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
166	<0.1%	3.54K	-70.2%-8.32K	Starter	Starter	Starter
165	<0.1%	3.57K	+88.5%+1.68K	Starter	Starter	Starter
164	<0.1%	3.88K	-1.5%-60	Starter	Starter	Starter
163	<0.1%	3.98K	-50%-3.97K	Starter	Starter	Starter
162	<0.1%	3.99K	-20.5%-1.03K	Starter	Starter	Starter
161	<0.1%	4.08K	-34.7%-2.17K	Starter	Starter	Starter
160	<0.1%	4.2K	-53.4%-4.82K	Starter	Starter	Starter
159	<0.1%	4.38K	-21.2%-1.18K	Starter	Starter	Starter
158	<0.1%	4.44K	+419.2%+3.59K	Starter	Starter	Starter
157	<0.1%	4.67K	-10.2%-530	Starter	Starter	Starter
156	<0.1%	4.71K	+1,338.8%+4.38K	Starter	Starter	Starter
155	<0.1%	5.09K	-30%-2.18K	Starter	Starter	Starter
154	<0.1%	5.31K	-26.9%-1.95K	Starter	Starter	Starter
153	<0.1%	5.68K	+33.1%+1.41K	Starter	Starter	Starter
152	<0.1%	5.78K	+67.5%+2.33K	Starter	Starter	Starter
151	<0.1%	5.82K	-40.2%-3.92K	Starter	Starter	Starter
150	<0.1%	6.11K	-42.3%-4.48K	Starter	Starter	Starter
149	<0.1%	6.13K	-15.3%-1.11K	Starter	Starter	Starter
148	<0.1%	6.9K	+85.8%+3.19K	Starter	Starter	Starter
147	<0.1%	7.02K	-4.6%-341	Starter	Starter	Starter
146	<0.1%	7.17K	+23.3%+1.36K	Starter	Starter	Starter
145	<0.1%	8.23K	-57.3%-11.06K	Starter	Starter	Starter
144	<0.1%	8.65K	-11.3%-1.1K	Starter	Starter	Starter
143	<0.1%	9.15K	-28.4%-3.64K	Starter	Starter	Starter
142	<0.1%	9.31K	+20.7%+1.59K	Starter	Starter	Starter