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
76	<0.1%	92.73K	-11.6%-12.19K	Starter	Starter	Starter
77	<0.1%	83.8K	+14%+10.27K	Starter	Starter	Starter
78	<0.1%	81.24K	-14.4%-13.69K	Starter	Starter	Starter
79	<0.1%	80.89K	-1.5%-1.21K	Starter	Starter	Starter
80	<0.1%	77.65K	+13.9%+9.47K	Starter	Starter	Starter
81	<0.1%	76.43K	-10.3%-8.75K	Starter	Starter	Starter
82	<0.1%	66.92K	+1.1%+729	Starter	Starter	Starter
83	<0.1%	64.78K	-18.1%-14.34K	Starter	Starter	Starter
84	<0.1%	64.26K	+0.6%+405	Starter	Starter	Starter
85	<0.1%	63.54K	+38%+17.5K	Starter	Starter	Starter
86	<0.1%	62.83K	-2.8%-1.79K	Starter	Starter	Starter
87	<0.1%	60.52K	+0.1%+42	Starter	Starter	Starter
88	<0.1%	60.12K	-13.1%-9.09K	Starter	Starter	Starter
89	<0.1%	55.47K	-18.6%-12.63K	Starter	Starter	Starter
90	<0.1%	55.03K	-2.1%-1.15K	Starter	Starter	Starter
91	<0.1%	53.64K	+42.4%+15.97K	Starter	Starter	Starter
92	<0.1%	52.6K	-18.1%-11.61K	Starter	Starter	Starter
93	<0.1%	49.48K	-9.7%-5.3K	Starter	Starter	Starter
94	<0.1%	48.34K	+13.9%+5.88K	Starter	Starter	Starter
95	<0.1%	47.75K	+11.9%+5.09K	Starter	Starter	Starter
96	<0.1%	47.72K	-23.9%-15.03K	Starter	Starter	Starter
97	<0.1%	44.3K	-18%-9.72K	Starter	Starter	Starter
98	<0.1%	41.66K	+58.2%+15.33K	Starter	Starter	Starter
99	<0.1%	37.94K	+24.6%+7.5K	Starter	Starter	Starter
100	<0.1%	37.58K	-3.8%-1.48K	Starter	Starter	Starter