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
66	<0.1%	131.05K	-10.6%-15.58K	Starter	Starter	Starter
65	<0.1%	131.41K	+6.4%+7.88K	Starter	Starter	Starter
64	<0.1%	140.78K	-17.6%-30.15K	Starter	Starter	Starter
63	<0.1%	150.66K	+4.9%+7.03K	Starter	Starter	Starter
62	<0.1%	160.06K	+36.1%+42.42K	Starter	Starter	Starter
61	<0.1%	160.3K	-12%-21.93K	Starter	Starter	Starter
60	<0.1%	163.24K	-4.5%-7.66K	Starter	Starter	Starter
59	<0.1%	169.56K	-18.5%-38.61K	Starter	Starter	Starter
58	<0.1%	185.12K	+9.3%+15.8K	Starter	Starter	Starter
57	<0.1%	196.88K	+11%+19.47K	Starter	Starter	Starter
56	<0.1%	212.66K	-3.8%-8.44K	Starter	Starter	Starter
55	<0.1%	214.12K	+9.2%+17.95K	Starter	Starter	Starter
54	<0.1%	220.24K	-24.1%-70.01K	Starter	Starter	Starter
53	<0.1%	232.26K	+0.4%+995	Starter	Starter	Starter
52	<0.1%	240.58K	-19.8%-59.24K	Starter	Starter	Starter
51	<0.1%	252.78K	-15.8%-47.27K	Starter	Starter	Starter
50	<0.1%	252.96K	+5.2%+12.42K	Starter	Starter	Starter
49	<0.1%	265.52K	-17.4%-55.97K	Starter	Starter	Starter
48	<0.1%	291.62K	+4.8%+13.23K	Starter	Starter	Starter
47	<0.1%	302.92K	-4.1%-12.83K	Starter	Starter	Starter
46	<0.1%	307.85K	-7.6%-25.35K	Starter	Starter	Starter
45	<0.1%	310.64K	-16.2%-60.09K	Starter	Starter	Starter
44	<0.1%	312.44K	-13.6%-49.28K	Starter	Starter	Starter
43	<0.1%	317.6K	-4.8%-16.09K	Starter	Starter	Starter
42	<0.1%	332.9K	-5.6%-19.69K	Starter	Starter	Starter