter	Starter
189	<0.1%	1.35K	-45.4%-1.13K	Starter	Starter	Starter
190	<0.1%	1.09K	—Zero baseline	Starter	Starter	Starter
191	<0.1%	878	-53.8%-1.02K	Starter	Starter	Starter
192	<0.1%	878	—Zero baseline	Starter	Starter	Starter
193	<0.1%	870	+85.1%+400	Starter	Starter	Starter
194	<0.1%	573	-85.5%-3.38K	Starter	Starter	Starter
195	<0.1%	533	+215.4%+364	Starter	Starter	Starter
196	<0.1%	277	+739.4%+244	Starter	Starter	Starter
197	<0.1%	265	-89.3%-2.21K	Starter	Starter	Starter
198	<0.1%	228	—Zero baseline	Starter	Starter	Starter
199	<0.1%	221	—Zero baseline	Starter	Starter	Starter
200	<0.1%	137	-57.1%-182	Starter	Starter	Starter