Forefront

4.17

Forefront lets developers build on open-source AI with features for fine-tuning, validation, monitoring, and data storage.

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Forefront Web Traffic statistics March, 2025

Declined in all categories

#1339 -254

Global Rank

Position of this tool among all analyzed AI tools based on total visits, with #1 being the most visited AI tool globally.

#1614 -110

US Rank

Position of this tool among all analyzed AI tools based on visits from the United States.

#27 -6

AI Assistants Rank

Position of this tool within its specific category (AI Assistants), based on total visits.

-38.58% MoM Decline

119.10K -74.80K

Total Visits

Total number of visits this tool received during the selected month, with the absolute change from previous month.

was 193.90K

90.20K -38.50K

Unique Visits

Number of different users who visited this tool during the selected month, with the absolute change from previous month.

was 128.70K

+0.00% Share Growth

0.00% +0.00%

Global Market Share

Percentage of all AI tool visits across our directory that went to this specific tool.

was 0.00%

0.15% -0.08%

AI Assistants Market Share

Percentage of all AI Assistants category visits that went to this specific tool.

was 0.23%

Gender Distribution

Breakdown of tool usage between male and female users during the selected period.

64%

Male Users

36%

Female Users

Device Distribution

Breakdown of visits to this tool by device type (mobile vs desktop).

37%

Mobile users

63%

Desktop users

Duration & Bounce Rate

Average time users spend on the tool per session and the percentage of users who leave after viewing only one page.

03:01 min

Average duration

50%

Bounce Rate

Forefront Traffic Trends

Historical view of this tool's visit patterns over the past 12 months, showing both total visits and unique visitors over time.

Month	Page Visits
Apr	368.30K
May	423.60K
Jun	336.70K
Jul	247.90K
Aug	167.00K
Sep	165.00K
Oct	210.60K
Nov	267.50K
Dec	210.90K
Jan	146.20K
Feb	193.90K
Mar	119.10K

Forefront Competitor comparison

Comparative view of monthly visit trends among similar AI tools in the same category, helping understand how this tool performs against its main competitors over time.

Month	Page Visits
Apr	368.30K
May	423.60K
Jun	336.70K
Jul	247.90K
Aug	167.00K
Sep	165.00K
Oct	210.60K
Nov	267.50K
Dec	210.90K
Jan	146.20K
Feb	193.90K
Mar	119.10K

Forefront Web Traffic by Country

Overview of the top 5 countries visiting this AI tool, ranked by total visit volume.

Location

Country where the AI tool visits originated from.

Traffic

Total number of visits from this country during the selected month, with the change from previous month shown below.

Percentage of global AI tool visits that came from this country.

Indonesia

15.03K +12.99K

12.62%

Japan

13.36K +8.40K

11.22%

United States

12.30K -3.64K

10.33%

China

9.56K -15.47K

8.03%

India

9.00K +1.79K

7.56%

Forefront Visits by Traffic Source

Breakdown of how users are finding and accessing this AI tool, showing the distribution of traffic across different channels.

Source Channel or method through which users reached this tool (e.g., Direct, Organic Search, Referral).	Traffic Number of visits from each traffic source during the selected time period.	Share Percentage of total visits that came through each traffic source, showing which channels drive the most traffic to this tool.
Direct	88.76K	75.00%

Organic search	18.38K	15.00%

Referral	9.40K	8.00%

Organic social	2.43K	2.00%

Paid social	0	0.00%

Mail	95.00	0.00%

Paid search	48.00	0.00%

Display ads	0	0.00%

Our Methodology

Our AI industry web traffic analysis is based on estimated data from reliable sources such as SEMrush and Ahrefs. We track 10,500+ AI tools across 171 categories, updating data every month. We analyze total visits, unique visits, user demographics, and more across the categories to provide insights into the AI industry’s size, trends, and top performers.

Unique visits represent cumulative monthly counts, meaning returning users in different months are counted again. The total unique visits for all tools combined do not represent distinct individuals due to user overlap across multiple AI tools. For a closer estimate of the AI industry's audience size, refer to the latest month's unique visit count.

Read our complete data analysis methodology

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