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
26	0.2%	827.55K	-10.7%-99.48K	Starter	Starter	Starter
27	0.2%	802.37K	-19.5%-194.48K	Starter	Starter	Starter
28	0.1%	734.68K	-7%-55.23K	Starter	Starter	Starter
29	0.1%	655.42K	-11.6%-85.73K	Starter	Starter	Starter
30	0.1%	567.13K	+256.4%+408.01K	Starter	Starter	Starter
31	0.1%	545.47K	-2.4%-13.37K	Starter	Starter	Starter
32	0.1%	534.48K	-10.2%-60.79K	Starter	Starter	Starter
33	<0.1%	471.36K	-6.3%-31.57K	Starter	Starter	Starter
34	<0.1%	443.04K	+16.8%+63.88K	Starter	Starter	Starter
35	<0.1%	437.16K	+56.3%+157.51K	Starter	Starter	Starter
36	<0.1%	415.61K	-4.4%-19.3K	Starter	Starter	Starter
37	<0.1%	402.71K	+33.2%+100.36K	Starter	Starter	Starter
38	<0.1%	391.94K	-15.8%-73.82K	Starter	Starter	Starter
39	<0.1%	380.9K	-43.9%-297.48K	Starter	Starter	Starter
40	<0.1%	363.05K	+14.1%+44.73K	Starter	Starter	Starter
41	<0.1%	360.3K	+10.2%+33.43K	Starter	Starter	Starter
42	<0.1%	332.9K	-5.6%-19.69K	Starter	Starter	Starter
43	<0.1%	317.6K	-4.8%-16.09K	Starter	Starter	Starter
44	<0.1%	312.44K	-13.6%-49.28K	Starter	Starter	Starter
45	<0.1%	310.64K	-16.2%-60.09K	Starter	Starter	Starter
46	<0.1%	307.85K	-7.6%-25.35K	Starter	Starter	Starter
47	<0.1%	302.92K	-4.1%-12.83K	Starter	Starter	Starter
48	<0.1%	291.62K	+4.8%+13.23K	Starter	Starter	Starter
49	<0.1%	265.52K	-17.4%-55.97K	Starter	Starter	Starter
50	<0.1%	252.96K	+5.2%+12.42K	Starter	Starter	Starter